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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
Annual Report Pursuant to Section 13 or 15(d) of the Securities Exchange Act of 1934
For the fiscal year ended December 31, 20212022
Or
Transition Report Pursuant to Section 13 or 15(d) of the Securities Exchange Act of 1934
For the transition period from __________________________ to __________________________
Commission file number 1-10706
Comerica Incorporated
(Exact Name of Registrant as Specified in Its Charter)
Delaware38-1998421
(State or Other Jurisdiction of Incorporation)(IRS Employer Identification Number)
Comerica Bank Tower
1717 Main Street, MC 6404
Dallas, Texas 75201
(Address of Principal Executive Offices) (Zip Code)
(214) 462-6831
(Registrant’s Telephone Number, Including Area Code)
Securities registered pursuant to Section 12(b) of
the Exchange Act:
Title of each classTrading symbolName of each exchange on which registered
Common Stock, $5 par valueCMANew York Stock Exchange
Securities registered pursuant to Section 12(g) of the
Exchange Act:
None
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes ý No o
Indicate by check mark if registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes o No ý
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes ý No o
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). Yes ý No o
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filer
Accelerated filer


Non-accelerated filer
Smaller reporting company
Emerging growth company
    If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.     o
Indicate by check mark whether the registrant has filed a report on and attestation to its management's assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report. ý
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes ☐ No ý
If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in this filing reflect the correction of an error to previously issued financial statements. o
Indicate by check mark whether any of those error corrections are restatements that require a recovery analysis of incentive-based compensation received by any of the registrant's executive officers during the relevant recovery period pursuant to §240.10D-1(b). o
At June 30, 20212022 (the last business day of the registrant’s most recently completed second fiscal quarter), the registrant’s common stock, $5 par value, held by non-affiliates had an aggregate market value of approximately $9.4$9.5 billion based on the closing price on the New York Stock Exchange on that date of $71.34$73.38 per share. For purposes of this Form 10-K only, it has been assumed that all common shares



Comerica’s Trust Department holds for Comerica’s employee plans, and all common shares the registrant’s directors and executive officers hold, are shares held by affiliates.
At February 14, 2022,10, 2023, the registrant had outstanding 131,078,743131,352,922 shares of its common stock, $5 par value.
Documents Incorporated by Reference:
Part III: Items 10-14—Proxy Statement for the Annual Meeting of Shareholders to be held April 26, 2022.25, 2023.


Table of Contents
TABLE OF CONTENTS



Table of Contents
PART I
Item 1. Business.
GENERAL
Comerica Incorporated (“Comerica”) is a financial services company, incorporated under the laws of the State of Delaware in 1973, and headquartered in Dallas, Texas. Based on total assets as reported in the most recently filed Consolidated Financial Statements for Bank Holding Companies (FR Y-9C), it was among the 25 largest commercial United States (“U.S.”) financial holding companies. As of December 31, 2021,2022, Comerica owned directly or indirectly all the outstanding common stock of 2 active banking subsidiaries (Comerica Bank, a Texas banking association, and Comerica Bank & Trust, National Association) and 2928 non-banking subsidiaries. At December 31, 2021,2022, Comerica had total assets of approximately $94.6$85.4 billion, total deposits of approximately $82.3$71.4 billion, total loans of approximately $49.3$53.4 billion and shareholders’ equity of approximately $7.9$5.2 billion.
Comerica has strategically aligned its operations into three major business segments: the Commercial Bank, the Retail Bank, and Wealth Management. In addition to the three major business segments, Finance is also reported as a segment.
Comerica operates in three primary geographic markets - Texas, California, and Michigan, as well as in Arizona and Florida, with select businesses operating in several other states, and in Canada and Mexico.
We provide information about the net interest income and noninterest income we received from our various classes of products and services: (1) under the caption, “Analysis of Net Interest Income” starting on page F-4F-4 of the Financial Section of this report; (2) under the caption “Rate/Volume Analysis” starting on page F-5F-5 of the Financial Section of this report; and (3) under the caption “Noninterest Income” starting on pages F-6 through F-7page F-6 of the Financial Section of this report.
COMPETITION
The financial services business is highly competitive. Comerica and its subsidiaries mainly compete in their primary geographic markets covering the major metropolitan areas in Texas, California, and Michigan, as well as in Arizona and Florida. In addition, they compete throughout the continental U.S., Mexico and Canada as they pursue certain businesses on a national scale that fall outside of the primary markets, such as U.S. Banking, Mortgage Banker, Environmental Services and National Dealer Services. They have strategically placed offices in faster growing markets where there is a concentration of customers and industries they serve. In 2021, Comerica alsohas recently expanded its presence in the Southeastern U.S. by establishing three commercial offices in North Carolina. Carolina and South Carolina, as well as a private banking office in Georgia. Additionally, Comerica is making investments in the Mountain West region of the United States.
Comerica is subject to competition with respect to various products and services, including, without limitation, commercial products such as loans and lines of credit, deposits, cash management (including payments solutions and card services), capital market products,markets, international trade finance, letters of credit, foreign exchange management services,and loan syndication services, consumer lending, consumer deposit gathering, mortgage loan origination,syndications; consumer products such as loans, deposits and origination of mortgage loans and credit cards; and wealth management services such as fiduciary, services, private banking, retirement, services,securities-based lending, investment management and advisory, services, investment banking, services, brokerage services,and the sale of annuity products,annuities and the sale of life, disability and long-term care insurance products.
Comerica competes largely on the basis of industry expertise, the range of products and services offered, pricing and reputation, customer convenience, quality customerof service, and responsiveness to customer needs and the overall relationship with our clients. Ourcustomer relationship. Comerica's competitors are large national and regionalinclude financial institutions as well as smaller financial institutions.of all sizes. Some of Comerica's larger competitors, including certain nationwide banks that have a significant presence in Comerica's market area,markets, may make available to their customershave a broader array of product, pricingproducts and structure alternatives and, due to their asset size, may more easily absorb credit losses in a larger overall portfolio.losses. Some of Comerica's competitors (larger or smaller) may have more liberal lending policies and processes. aggressive pricing standards for loans, deposits and services.
Increasingly, Comerica competes with other companies based on financial technology and capabilities, such as mobile banking applications and funds transfer. Further, Comerica's banking competitors may be subject to a significantly different or reduced degree oflesser regulation due to their asset size or types of products offered. TheySome competitors may also have the ability to more efficiently utilize resources to comply with regulations or may be able to more effectively absorb the costscost of regulations into their existing cost structure. Comerica believes that the level of competition in all geographic markets will continue to increase in the future.

regulations.
In addition to banks, Comerica'sComerica and its banking subsidiaries also face competition from other financial intermediaries, including savings and loan associations, consumer and commercial finance companies, leasing companies, venture capital funds, credit unions, investment banks, insurance companies and securities firms. Competition among providers of financial products and services continues to increase as technology advances have lowered the barriers to entry for financial technology companies, with customers having the opportunity to select from a growing variety of traditional and nontraditional alternatives, including crowdfunding, digital wallets and money transfer services. The ability of non-banking financial institutionsnon-banks to provide services previously limited to commercialtraditional banks has intensified competition. Because non-banking financial institutionsnon-banks are not subject to many of the same regulatory restrictions as banks and bank holding companies, they can often operate with greater flexibility and lower cost structures.
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In addition,Finally, the industry continues to consolidate, which affects competition by eliminatingeliminates some regional and local institutions, while potentially strengthening acquirers. Comerica believes that the franchiseslevel of acquirers.competition in all geographic markets will continue to increase in the future.
SUPERVISION AND REGULATION
Banks, bank holding companies, and financial institutions are highly regulated at both the state and federal level. Comerica is subject to supervision and regulation at the federal level by the Board of Governors of the Federal Reserve System through the Federal Reserve Bank of Dallas (“FRB”) under the Bank Holding Company Act of 1956, as amended. Comerica Bank is chartered by the State of Texas and at the state level is supervised and regulated by the Texas Department of Banking under the Texas Finance Code and the Texas Administrative Code. Comerica Bank has elected to be a member of the Federal Reserve System under the Federal Reserve Act and, consequently, is supervised and regulated by the Federal Reserve Bank of Dallas.FRB. Comerica Bank & Trust, National Association is chartered under federal law and is subject to supervision and regulation by the Office of the Comptroller of the Currency (“OCC”) under the National Bank Act. Comerica Bank & Trust, National Association, by virtue of being a national bank, is also a member of the Federal Reserve System. Furthermore, given that Comerica Bank is a bank with assets in excess of $10 billion dollars, it is subject to supervision and regulation by the Consumer Financial Protection Bureau ("CFPB") for purposes of assessing compliance with federal consumer financial laws. The deposits of Comerica Bank and Comerica Bank & Trust, National Association are insured by the Deposit Insurance Fund (“DIF”) of the Federal Deposit Insurance Corporation (“FDIC”) to the extent provided by law, and therefore Comerica Bank and Comerica Bank & Trust, National Association are each also subject to regulation and examination by the FDIC. Certain transactions executed by Comerica Bank are also subject to regulation by the U.S. Commodity Futures Trading Commission (“CFTC”). The Department of Labor (“DOL”) regulates financial institutions providing services to plans governed by the Employee Retirement Income Security Act of 1974. Comerica Bank’s Canada branch is supervised by the Office of the Superintendent of Financial Institutions and its Mexico representative office is supervised by the Banco de México. Comerica Bank is also registered in the Cayman Islands and subject to supervision by the Cayman Islands Monetary Authority.
The FRB supervises non-banking activities conducted by companies directly and indirectly owned by Comerica. In addition, Comerica’s non-banking subsidiaries are subject to supervision and regulation by various state, federal and self-regulatory agencies, including, but not limited to, the Financial Industry Regulatory Authority, Inc. (“FINRA”), the Department of Licensing and Regulatory Affairs of the State of Michigan, the Municipal Securities Rulemaking Board (“MSRB”) and the Securities and Exchange Commission (“SEC”) (in the case of Comerica Securities, Inc.); the Department of Insurance and Financial Services of the State of Michigan (in the case of Comerica Insurance Services, Inc.); and the DOL (in the case of Comerica Securities, Inc. and Comerica Insurance Services, Inc.).
Both the scope of the laws and regulations and intensity of supervision to which Comerica’s business is subject have increased over the past decadecontinue to increase in response to the financial crisis as well as other factors such as technological, economic and market changes. Many of these changes have occurred as a result of the Dodd-Frank Wall Street Reform and Consumer Protection Act (the “Dodd-Frank Act”) and its implementing regulations, most of which are now in place. In 2018, with the passage of the Economic Growth, Regulatory Relief and Consumer Protection Act (“EGRRCPA”), as described below, there has beenwas some recalibration of the post-financial crisis framework; however, Comerica’s business remains subject to extensive regulation and supervision.
Comerica is also subject to the disclosure and regulatory requirements of the Securities Act of 1933, as amended, and the Securities Exchange Act of 1934, as amended, both as administered by the SEC, as well as the rules of the New York Stock Exchange.
Described below are material elements of selected laws and regulations applicable to Comerica and its subsidiaries. The descriptions are not intended to be complete and are qualified in their entirety by reference to the full text of the statutes and regulations described. Changes in applicable law or regulation, and in their application by regulatory agencies, cannot be predicted, but they may have a material effect on the business of Comerica and its subsidiaries.
Economic Growth, Regulatory Relief and Consumer Protection Act
On May 24, 2018, EGRRCPA was signed into law. Among other regulatory changes, EGRRCPA amended various sections of the Dodd-Frank Act, including section 165 of Dodd-Frank Act, which was revised to raise the asset thresholds for determining the application of enhanced prudential standards for bank holding companies. Under EGRRCPA bank holding companies with less than $100 billion of consolidated assets, including Comerica, are exempt from all of the Dodd-Frank enhanced prudential standards, except risk committee requirements. As a result, Comerica currently is not subject to the remaining Dodd-Frank Act enhanced prudential standards or certain capital and liquidity rules to large bank holding companies and depository institutions (the “Tailoring Rules”). Should Comerica cross the $100 billion asset threshold and thus become a Category IV firm, it will be subject to additional and more stringent regulation. Enhancedregulation, which includes, but is not limited to, enhanced prudential standards for U.S. banking organizations with $100 to $250 billion of consolidated assets or more include, but are not limited to:such as supervisory-run
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stress testing; internal liquidity stress testing; and liquidity buffer requirements. In addition, Comerica would be required to pay the supervision and regulation fee assessment under the Dodd-Frank Act.
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Requirements for Approval of Activities and Acquisitions
The Gramm-Leach-Bliley Act expanded the activities in which a bank holding company registered as a financial holding company can engage. Comerica became a financial holding company in 2000. As a financial holding company, Comerica may affiliate with securities firms and insurance companies, and engage in activities that are financial in nature or incidental or complementary to activities that are financial in nature. Activities that are “financial in nature” include, but are not limited to: securities underwriting; securities dealing and market making; sponsoring mutual funds and investment companies (subject to regulatory requirements described below); insurance underwriting and agency; merchant banking; and activities that the FRB determines, in consultation with the Secretary of the United States Treasury, to be financial in nature or incidental to a financial activity. “Complementary activities” are activities that the FRB determines upon application to be complementary to a financial activity and that do not pose a substantial risk to the safety or soundness of depository institutions or the financial system generally.
In order to maintain its status as a financial holding company, Comerica and each of its depository institution subsidiaries must each remain “well capitalized” and “well managed,” and Comerica, Comerica Bank and Comerica Bank & Trust, National Association are each “well capitalized” and “well managed” under FRB standards. If Comerica or any subsidiary bank of Comerica were to cease being “well capitalized” or “well managed” under applicable regulatory standards, the FRB could place limitations on Comerica’s ability to conduct the broader financial activities permissible for financial holding companies or impose limitations or conditions on the conduct or activities of Comerica or its affiliates. If the deficiencies persisted, the FRB could order Comerica to divest any subsidiary bank or to cease engaging in any activities permissible for financial holding companies that are not permissible for bank holding companies, or Comerica could elect to conform its non-banking activities to those permissible for a bank holding company that is not also a financial holding company.
In addition, the Community Reinvestment Act of 1977 (“CRA”) requires U.S. banks to help serve the credit needs of their communities. Comerica Bank’s current rating under the CRA is “Satisfactory.” If any subsidiary bank of Comerica were to receive a rating under the CRA of less than “Satisfactory,” Comerica would be prohibited from engaging in certain activities.
Federal and state laws impose notice and approval requirements for mergers and acquisitions of other depository institutions or bank holding companies. In many cases, no FRB approval is required for Comerica to acquire a company engaged in activities that are financial in nature or incidental to activities that are financial in nature, as determined by the FRB. Prior approval is required before Comerica may acquire the beneficial ownership or control of more than 5% of any class of voting shares or substantially all of the assets of a bank holding company (including a financial holding company) or a bank. In considering applications for approval of acquisitions, the banking regulators may take several factors into account, including whether Comerica and its subsidiaries are well capitalized and well managed, are in compliance with anti-money laundering laws and regulations, or have CRA ratings of less than “Satisfactory.”
Acquisitions of Ownership of Comerica
Acquisitions of Comerica’s voting stock above certain thresholds are subject to prior regulatory notice or approval under federal banking laws, including the Bank Holding Company Act of 1956 and the Change in Bank Control Act of 1978. Under the Change in Bank Control Act, a person or entity generally must provide prior notice to the FRB before acquiring the power to vote 10% or more of Comerica’s outstanding common stock. On March 2, 2020, the FRB issued a final rule revising regulations related to control determinations under the Bank Holding Company Act. The final rule expands the number of presumptions of control for use in such determinations. Investors should be aware of these requirements when acquiring shares of Comerica’s stock.
Capital and Liquidity
Comerica and its bank subsidiaries are subject to risk-based capital requirements and guidelines imposed by the FRB, FDIC and/or the OCC. In calculating risk-based capital requirements, a depository institution’s or holding company’s assets and certain specified off-balance sheet items (such as unused commitments and standby letters of credit) are assigned to various risk categories defined by the FRB, each weighted differently based on the level of credit risk that is ascribed to such assets or commitments, based on counterparty type, asset class and maturity. A depository institution’s or holding company’s capital is divided into three tiers: Common Equity Tier 1 (“CET1”), additional Tier 1, and Tier 2. CET1 capital predominantly includes common shareholders’ equity, less certain deductions for goodwill, intangible assets and deferred tax assets that arise from net operating losses and tax credit carry-forwards, if any. Additional Tier 1 capital primarily includes any outstanding noncumulative perpetual preferred stock and related surplus. Comerica has also made the election to permanently exclude accumulated other comprehensive income related to debt and equity securities classified as available-for-sale, cash flow hedges, and defined benefit postretirement plans from CET1 capital. Tier 2 capital primarily includes qualifying subordinated debt and qualifying allowance for credit losses. On September 30, 2020,More information is set forth in the federal banking agencies issued a final rule that provides banking organizations that implement the current expected credit loss (“CECL”) standard during the 2020 calendar year the option to delay for two years an estimate of CECL’s effect“Capital” section starting on regulatory capital, relative to the incurred loss methodology’s effect on regulatory capital, followed by apage F-14.
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three-year transition period. While Comerica elected this deferral, there was no deferral amount at December 31, 2021. More information is set forth in the “Capital” section located on pages F-16 through F-17.
Entities that engage in trading activities that exceed specified levels also are required to maintain capital to account for market risk. Market risk includes changes in the market value of trading account, foreign exchange, and commodity positions, whether resulting from broad market movements (such as changes in the general level of interest rates, equity prices, foreign exchange rates, or commodity prices) or from position specific factors. From time to time, Comerica’s trading activities may exceed specified regulatory levels, in which case Comerica adjusts its risk-weighted assets to account for market risk as required.
Comerica and its bank subsidiaries, like other bank holding companies and banks, currently are required to maintain a minimum CET1 capital ratio, minimum Tier 1 capital ratio and minimum total capital ratio equal to at least 4.5 percent, 6 percent and 8 percent of their total risk-weighted assets (including certain off-balance-sheet items, such as unused commitments and standby letters of credit), respectively. Comerica and its bank subsidiaries are required to maintain a minimum capital conservation buffer of 2.5 percent in order to avoid restrictions on capital distributions and discretionary bonuses. Comerica and its bank subsidiaries are also required to maintain a minimum “leverage ratio” (Tier 1 capital to non-risk-adjusted average total assets) of 4 percent.
To be well capitalized, Comerica’s bank subsidiaries are required to maintain a minimum leverage ratio, minimum CET1 capital ratio, minimum Tier 1 capital ratio and minimum total capital ratio equal to at least 5.0 percent, 6.5 percent, 8.0 percent and 10.0 percent, respectively. For purposes of the FRB’s Regulation Y, including determining whether a bank holding company meets the requirements to be a financial holding company, bank holding companies, such as Comerica, must maintain a Tier 1 capital ratio of at least 6.0 percent and a total capital ratio of at least 10.0 percent to be well capitalized. The FRB may require bank holding companies, including Comerica, to maintain capital ratios substantially in excess of mandated minimum levels, depending upon general economic conditions and a bank holding company’s particular condition, risk profile and growth plans.
Failure to be well capitalized or to meet minimum capital requirements could result in certain mandatory and possible additional discretionary actions by regulators, including restrictions on Comerica’s or its bank subsidiaries’ ability to pay dividends or otherwise distribute capital or to receive regulatory approval of applications, or other restrictions on growth.
At December 31, 2021,2022, Comerica met all of its minimum risk-based capital ratio and leverage ratio requirements plus the applicable capital conservation buffer and the applicable well capitalized requirements, as shown in the table below:
(dollar amounts in millions)(dollar amounts in millions)Comerica
Incorporated
(Consolidated)
Comerica
Bank
(dollar amounts in millions)Comerica
Incorporated
(Consolidated)
Comerica
Bank
December 31, 2022December 31, 2022
CET1 capital (minimum $3.5 billion (Consolidated))CET1 capital (minimum $3.5 billion (Consolidated))$7,884 $7,801 
Tier 1 capital (minimum $4.7 billion (Consolidated))Tier 1 capital (minimum $4.7 billion (Consolidated))8,278 7,801 
Total capital (minimum $6.3 billion (Consolidated))Total capital (minimum $6.3 billion (Consolidated))9,817 9,190 
Risk-weighted assetsRisk-weighted assets78,871 78,781 
Average assets (fourth quarter)Average assets (fourth quarter)86,726 86,608 
CET1 capital to risk-weighted assets (minimum-4.5%)CET1 capital to risk-weighted assets (minimum-4.5%)10.00 %9.90 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)Tier 1 capital to risk-weighted assets (minimum-6.0%)10.50 9.90 
Total capital to risk-weighted assets (minimum-8.0%)Total capital to risk-weighted assets (minimum-8.0%)12.45 11.67 
Tier 1 capital to average assets (minimum-4.0%)Tier 1 capital to average assets (minimum-4.0%)9.55 9.01 
Capital conservation buffer (minimum-2.5%)Capital conservation buffer (minimum-2.5%)4.45 3.67 
December 31, 2021December 31, 2021December 31, 2021
CET1 capital (minimum $3.1 billion (Consolidated))CET1 capital (minimum $3.1 billion (Consolidated))$7,064 $7,634 CET1 capital (minimum $3.1 billion (Consolidated))$7,064 $7,634 
Tier 1 capital (minimum $4.2 billion (Consolidated))Tier 1 capital (minimum $4.2 billion (Consolidated))7,458 7,634 Tier 1 capital (minimum $4.2 billion (Consolidated))7,458 7,634 
Total capital (minimum $5.6 billion (Consolidated))Total capital (minimum $5.6 billion (Consolidated))8,608 8,584 Total capital (minimum $5.6 billion (Consolidated))8,608 8,584 
Risk-weighted assetsRisk-weighted assets69,708 69,542 Risk-weighted assets69,708 69,542 
Average assets (fourth quarter)Average assets (fourth quarter)96,417 96,216 Average assets (fourth quarter)96,417 96,216 
CET1 capital to risk-weighted assets (minimum-4.5%)CET1 capital to risk-weighted assets (minimum-4.5%)10.13 %10.98 %CET1 capital to risk-weighted assets (minimum-4.5%)10.13 %10.98 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)Tier 1 capital to risk-weighted assets (minimum-6.0%)10.70 10.98 Tier 1 capital to risk-weighted assets (minimum-6.0%)10.70 10.98 
Total capital to risk-weighted assets (minimum-8.0%)Total capital to risk-weighted assets (minimum-8.0%)12.35 12.34 Total capital to risk-weighted assets (minimum-8.0%)12.35 12.34 
Tier 1 capital to average assets (minimum-4.0%)Tier 1 capital to average assets (minimum-4.0%)7.74 7.93 Tier 1 capital to average assets (minimum-4.0%)7.74 7.93 
Capital conservation buffer (minimum-2.5%)Capital conservation buffer (minimum-2.5%)4.35 4.34 Capital conservation buffer (minimum-2.5%)4.35 4.34 
December 31, 2020
CET1 capital (minimum $3.0 billion (Consolidated))$6,919 $7,278 
Tier 1 capital (minimum $4.0 billion (Consolidated))7,313 7,278 
Total capital (minimum $5.4 billion (Consolidated))8,833 8,547 
Risk-weighted assets66,931 66,759 
Average assets (fourth quarter)84,705 84,536 
CET1 capital to risk-weighted assets (minimum-4.5%)10.34 %10.90 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)10.93 10.90 
Total capital to risk-weighted assets (minimum-8.0%)13.20 12.80 
Tier 1 capital to average assets (minimum-4.0%)8.63 8.61 
Capital conservation buffer (minimum-2.5%)4.93 4.80 
Additional information on the calculation of Comerica’s and its bank subsidiaries’ CET1 capital, Tier 1 capital, total capital and risk-weighted assets is set forth in the “Capital” section locatedstarting on pages F-16 through F-17page F-14 of the Financial Section of this report and Note 20 of the Notes to Consolidated Financial Statements locatedstarting on pages F-92 through F-94page F-88 of the Financial Section of this report.
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Federal Deposit Insurance Corporation Improvement Act
The Federal Deposit Insurance Corporation Improvement Act (“FDICIA”) requires, among other things, the federal banking agencies to take “prompt corrective action” with respect to depository institutions that do not meet certain minimum capital requirements. FDICIA establishes five capital tiers: “well capitalized,” “adequately capitalized,” “undercapitalized,” “significantly undercapitalized” and “critically undercapitalized.” An institution that fails to remain well capitalized becomes subject to a series of restrictions that increase in severity as its capital condition weakens. Such restrictions may include a prohibition on capital distributions, restrictions on asset growth or restrictions on the ability to receive regulatory approval of applications. The FDICIA also provides for enhanced supervisory authority over undercapitalized institutions, including authority for the appointment of a conservator or receiver for the institution.
As of December 31, 2021,2022, each of Comerica’s bank subsidiaries’ capital ratios exceeded those required for an institution to be considered “well capitalized” under these regulations.
As an additional means to identify problems in the financial management of depository institutions, FDICIA requires federal bank regulatory agencies to establish certain non-capital-based safety and soundness standards for institutions any such agency supervises. The standards relate generally to, among others, earnings, liquidity, operations and management, asset quality, various risk and management exposures (e.g., credit, operational, market, interest rate, etc.) and executive compensation. The agencies are authorized to take action against institutions that fail to meet such standards.
FDICIA also contains a variety of other provisions that may affect the operations of depository institutions including reporting requirements, regulatory standards for real estate lending, “truth in savings” provisions, the requirement that a depository institution give 90 days prior notice to customers and regulatory authorities before closing any branch, and a prohibition on the acceptance or renewal of brokered deposits by depository institutions that are not well capitalized or are adequately capitalized and have not received a waiver from the FDIC.
Dividends
    Comerica Incorporated is a legal entity separate and distinct from its banking and other subsidiaries. Since Comerica’s consolidated net income and liquidity consists largely of net income of and dividends received from Comerica’s bank subsidiaries, Comerica’s ability to pay dividends and repurchase shares depends upon its receipt of dividends from these subsidiaries. There are statutory and regulatory requirements applicable to the payment of dividends by subsidiary banks to Comerica, as well as by Comerica to its shareholders. Certain, but not all, of these requirements are discussed below. No assurances can be given that Comerica’s bank subsidiaries will, in any circumstances, pay dividends to Comerica.
Comerica Bank and Comerica Bank & Trust, National Association are required by federal law to obtain the prior approval of the FRB and/or the OCC, as the case may be, for the declaration and payment of dividends, if the total of all dividends declared by the board of directors of such bank in any calendar year will exceed the total of (i) such bank's net income (as defined and interpreted by regulation) for that year plus (ii) the retained net income (as defined and interpreted by regulation) for the preceding two years, less any required transfers to surplus or to fund the retirement of preferred stock. At January 1, 2022,2023, Comerica's subsidiary banks could declare aggregate dividends of approximately $347$506 million from retained net profits of the preceding two years. Comerica's subsidiary banks declared dividends of $1.0 billion in 2022, $852 million in 2021 and $498 million in 2020 and $1.2 billion in 2019.2020.
Comerica and its bank subsidiaries must maintain a CET1 capital conservation buffer of 2.5% to avoid becoming subject to restrictions on capital distributions, including dividends.
Furthermore, federal regulatory agencies can prohibit a bank or bank holding company from paying dividends under circumstances in which such payment could be deemed an unsafe and unsound banking practice. Under the FDICIA “prompt corrective action” regime discussed above, which applies to each of Comerica Bank and Comerica Bank & Trust, National Association, a bank is specifically prohibited from paying dividends to its parent company if payment would result in the bank becoming “undercapitalized.” In addition, Comerica Bank is also subject to limitations under Texas state law regarding the amount of earnings that may be paid out as dividends to Comerica and requires prior approval for payments of dividends that exceed certain levels.
FRB supervisory guidance generally provides that a bank holding company should not paymaintain its existing rate of dividends on common stock unless (1) the bank holding company’sorganization’s net income over the last four quarters (net of dividends paid) ispast year has been sufficient to fully fund the dividends, (2) the prospective rate of earnings retention appears consistent with the organization's capital needs, asset quality and overall financial condition of the bank holding company and its subsidiaries and (3) the bank holding companyorganization will continue to meet minimum required capital adequacy ratios. The supervisory guidance also provides that a bank holding company should inform the FRB reasonably in advance of declaring or paying a dividend that exceeds earnings for the period for which the dividend is being paid or that could result in a material adverse change to the bank holding company’s capital structure. Bank holding companies also are required to consult with the FRB before redeeming or repurchasing capital instruments, (including common stock), or materially increasing dividends.
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Transactions with Affiliates
Federal banking laws and regulations impose qualitative standards and quantitative limitations upon certain transactions between a bank and its affiliates, including between Comerica and its nonbank subsidiaries, on the one hand, and Comerica’s affiliate insured depository institutions, on the other. For example, Section 23A of the Federal Reserve Act limits the aggregate outstanding amount of any insured depository institution’s loans and other “covered transactions” with any particular nonbank affiliate (including financial subsidiaries) to no more than 10% of the institution’s total capital and limits the aggregate outstanding amount of any insured depository institution’s covered transactions with all of its nonbank affiliates to no more than 20% of its total capital. “Covered transactions” are defined by statute to include (i) a loan or extension of credit to an affiliate, (ii) a purchase of securities issued by an affiliate, (iii) a purchase of assets (unless otherwise exempted by the FRB) from the affiliate, (iv) the acceptance of securities issued by the affiliate as collateral for a loan, (v) the issuance of a guarantee, acceptance or letter of credit on behalf of an affiliate and (vi) securities borrowing or lending transactions and derivative transactions with an affiliate, to the extent that either causes a bank or its affiliate to have credit exposure to the securities borrowing/lending or derivative counterparty. Section 23A of the Federal Reserve Act also generally requires that an insured depository institution’s loans to its nonbank affiliates be, at a minimum, 100% secured, and Section 23B of the Federal Reserve Act generally requires that an insured depository institution’s transactions with its nonbank affiliates be on terms and under circumstances that are substantially the same or at least as favorable as those prevailing for comparable transactions with nonaffiliates. Federal banking laws also place similar restrictions on loans and other extensions of credit by FDIC-insured banks, such as Comerica Bank and Comerica Bank & Trust, National Association, and their subsidiaries to their directors, executive officers and principal shareholders.
Data Privacy and Cybersecurity Regulation
    Comerica is subject to many U.S. federal, U.S. state and international laws and regulations governing consumer data privacy protection, which require, among other things, maintaining policies and procedures to protect the non-public confidential information of customers and employees. The privacy provisions of the Gramm-Leach-Bliley Act generally prohibit financial institutions, including Comerica and its subsidiaries, from disclosing nonpublic personal financial information of consumer customers to third parties for certain purposes (primarily marketing) unless customers have the opportunity to “opt out” of the disclosure. Other laws and regulations, at the international, federal and state levels, limit Comerica’s ability to share certain information with affiliates and non-affiliates for marketing and/or non-marketing purposes, or to contact customers with marketing offers. The Gramm-Leach-Bliley Act also requires banks to implement a comprehensive information security program that includes administrative, technical and physical safeguards to ensure the security and confidentiality of customer records and information.
In October 2016,On November 18, 2021, the federal banking regulators issued an advancethe final rule regarding Computer-Security Incident Notification Requirements for Banking Organizations and Their Service Providers, which became effective April 1, 2022 and requires a bank to notify its primary federal regulator of certain cybersecurity incidents within thirty-six (36) hours after the bank determines that a cybersecurity incident has occurred. The rule defines what constitutes a reportable incident and also requires bank service providers to provide notice to their respective banking organization customers of proposed rulemaking regarding enhanced cyber risk management standards, which would apply to a wide range of large financial institutions, including Comerica, and their third-party service providers. The proposed standards would expand existingcertain cybersecurity regulations and guidance to focus on cyber risk governance and management; management of internal and external dependencies; and incident response, cyber resilience and situational awareness. In addition, the proposal contemplates more stringent standards for institutions with systems that are critical to the financial sector. Comerica continues to monitor the development of this rule.incidents.
Data privacy and data protection are areas of increasing state legislative focus. For example, in June of 2018, the Governor of California signed into law the California Consumer Privacy Act of 2018 (the “CCPA”). The CCPA,, which became effective on January 1, 2020, applies to for-profit businesses that conduct business in California and meet certain revenue or data collection thresholds. The CCPA gives consumers the right to request disclosure of information collected about them, and whether that information has been sold or shared with others, the right to request deletion of personal information (subject to certain exceptions), the right to opt out of the sale of the consumer’s personal information, and the right not to be discriminated against for exercising these rights. The CCPA contains several exemptions, including an exemption applicable to information that is collected, processed, sold or disclosed pursuant to the Gramm-Leach-Bliley Act. TheAdditionally, in November of 2020, California Attorney General adopted regulations implementingvoters approved the CCPA on August 14, 2020.adoption of the California Privacy Rights Act (the “CPRA”), which is effective as of January 1, 2023, and which, among other things, expands certain consumer rights granted under the CCPA. Comerica has a physical footprint in California and is required to comply with both the CCPA. In addition, similarCCPA and CPRA. Similar laws have also been adopted by other states, including the state of Colorado, where Comerica does business but does not have banking centers, and may be adopted by other states wherein the future. For example, the Michigan legislature is currently considering a consumer privacy rights law, which could potentially impact Comerica does business.due to its physical presence in Michigan. The federal government may also pass data privacy or data protection legislation.
Like other lenders, Comerica Bank and other of Comerica’s subsidiaries use credit bureau data in their underwriting activities. Use of such data is regulated under the Fair Credit Reporting Act (“FCRA”), and the FCRA also regulates reporting information to credit bureaus, prescreening individuals for credit offers, sharing of information between affiliates, and using affiliate data for marketing purposes. Similar state laws may impose additional requirements on Comerica and its subsidiaries.
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FDIC Insurance Assessments
    The DIF provides deposit insurance coverage for certain deposits up to $250,000 per depositor in each deposit account category. Comerica's subsidiary banks are subject to FDIC deposit insurance assessments to maintain the DIF. The FDIC imposes a risk-based deposit premium assessment system, where the assessment rates for an insured depository institution are
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determined by an assessment rate calculator, which is based on a number of elements to measure the risk each institution poses to the DIF. The assessment rate is applied to total average assets less tangible equity. Under the current system, premiums are assessed quarterly and could increase if, for example, criticized loans and/or other higher risk assets increase or balance sheet liquidity decreases. For 2021,2022, Comerica’s FDIC insurance expense totaled $22$31 million.
On October 18, 2022, the FDIC finalized a rule that would increase initial base deposit insurance assessment rates by 2 basis points, beginning with the first quarterly assessment period of 2023. The FDIC, as required under the Federal Deposit Insurance Act, established a plan in September 2020 to restore the DIF reserve ratio to meet or exceed the statutory minimum of 1.35 percent within eight years. This plan did not include an increase in the deposit insurance assessment rate. Based on the FDIC’s recent projections, however, the FDIC determined that the DIF reserve ratio is at risk of not reaching the statutory minimum by the statutory deadline of September 30, 2028 without increasing the deposit insurance assessment rates. The increased assessment would improve the likelihood that the DIF reserve ratio would reach the required minimum by the statutory deadline, consistent with the FDIC’s Amended Restoration Plan. The rule is effective as of January 1, 2023.
Anti-Money Laundering Regulations
    Comerica is subject to several federal laws that are designed to combat money laundering, terrorist financing, and transactions with persons, companies or foreign governments designated by U.S. authorities ("AML laws"). This category of laws includes the Bank Secrecy Act, the Money Laundering Control Act, and the Uniting and Strengthening America by Providing Appropriate Tools Required to Intercept and Obstruct Terrorism Act of 2001, or USA PATRIOT Act.
    The AML laws and their implementing regulations require insured depository institutions, broker-dealers, and certain other financial institutions to have policies, procedures, and controls to detect, prevent, and report money laundering and terrorist financing. The AML laws and their regulations also provide for information sharing, subject to conditions, between federal law enforcement agencies and financial institutions, as well as among financial institutions, for counter-terrorism purposes. Federal banking regulators are required, when reviewing bank holding company acquisition and bank merger applications, to take into account the effectiveness of the anti-money laundering activities of the applicants. To comply with these obligations, Comerica and its various operating units have implemented appropriate internal practices, procedures, and controls.
Office of Foreign Assets Control Regulation
    The Office of Foreign Assets Control (“OFAC”) is responsible for administering economic sanctions that affect transactions with designated foreign countries, nationals and others, as defined by various Executive Orders and Acts of Congress. OFAC-administered sanctions take many different forms. For example, sanctions may include: (1) restrictions on trade with or investment in a sanctioned country, including prohibitions against direct or indirect imports from and exports to a sanctioned country and prohibitions on U.S. persons engaging in financial transactions relating to, making investments in, or providing investment-related advice or assistance to, a sanctioned country; and (2) a blocking of assets in which the government or “specially designated nationals” of the sanctioned country have an interest, by prohibiting transfers of property subject to U.S. jurisdiction (including property in the possession or control of U.S. persons). OFAC also publishes lists of persons, organizations, and countries suspected of aiding, harboring or engaging in terrorist acts, known as Specially Designated Nationals and Blocked Persons. Blocked assets (e.g., property and bank deposits) cannot be paid out, withdrawn, set off or transferred in any manner without a license from OFAC. Failure to comply with these sanctions could have serious legal and reputational consequences.
Interstate Banking and Branching
The Interstate Banking and Branching Efficiency Act (the “Interstate Act”), as amended by the Dodd-Frank Act, permits a bank holding company, with FRB approval, to acquire banking institutions located in states other than the bank holding company's home state without regard to whether the transaction is prohibited under state law, but subject to any state requirement that the bank has been organized and operating for a minimum period of time, not to exceed five years, and the requirement that the bank holding company, prior to and following the proposed acquisition, control no more than 10 percent of the total amount of deposits of insured depository institutions in the U.S. and no more than 30 percent of such deposits in that state (or such amount as established by state law if such amount is lower than 30 percent). The Interstate Act, as amended, also authorizes banks to operate branch offices outside their home states by merging with out-of-state banks, purchasing branches in other states and by establishing de novo branches in other states, subject to various conditions. In the case of purchasing branches in a state in which it does not already have banking operations, de novo interstate branching is permissible if under the law of the state in which the branch is to be located, a state bank chartered by that state would be permitted to establish the
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branch. A bank holding company or bank must be well capitalized and well managed in order to take advantage of these interstate banking and branching provisions.
Comerica has consolidated the majority of its banking business into one bank, Comerica Bank, with banking centers in Texas, Arizona, California, Florida and Michigan, as well as Canada.
Source of Strength and Cross-Guarantee Requirements
Federal law and FRB regulations require that bank holding companies serve as a source of strength to each subsidiary bank and commit resources to support each subsidiary bank. This support may be required at times when a bank holding company may not be able to provide such support without adversely affecting its ability to meet other obligations. The FRB may require a bank holding company to make capital injections into a troubled subsidiary bank and may charge the bank holding company with engaging in unsafe and unsound practices if the bank holding company fails to commit resources to such a subsidiary bank or if it undertakes actions that the FRB believes might jeopardize the bank holding company’s ability to commit resources to such subsidiary bank. Under these requirements, Comerica may in the future be required to provide
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financial assistance to its subsidiary banks should they experience financial distress. Capital loans by Comerica to its subsidiary banks would be subordinate in right of payment to deposits and certain other debts of the subsidiary banks. In the event of Comerica’s bankruptcy, any commitment by Comerica to a federal bank regulatory agency to maintain the capital of its subsidiary banks would be assumed by the bankruptcy trustee and entitled to a priority of payment.
Similarly, under the cross-guarantee provisions of the Federal Deposit Insurance Act, in the event of a loss suffered or anticipated by the FDIC (either as a result of the failure of a banking subsidiary or related to FDIC assistance provided to such a subsidiary in danger of failure), the other banking subsidiaries may be assessed for the FDIC’s loss, subject to certain exceptions. An FDIC cross-guarantee claim against a depository institution is superior in right of payment to claims of the holding company and its affiliates against such depository institution.
Supervisory and Enforcement Powers of Federal and State Banking Agencies
The FRB and other federal and state banking agencies have broad supervisory and enforcement powers, including, without limitation, and as prescribed to each agency by applicable law, the power to conduct examinations and investigations, impose nonpublic supervisory agreements, issue cease and desist orders, terminate deposit insurance, impose substantial fines and other civil penalties and appoint a conservator or receiver. Failure to comply with applicable laws or regulations could subject Comerica or its banking subsidiaries, as well as officers and directors of these organizations, to administrative sanctions and potentially substantial civil and criminal penalties. Bank regulators regularly examine the operations of bank holding companies and banks, and the results of these examinations, as well as certain supervisory and enforcement actions, are confidential and may not be made public.
Resolution Plans
As a depository institution with $50 billion or more of total consolidated assets, Comerica Bank is required to periodically file a resolution plan with the FDIC. On April 16, 2019, the FDIC released an advanced notice of proposed rulemaking (“ANPR”) with respect to the FDIC’s bank resolution plan requirements meant to better tailor bank resolution plans to a firm’s size, complexity and risk profile. The ANPR offers two alternative approaches to resolution planning for commenters to consider and solicits comment on how to tailor the requirements of the rule to reflect differences in size, complexity and other factors among the population of large insured depository institutions, and on whether to increase the current threshold of $50 billion in assets that triggers application of the rule. In connection with this rulemaking, the FDIC placed a moratorium on resolution plans until the rulemaking process was complete.
On June 25, 2021, the FDIC lifted the moratorium on resolution plan submissions for institutions with $100 billion or more in total assets. Under the FDIC’s Statement on Resolution Plans for IDIs, an institution will be required to submit resolution plans when it has $100 billion or more in total assets as determined based upon the average of the institution’s four most recent Reports of Condition and Income.
Incentive-Based Compensation
    Comerica is subject to guidance issued by the FRB, OCC and FDIC intended to ensure that the incentive compensation policies of banking organizations do not undermine the safety and soundness of such organizations by encouraging excessive risk-taking. The guidance, which covers senior executives as well as other employees who, either individually or as part of a group, have the ability to expose the banking organization to material amounts of risk, is based upon the key principles that a banking organization's incentive compensation arrangements (i) should provide employees incentives that appropriately balance risk and financial results in a manner that does not encourage employees to expose their organizations to imprudent risk; (ii) should be compatible with effective controls and risk-management; and (iii) should be supported by strong corporate governance, including active and effective oversight by the organization's board of directors. Banking organizations are expected to review regularly their incentive compensation arrangements based on these three principles. Where there are deficiencies in the incentive compensation arrangements, they should be promptly addressed. Enforcement actions may be taken against a banking organization if its incentive compensation arrangements, or related risk-management control or governance processes, pose a risk to the organization's safety and soundness, particularly if the organization is not taking
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prompt and effective measures to correct the deficiencies. Similar to other large banking organizations, Comerica has been subject to a continuing review of incentive compensation policies and practices by representatives of the FRB, the Federal Reserve Bank of Dallas and the Texas Department of Banking since 2011. As part of that review, Comerica has undertaken a thorough analysis of all the incentive compensation programs throughout the organization, the individuals covered by each plan and the risks inherent in each plan’s design and implementation. Comerica has determined that risks arising from employee compensation plans are not reasonably likely to have a material adverse effect on Comerica. It is Comerica’s intent to continue monitoring regulations and best practices for sound incentive compensation practices.
In 2016, the FRB, OCC and several other federal financial regulators revised and re-proposed rules to implement Section 956 of the Dodd-Frank Act. Section 956 directed regulators to jointly prescribe regulations or guidelines prohibiting incentive-based payment arrangements, or any feature of any such arrangement, at covered financial institutions that encourage
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inappropriate risks by providing excessive compensation or that could lead to a material financial loss. This proposal supplements the final guidance issued by the banking agencies in June 2010. Consistent with the Dodd-Frank Act, the proposed rule would impose heightened standards for institutions with $50 billion or more in total consolidated assets, which includes Comerica. For these larger institutions, the proposed rule would require the deferral of at least 40 percent of incentive-based payments for designated executives and significant risk-takers who individually have the ability to expose the institution to possible losses that are substantial in relation to the institution's size, capital or overall risk tolerance. Moreover, incentive-based compensation of these individuals would be subject to potential clawback for seven years following vesting. Further, the rule imposes enhanced risk management controls and governance and internal policy and procedure requirements with respect to incentive compensation. Comerica is monitoring the development of this rule.
The Volcker Rule
Comerica is prohibited under the Volcker Rule from (1) engaging in short-term proprietary trading for its own account and (2) having certain ownership interests in and relationships with hedge funds or private equity funds ("Covered Funds"). The Volcker Rule regulations contain exemptions for market-making, hedging, underwriting and trading in U.S. government and agency obligations, and permit certain ownership interests in certain types of Covered Funds to be retained. They also permit the offering and sponsoring of Covered Funds under certain conditions. The Volcker Rule regulations impose significant compliance and reporting obligations on banking entities.
Comerica has compliance programs required by the Volcker Rule and has either divested or received extensions for any holdings in Covered Funds. Additional information on Comerica's portfolio of indirect (through funds) private equity and venture capital investments, which includes the Covered Funds, is set forth in Note 1 of the Notes to Consolidated Financial Statements located on page F-49 of the Financial Section of this report.
In October 2019, the five federal agencies with rulemaking authority with respect to the Volcker Rule finalized changes designed to simplify compliance with the Volcker Rule. The final rule formalized a three-tiered approach to compliance program requirements for banking entities based on their level of trading activity. As a banking entity with “moderate” trading assets and liabilities (less than $20 billion), Comerica is subject to simplified compliance requirements. In June 2020, regulators finalized a rule further modifying the Volcker Rule’s prohibition on banking entities investing in or sponsoring Covered Funds. The final rule modifies three areas of the rule by: streamlining the covered funds portion of the rule; addressing the extraterritorial treatment of certain foreign funds; and permitting banking entities to offer financial services and engage in other activities that do not raise concerns that the Volcker Rule was intended to address. Comerica continues to follow Volcker Rule developments.
Derivative Transactions
As a state member bank, Comerica Bank may engage in derivative transactions, as permitted by applicable Texas and federal law. Title VII of the Dodd-Frank Act contains a comprehensive framework for over-the-counter (“OTC”) derivatives transactions. Even though many of the requirements do not impact Comerica directly, since Comerica Bank does not meet the definition of swap dealer or major swap participant, Comerica continues to review and evaluate the extent to which such requirements impact its business indirectly. On November 5, 2018, the CFTC issued a final rule that sets the permanent aggregate gross notional amount threshold for the de minimis exception from the definition of swap dealer at $8 billion in swap dealing activity entered into by a person over the preceding 12 months. Comerica's swap dealing activities for purposes of the de minimis exception are currently below this threshold.
The initial margin requirements for non-centrally cleared swaps and security-based swaps will bewere effective for Comerica’s swap and security-based swap counterparties that are swap dealers or major swap participants on September 1, 2022, at which timeand such counterparties will beare required to collect initial margin from Comerica. The initial margin requirements were issued for the purpose of ensuring safety and soundness of swap trading in light of the risk to the financial system associated with non-cleared swaps activity. Comerica is currently working toward meeting compliance with the initial margin requirements.



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Consumer Financial Protection Bureau and Certain Recent Consumer Finance Regulations
Comerica is subject to regulation by the CFPB, which has a broad rule-making authority for a wide range of consumer protection laws that apply to all banks and savings institutions and possesses examination and enforcement authority over all banks and savings institutions with more than $10 billion in assets, including Comerica Bank, and their depositary affiliates.
Comerica is also subject to certain state consumer protection laws, and under the Dodd-Frank Act, state attorneys general and other state officials are empowered to enforce certain federal consumer protection laws and regulations. In recent years, state authorities have increased their focus on and enforcement of consumer protection rules. These federal and state consumer protection laws apply to a broad range of Comerica’s activities and to various aspects of its business and include laws relating to interest rates, fair lending, disclosures of credit terms and estimated transaction costs to consumer borrowers, debt collection practices, the use of and the provision of information to consumer reporting agencies, and the prohibition of unfair,
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deceptive or abusive acts or practices in connection with the offer, sale or provision of consumer financial products and services.
UNDERWRITING APPROACH
The loan portfolio is a primary source of profitability and risk, so proper loan underwriting is critical to Comerica's long-term financial success. Comerica extends credit to businesses, individuals and public entities based on sound lending principles and consistent with prudent banking practice. During the loan underwriting process, a qualitative and quantitative analysis of potential credit facilities is performed, and the credit risks associated with each relationship are evaluated. Important factors considered as part of the underwriting process for new loans and loan renewals include:
People: Including the competence, integrity and succession planning of customers.
Purpose: The legal, logical and productive purposes of the credit facility.
Payment: Including the source, timing and probability of payment.
Protection: Including obtaining alternative sources of repayment, securing the loan, as appropriate, with collateral and/or third-party guarantees and ensuring appropriate legal documentation is obtained.
Perspective: The risk/reward relationship and pricing elements (cost of funds; servicing costs; time value of money; credit risk).
Comerica prices credit facilities to reflect risk, the related costs and the expected return, while maintaining competitiveness with other financial institutions. Loans with variable and fixed rates are underwritten to achieve expected risk-adjusted returns on the credit facilities and for the full relationship including the borrower's ability to repay the principal and interest based on such rates.
Credit Approval and Monitoring    
Approval of new loan exposure and oversight and monitoring of Comerica's loan portfolio is the joint responsibility of the Credit Risk Management and Decisioning department and the Credit Underwriting department (collectively referred to as “Credit”), plus the business units (“Line”). Credit assists the Line with underwriting by providing objective financial analysis, including an assessment of the borrower's business model, balance sheet, cash flow and collateral. The approval of new loan exposure is the joint responsibility of Credit Risk Management and Decisioning and the Line. Each commercial borrower relationship is assigned an internal risk rating by Credit Risk Management and Decisioning. Further, Credit updates the assigned internal risk rating as new information becomes available as a result of periodic reviews of credit quality, a change in borrower performance or approval of new loan exposure. The goal of the internal risk rating framework is to support Comerica's risk management capability, including its ability to identify and manage changes in the credit risk profile of its portfolio, predict future losses and price the loans appropriately for risk. Finally, the Line and Credit (including its Portfolio RiskCredit Analytics and Strategy department) work together to insure the overall credit risk within the loan portfolio is consistent with the bank’s Credit Risk Appetite.
Credit Policy
Comerica maintains a comprehensive set of credit policies. Comerica's credit policies provide Line and Credit Personnel with a framework of sound underwriting practices and potential loan structures. These credit policies also provide the framework for loan committee approval authorities based on its internal risk-rating system and establish maximum exposure limits based on risk ratings and Comerica's legal lending limit. Credit, in conjunction with the Line, monitors compliance with the credit policies and modifies the existing policies as necessary. New or modified policies/guidelines require approval by the Strategic Credit Committee, chaired by Comerica's Chief Credit Officer and comprised of senior credit, market and risk management executives.
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Commercial Loan Portfolio
Commercial loans are underwritten using a comprehensive analysis of the borrower's operations. The underwriting process includes an analysis of some or all of the factors listed below:
The borrower's business model and industry characteristics.
Periodic review of financial statements including financial statements audited by an independent certified public accountant when appropriate.
The proforma financial condition including financial projections.
The borrower's sources and uses of funds.
The borrower's debt service capacity.
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The guarantor's financial strength.
A comprehensive review of the quality and value of collateral, including independent third-party appraisals of machinery and equipment and commercial real estate, as appropriate, to determine the advance rates.
Physical inspection of collateral and audits of receivables, as appropriate.
For additional information specific to certain businesses within our commercial portfolio, please see the caption “Concentrations of Credit Risk" starting on page F-23F-20 of the Financial Section of this report.
Commercial Real Estate (CRE) Loan Portfolio
Comerica's CRE loan portfolio consists of real estate construction and commercial mortgage loans and includes loans to real estate developers and investors and loans secured by owner-occupied real estate. Comerica's CRE loan underwriting policies are consistent with the approach described above and provide maximum loan-to-value ratios that limit the size of a loan to a maximum percentage of the value of the real estate collateral securing the loan. The loan-to-value percentage varies by the type of collateral and is limited by advance rates established by our regulators. Our loan-to-value limitations are, in certain cases, more restrictive than those required by regulators and are influenced by other risk factors such as the financial strength of the borrower or guarantor, the equity provided to the project and the viability of the project itself. CRE loans generally require cash equity. CRE loans are normally originated with full recourse or limited recourse to all principals and owners. There are limitations to the size of a single project loan and to the aggregate dollar exposure to a single guarantor. For additional information specific to our CRE loan portfolio, please see the caption “Commercial Real Estate Lending” on page F-23F-21 of the Financial Section of this report.
Consumer and Residential Mortgage Loan Portfolios
Comerica's consumer and residential mortgage loan underwriting includes an assessment of each borrower's personal financial condition, including a review of credit reports and related FICO scores (a type of credit score used to assess an applicant's credit risk) and verification of income and assets, as applicable. After origination, internal risk ratings are assigned based on payment status and product type.
Comerica does not originate subprime loans. Although a standard industry definition for subprime loans (including subprime mortgage loans) does not exist, Comerica defines subprime loans as specific product offerings for higher risk borrowers, including individuals with one or a combination of high credit risk factors. These credit factors include low FICO scores, poor patterns of payment history, high debt-to-income ratios and elevated loan-to-value. Comerica generally considers subprime FICO scores to be those below 620 on a secured basis (excluding loans with cash or near-cash collateral and adequate income to make payments) and below 660 for unsecured loans. Residential mortgage loans retained in the portfolio are largely relationship based. The remaining loans are typically eligible to be sold on the secondary market. Adjustable-rate loans are limited to standard conventional loan programs. For additional information specific to our residential real estate loan portfolio, please see the caption “Residential Real Estate Lending” on pages F-24 through F-25page F-22 of the Financial Section of this report.
HUMAN CAPITAL RESOURCES
Comerica’s relationship banking strategy relies heavily on the personal relationships and the quality of service provided by employees. Accordingly, Comerica aims to attract, develop and retain employees who can drive financial and strategic growth objectives and build long-term shareholder value. Key items related to Comerica’s human capital resources are described below.
Structure. As of December 31, 2021,2022, Comerica and its subsidiaries had 7,2237,280 full-time and 388369 part-time employees, primarily located in Comerica’s core markets of Michigan, Texas, California, Arizona and Florida. Comerica’s Chief Human Resources Officer reports directly to the Chairman, President and CEO and manages all aspects of the employee experience, including talent acquisition, diversity and inclusion, learning and development, talent management, compensation and benefits.
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The Governance, Compensation and Nominating Committee of the Board is tasked with reviewing Comerica’s human capital management strategy and talent development program, including recruitment, evaluations and development activities. This Committee also reviews the Corporation’sComerica’s employee diversity, equity and inclusion initiatives, as well as the results of those initiatives. The Chief Diversity Officer provides annual updates to the full Board focusing on strategic framework, progress made in corporate governance,is provided annual workforce diversity, education and social impact over the past year, and the diversity and inclusion action plan for the upcoming year.updates. To enhance the Board’s understanding of Comerica's talent pipeline, the Board routinely meets with high-potential employees in formal and informal settings.
Productivity. Comerica carefully manages the size of its workforce and reallocates resources as needed. As of December 31, 2021,2022, Comerica’s total employee headcount, on a full-time equivalent basis, was 16 percent lower than as of December 31, 2015. Additionally, for 2021,2022, Comerica managed an average of $17 million of loans and deposits per employee.
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Diversity. Comerica has an organization-wide focus to improve recruitment and retention of women and ethnic minorities especially in leadership positions through its diversity outreach, diversity awareness and learning program and leadership development programs. As of December 31, 2021,2022, Comerica’s U.S. colleagues had the following attributes:
Female (%)Minority (%)Female (%)Minority (%)
EmployeesEmployees6541Employees6442
Officials and Managers(1)
Officials and Managers(1)
5229
Officials and Managers(1)
5329
Executive Officers(2)
Executive Officers(2)
43 21 
Executive Officers(2)
4321
(1) Based on EEO-1 job classifications.
(2) Using Securities and Exchange Commission definition.
Comerica was recognized in 20212022 as a 2021 Best Employer for Women by Forbes, included on Newsweek’s 2023 list of America’s Greatest Workplaces for Diversity and one of LATINA Style's Top 50 Best Company for Latinas to Work in the U.S., as well as receivingreceived five stars – the highest marking – in the category of governance as part of the 20212022 Hispanic Association on Corporate Responsibility Corporate Inclusion Index. Additionally, Comerica again received a perfect score of 100% on the Human Rights Campaign's Corporate Equality Index (for LGBTQLGBTQ+ equality).
Additionally,There are ten Comerica has Employee Resource Groups (ERGs), consisting of employees with common interests organized to promote professional development, social networking, awareness and inclusion, social impact and talent attraction and retention. The ERGs help support and sustain Comerica's diversity and inclusion model. In 2021,These groups include Comerica launched its tenth ERG, the nationalAfrican American Network; Comerica Asian &Indian Association; Comerica Asian and Pacific Islander Employee Resource Group.Islander; European Connection; Mi Gente; PRISM – LGBTQ+; Quantitative Professionals; Veteran’s Leadership Network; Women’s Forum and Young Professionals.
Compensation and Benefits. Comerica strives to provide pay, benefits, and servicesprograms that help meet the varying needs of its employees. Compensation and benefits include market-competitive pay, retirement programs, broad-based bonuses, an employee stock purchase plan, health and welfare benefits, an employee assistance program, financial counseling, paid time off, family leave and flexible work schedules. In 2021,2022, Comerica increased its minimum wage tofrom $17 per hour from $16.50.to $18 per hour. Additionally, for 2023, Comerica held employee health and welfare premiums steady, absorbing the rising cost of medical coverage. Comerica periodically reviewsexamines the main components of compensation, like salaries and benefitsbonuses, by grade level and position to ensure similar positions are paid comparativelyreceive similar pay to the extent other factors can be equalized (e.g., time in position, performance, education). Comerica also considers equitable benefits and to ensurelooks at policies and practices that Comerica has a competitive and valuable offering to meet the well-being and needspotentially drive inequities. Solicitation of its employees.salary history from applicants is prohibited.
Attraction, Development and Retention. Comerica measures the success of its talent acquisition strategy on speed and quality of acquisition, diversity of its applicant pool, and new colleagues' retention andcolleague retention. In addition, overall performance metrics. Each of these metrics isare tracked for each of the key business lines.line. Sourcing strategies and support structures are evaluated and modified to ensure that performance targets are met consistently.
Comerica has also createdoperates and continues to evolve multiple internal programs to support the development and retention of its colleagues, including Comerica University, internal Leadership Development, and Emerging Leaders, and Senior Leadership programs designed to traindevelop high potential employees, Com-Tech college coursesa Future-Ready Technology skills program to help re-skillre- and up-skill Technology colleagues, a Managing Essentials Certificate series for managers and organizational change management learning for all colleagues. In 2021,2022, over 7,6009,900 skills-based coursestitles were offered to Comerica colleagues and an average of 28 hoursaround 25 hours of training per employee were completed. Comerica also supports its employees’ involvement in external development programs and volunteerism. Beginning in 2022, allAll full-time colleagues will beare granted up to 8 hours of PTO annually, and all part-time colleagues will beare granted up to 4 hours of PTO annually to use for volunteer events. This includes volunteer opportunities related and unrelated to Comerica.
Comerica’s investment in its employees has resulted in a long-tenured workforce, with average tenure of more thanaround 12 years of service. Of the approximately 2,2002,750 open employee positions filled in 2021, 54%2022, 57% were filled by external hires and 46%43% positions were filled by internal hires. Employee turnover for 20212022 was 19%approximately 20%. In 2021, Comerica conducted its
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second enterprise-wide employee engagement survey, with approximately 80% of colleagues participating.participating, and plans to launch its third engagement survey in 2023.
AVAILABLE INFORMATION
Comerica maintains an Internet website at www.comerica.com where the Annual Report on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and all amendments to those reports are available without charge, as soon as reasonably practicable after those reports are filed with or furnished to the SEC. The Code of Business Conduct and Ethics for Employees, the Code of Business Conduct and Ethics for Members of the Board of Directors and the Senior Financial Officer Code of Ethics adopted by Comerica are also available on the Internet website and are available in print to any shareholder who requests them. Such requests should be made in writing to the Corporate Secretary at Comerica Incorporated, Comerica Bank Tower, 1717 Main Street, MC 6404, Dallas, Texas 75201.
In addition, pursuant to regulations adopted by the FRB, Comerica makes additional regulatory capital-related disclosures. Under these regulations, Comerica satisfies a portion of these requirements through postings on its website, and Comerica has done so and expects to continue to do so without also providing disclosure of this information through filings with the SEC.
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Where we have included web addresses in this report, such as our web address and the web address of the SEC, we have included those web addresses as inactive textual references only. Except as specifically incorporated by reference into this report, information on those websites is not part hereof.

Item 1A.  Risk Factors.
This report includes forward-looking statements as defined in the Private Securities Litigation Reform Act of 1995. In addition, Comerica may make other written and oral communications from time to time that contain such statements. All statements regarding Comerica's expected financial position, strategies and growth prospects and general economic conditions Comerica expects to exist in the future are forward-looking statements. The words, “anticipates,” “believes,” “contemplates,” “feels,” “expects,” “estimates,” “seeks,” “strives,” “plans,” “intends,” “outlook,” “forecast,” “position,” “target,” “mission,” “assume,” “achievable,” “potential,” “strategy,” “goal,” “aspiration,” “opportunity,” “initiative,” “outcome,” “continue,” “remain,” “maintain,” “on track,” “trend,” “objective,” “looks forward,” “projects,” “models” and variations of such words and similar expressions, or future or conditional verbs such as “will,” “would,” “should,” “could,” “might,” “can,” “may” or similar expressions, as they relate to Comerica or its management, are intended to identify forward-looking statements.
Comerica cautions that forward-looking statements are subject to numerous assumptions, risks and uncertainties, which change over time. Forward-looking statements speak only as of the date the statement is made, and Comerica does not undertake to update forward-looking statements to reflect facts, circumstances, assumptions or events that occur after the date the forward-looking statements are made. Actual results could differ materially from those anticipated in forward-looking statements and future results could differ materially from historical performance.
In addition to factors mentioned elsewhere in this report or previously disclosed in Comerica's SEC reports (accessible on the SEC's website at www.sec.gov or on Comerica's website at www.comerica.com), the factors contained below, among others, could cause actual results to differ materially from forward-looking statements, and future results could differ materially from historical performance.
CREDIT RISK
Changes in customer behavior due to outside factors may adversely impact Comerica's business, financial condition and results of operations.
Individual, economic, political, industry-specific conditions and other factors outside of Comerica's control, such as pandemics, inflation, military conflicts, labor shortages, supply chain constraints, fuel prices, energy costs, tariffs, real estate values or other factors that affect customer income levels, could alter predicted customer borrowing, repayment, investment and deposit practices. Such a change in these practices could materially adversely affect Comerica's ability to anticipate business needs and meet regulatory requirements.
Further, difficult economic conditions, such as a recession, may negatively affect consumer confidence levels. A decrease in consumer confidence levels would likely aggravate the adverse effects of these difficult market conditions on Comerica, Comerica's customers and others in the financial institutions industry.
Unfavorable developments concerning credit quality could adversely affect Comerica's financial results.
Although Comerica regularly reviews credit exposure related to its customers and various industry sectors in which it has business relationships, default risk may arise from events or circumstances that are difficult to detect or foresee. Under such circumstances, as occurred during the COVID-19 pandemic, Comerica could experience an increase in the
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level of provision for credit losses nonperforming assets, net charge-offs and reserve for credit losses, which could adversely affect Comerica's financial results. Additionally, some of Comerica's loan portfolios have higher risk profiles relative to the rest of our portfolio, such as Technology and Life Sciences, automotive production and the leveraged transactions book. For more information, please see "Leveraged Loans” starting on page F-23 of the Financial Section of this report and "Automotive Lending - Production" starting on page F-22 of the Financial Section of this report.
Declines in the businesses or industries of Comerica's customers could cause increased credit losses or decreased loan balances, which could adversely affect Comerica.
Comerica's business customer base consists, in part, of customers in volatile businesses and industries such as the automotive, commercial real estate, residential real estate and energy industries. These industries are sensitive to global economic conditions, supply chain factors and/or commodities prices. In particular,particular, in 2021, decreased2022, loan balances in Dealer Services occurred remained low and credit quality in automotive production remained under pressure due to an imbalancelingering effects of shortages in supplyparts which depressed manufacturing, and demand impacted by a shortage in microchips used in automotive production.thus sales volumes. Additionally, as companies implement policies to extend work-from-home arrangements,certain segments of the commercial real estate industry hashave been under more scrutiny.pressure due to rapidly rising interest rates, shifts in demand (i.e., office, retail), labor and materials shortages and capital markets volatility. Finally, while energy prices recoveredcontinued to fluctuate in 2021, they are unlikely to remain stable,2022, and energy companies are expected to experience environmental pressure over the long-term. Any decline in one of these businesses or industries could cause increased credit losses or reduced loan demand, which in turn could adversely affect Comerica. Further, any decline in these businesses or industries could cause decreased borrowings, either due to reduced demand or reductions in the borrowing base available for each customer loan. For more information regarding certain of Comerica's lines of business, please see "Concentrations of Credit Risk," "Commercial Real Estate Lending," "Automotive Lending - Dealer," "Automotive Lending - Production," "Residential Real Estate Lending,"and “Energy Lending” starting on pages F-23 through F-25page F-20 of the Financial Section of this report.
Additionally, certain industries have been particularly susceptible to the effects of the pandemic, such as retail commercial real estate, retail goods and services, hotels, arts/recreation, airlines, restaurants and bars, childcare, coffee shops, cruise lines, education, gasoline and convenience stores, religious organizations, senior living, freight and travel arrangements, and Comerica has outstanding loans to clients in these industries, as described below under "Other Sectors Most at Risk due to Economic Stress Resulting from COVID-19 Impacts" on page F-26 of the Financial Section of this report.
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Changes in customer behavior due to outside factors may adversely impact Comerica's business, financial condition and results of operations.
Individual, economic, political, industry-specific conditions and other factors outside of Comerica's control, such as pandemics, inflation, fuel prices, energy costs, tariffs, real estate values or other factors that affect customer income levels, could alter predicted customer borrowing, repayment, investment and deposit practices. Such a change in these practices could materially adversely affect Comerica's ability to anticipate business needs and meet regulatory requirements.
Further, difficult economic conditions may negatively affect consumer confidence levels. A decrease in consumer confidence levels would likely aggravate the adverse effects of these difficult market conditions on Comerica, Comerica's customers and others in the financial institutions industry.
MARKET RISK
Governmental monetary and fiscal policies may adversely affect the financial services industry, and therefore impact Comerica's financial condition and results of operations.
Monetary and fiscal policies of various governmental and regulatory agencies, in particular the FRB, affect the financial services industry, directly and indirectly. The FRB regulates the supply of money and credit in the U.S., and its monetary policies determine in large part Comerica's cost of funds for lending and investing and the return that can be earned on such loans and investments. Changes in such policies, including changes in interest rates or changes in the FRB's balance sheet, influence the origination of loans, the value of investments, the generation of deposits and the rates received on loans and investment securities and paid on deposits. Changes in monetary and fiscal policies are beyond Comerica's control and difficult to predict. Comerica's financial condition and results of operations could be materially adversely impacted by changes in governmental monetary and fiscal policies.
Fluctuations in interest rates and their impact on deposit pricing could adversely affect Comerica's net interest income and balance sheet.
The operations of financial institutions such as Comerica are dependent to a large degree on net interest income, which is the difference between interest income from loans and investments and interest expense on deposits and borrowings. Prevailing economic conditions and the trade, fiscal and monetary policies of the federal government and various regulatory agencies all affect market rates of interest and the availability and cost of credit, which in turn significantly affect financial institutions' net interest income and the market value of its investment securities. A continued lowThe Federal Reserve raised interest rate environmentrates seven times in 2022; if the Federal Reserve lowers interest rates in the future, it will adversely affect the interest income Comerica earns on loans and investments. Further, while Comerica has taken steps to reduce its interest rate sensitivity, those actions, such as the execution of Comerica's hedging strategy, do not fully eliminate interest rate risk. For a discussion of Comerica's interest rate sensitivity,sensitivity and risk management strategies, please see, “Market and LiquidityLiquidity Risk” beginning on page F-27F-24 of the Financial Section of this report.
Deposits make up a large portion of Comerica’s funding portfolio. Comerica's funding costs may increase if it raises deposit rates to avoid losing customer deposits, or if it loses customer deposits and must rely on more expensive sources of funding. In 2022, interest expense increased $149 million from 2021, due to a rising rate environment. Higher funding costs will reduce Comerica's net interest margin and net interest income.
Volatility in interest rates can also result in disintermediation, which is the flow of funds away from financial institutions into direct investments, such as federal government and corporate securities and other investment vehicles, which, because of the absence of federal insurance premiums and reserve requirements, generally pay higher rates of return than financial institutions. Comerica's financial results could be materially adversely impacted by changes in financial market conditions.
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Interest rates on Comerica's outstanding financial instruments might be subject to change based on developments related to LIBOR, which could adversely affect its revenue, expenses, and the value of those financial instruments.
On July 27, 2017, the United Kingdom’s Financial Conduct Authority ("FCA"), which regulates LIBOR, publicly announced that it intended to stop persuading or compelling banks to submit LIBOR rates after 2021. Certain LIBOR tenors are no longer supported as of December 31, 2021, and the FCA has announced that the remaining tenors, including those most commonly used by Comerica, will cease to be supported after June 30, 2023. While Comerica stopped originating LIBOR-based products in the fourth quarter of 2021, it still has substantialremaining exposure to outstanding LIBOR-based products, including loans and derivatives. Approximately 71 percentAs of Comerica's loans at December 31, 2021 were tied2022, there are approximately $16.0 billion of LIBOR-based loans. Of these, approximately 18 percent have maturity dates prior to LIBOR, which excludescessation, 46 percent mature after cessation but have fallback language and the impactremaining 36 percent are in process of interest rate swaps converting floating-rate loans to fixed. remediation.
Comerica is currently issuing new Secured Overnight Financing Rate (SOFR)-based and Bloomberg Short-Term Bank Yield Index (BSBY)-based cash and derivative products. Comerica continues to monitor market developments and regulatory updates, as well as collaborate with regulators and industry groups on the transition.
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The market transition away from LIBOR to an alternative reference rate is complex and could have a range of adverse effects on ourComerica's business, financial condition and results of operations. In particular, such transition could:
adversely affect the interest rates paid or received on, and the revenues and expenses associated with, Comerica’s floating rate obligations, loans, deposits, derivatives, and other financial instruments tied to LIBOR rates, or other securities or financial arrangements given LIBOR’s historical role in determining market interest rates globally;
adversely affect the value of Comerica’s floating rate obligations, loans, deposits, derivatives, and other financial instruments tied to LIBOR rates, or other securities or financial arrangements given LIBOR’s historical role in determining market interest rates globally;
prompt inquiries or other actions from regulators in respect to Comerica’s selection of alternative reference rates other than SOFR; and
result in disputes, litigation or other actions with counterparties regarding the interpretation and enforceability of certain fallback language in LIBOR-based instruments.
More information regarding the LIBOR transition is available on page F-30F-27 under "LIBOR Transition."
The manner and impact of this transition, as well as the effect of these developments on Comerica’s funding costs, loan and investment and trading securities portfolios, asset-liability management, and business, is uncertain.
LIQUIDITY RISK
Comerica must maintain adequate sources of funding and liquidity to meet regulatory expectations, support its operations and fund outstanding liabilities.
Comerica’s liquidity and ability to fund and run its business could be materially adversely affected by a variety of conditions and factors, including financial and credit market disruptions and volatility, a lack of market or customer confidence in financial markets in general, or deposit competition based on interest rates, which may result in a loss of customer deposits or outflows of cash or collateral and/or adversely affect Comerica's ability to access capital markets on favorable terms.
Other conditions and factors that could materially adversely affect Comerica’s liquidity and funding include a lack of market or customer confidence in, or negative news about, Comerica or the financial services industry generally which also may result in a loss of deposits and/or negatively affect Comerica's ability to access the capital markets; the loss of customer deposits to alternative investments; counterparty availability; interest rate fluctuations; general economic conditions; and the legal, regulatory, accounting and tax environments governing Comerica's funding transactions. Many of the above conditions and factors may be caused by events over which Comerica has little or no control. There can be no assurance that significant disruption and volatility in the financial markets will not occur in the future. Further, Comerica's customers may be adversely impacted by such conditions, which could have a negative impact on Comerica's business, financial condition and results of operations.
Additionally, if Comerica is unable to continue to fund assets through customer bank deposits or access funding sources on favorable terms, or if Comerica suffers an increase in borrowing costs or otherwise fails to manage liquidity effectively, Comerica’s liquidity, operating margins, financial condition and results of operations may be materially adversely affected.
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Reduction in our credit ratings could adversely affect Comerica and/or the holders of its securities.
Rating agencies regularly evaluate Comerica, and their ratings are based on a number of factors, including Comerica's financial strength as well as factors not entirely within its control, such as conditions affecting the financial services industry generally. There can be no assurance that Comerica will maintain its current ratings. While recent credit rating actions have had little to no detrimental impact on Comerica's profitability, borrowing costs, or ability to access the capital markets, future downgrades to Comerica's or its subsidiaries' credit ratings could adversely affect Comerica's profitability, borrowing costs, or ability to access the capital markets or otherwise have a negative effect on Comerica's results of operations or financial condition. If such a reduction placed Comerica's or its subsidiaries' credit ratings below investment grade, it could also create obligations or liabilities under the terms of existing arrangements that could increase Comerica's costs under such arrangements. Additionally, a downgrade of the credit rating of any particular security issued by Comerica or its subsidiaries could negatively affect the ability of the holders of that security to sell the securities and the prices at which any such securities may be sold.
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The soundness of other financial institutions could adversely affect Comerica.
Comerica's ability to engage in routine funding transactions could be adversely affected by the actions and commercial soundness of other financial institutions. Financial services institutions are interrelated as a result of trading, clearing, counterparty or other relationships. Comerica has exposure to many different industries and counterparties, and it routinely executes transactions with counterparties in the financial industry, including brokers and dealers, commercial banks, investment banks, mutual and hedge funds, and other institutional clients. As a result, defaults by, or even rumors or questions about, one or more financial services institutions, or the financial services industry generally, have led, and may further lead, to market-wide liquidity problems and could lead to losses or defaults by us or by other institutions. Many of these transactions could expose Comerica to credit risk in the event of default of its counterparty or client. In addition, Comerica's credit risk may be impacted when the collateral held by it cannot be monetized or is liquidated at prices not sufficient to recover the full amount of the financial instrument exposure due to Comerica. There is no assurance that any such losses would not adversely affect, possibly materially, Comerica.
TECHNOLOGY RISK
Comerica faces security risks, including denial of service attacks, hacking, social engineering attacks targeting Comerica’s colleagues and customers, malware intrusion or data corruption attempts, and identity theft that could result in the disclosure of confidential information, adversely affect its business or reputation, and create significant legal and financial exposure.
Comerica’s computer systems and network infrastructure and those of third parties, on which Comerica is highly dependent, are subject to security risks and could be susceptible to cyber attacks, such as denial of service attacks, hacking, terrorist activities or identity theft. Comerica’s business relies on the secure processing, transmission, storage and retrieval of confidential, proprietary and other information in its computer and data management systems and networks, and in the computer and data management systems and networks of third parties. In addition, to access Comerica’s network, products and services, its customers and other third parties may use personal mobile devices or computing devices that are outside of its network environment and are subject to their own cybersecurity risks.
Cyber attacks could include computer viruses, malicious or destructive code, phishing attacks, denial of service or information, ransomware, improper access by employees or vendors, attacks on personal email of employees, ransom demands to not expose security vulnerabilities in Comerica's systems or the systems of third parties, or other security breaches, and could result in the destruction or exfiltration of data and systems. As cyber threats continue to evolve, Comerica may be required to expend significant additional resources to continue to modify or enhance its protective measures or to investigate and remediate any information security vulnerabilities or incidents. Despite efforts to ensure the integrity of Comerica’s systems and implement controls, processes, policies and other protective measures, Comerica may not be able to anticipate all security breaches, nor may it be able to implement guaranteed preventive measures against such security breaches. Cyber threats are rapidly evolving and Comerica may not be able to anticipate or prevent all such attacks and could be held liable for any security breach or loss.
Although Comerica has programs in place related to business continuity, disaster recovery and information security to maintain the confidentiality, integrity, and availability of its systems, business applications and customer information, such disruptions may still give rise to interruptions in service to customers and loss or liability to Comerica, including loss of customer data. Like other financial services firms, Comerica and its third party providers continue to be the subject of cyber attacks. Although to this date Comerica has not experienced any material losses or other material consequences related to cyber attacks, future cyber attacks could be more disruptive and damaging, and Comerica may not be able to anticipate or prevent all such attacks. Further, cyber attacks may not be detected in a timely manner.
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Cyber attacks or other information or security breaches, whether directed at Comerica or third parties, may result in a material loss or have material consequences. Furthermore, the public perception that a cyber attack on Comerica’s systems has been successful, whether or not this perception is correct, may damage its reputation with customers and third parties with whom it does business. Hacking of personal information and identity theft risks, in particular, could cause serious reputational harm. A successful penetration or circumvention of system security could cause Comerica serious negative consequences, including loss of customers and business opportunities, costs associated with maintaining business relationships after an attack or breach; significant business disruption to Comerica’s operations and business, misappropriation, exposure, or destruction of its confidential information, intellectual property, funds, and/or those of its customers; or damage to Comerica’s or Comerica’s customers’ and/or third parties’ computers or systems, and could result in a violation of applicable privacy laws and other laws, litigation exposure, regulatory fines, penalties or intervention, loss of confidence in Comerica’s security measures, reputational damage, reimbursement or other compensatory costs, additional compliance costs, and could adversely impact its results of operations, liquidity and financial condition. In addition, although Comerica maintains insurance coverage that may cover certain cyber
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losses (subject to policy terms and conditions), we may not have adequate insurance coverage to compensate for losses from a cybersecurity event.
Cybersecurity and data privacy are areas of heightened legislative and regulatory focus.
As cybersecurity and data privacy risks for banking organizations and the broader financial system have significantly increased in recent years, cybersecurity and data privacy issues have become the subject of increasing legislative and regulatory focus. The federal bank regulatory agencies have proposed enhanced cyber risk management standards, which would apply to a wide range of large financial institutions and their third-party service providers, including Comerica and its bank subsidiaries, and would focus on cyber risk governance and management, management of internal and external dependencies, and incident response, cyber resilience and situational awareness. Several states have also proposed or adopted cybersecurity legislation and regulations, which require, among other things, notification to affected individuals when there has been a security breach of their personal data. For more information regarding cybersecurity regulation, refer to the “Supervision and Regulation” section of this report.
Comerica receives, maintains and stores non-public personal information of Comerica’s customers and counterparties, including, but not limited to, personally identifiable information and personal financial information. The sharing, use, disclosure and protection of this information are governed by federal and state law. Both personally identifiable information and personal financial information is increasingly subject to legislation and regulation, the intent of which is to protect the privacy of personal information that is collected and handled. For example, in June of 2018, the Governor of California signed into law the CCPA. The CCPA, which became effective on January 1, 2020, applies to for-profit businesses that conduct business in California and meet certain revenue or data collection thresholds, including Comerica. For more information regarding data privacy regulation, refer to the “Supervision and Regulation” section of this report.
Comerica may become subject to new legislation or regulation concerning cybersecurity or the privacy of personally identifiable information and personal financial information or of any other information Comerica may store or maintain. Comerica could be adversely affected if new legislation or regulations are adopted or if existing legislation or regulations are modified such that Comerica is required to alter its systems or require changes to its business practices or privacy policies. If cybersecurity, data privacy, data protection, data transfer or data retention laws are implemented, interpreted or applied in a manner inconsistent with Comerica’s current practices, it may be subject to fines, litigation or regulatory enforcement actions or ordered to change its business practices, policies or systems in a manner that adversely impacts Comerica’s operating results.
OPERATIONAL RISK
Comerica’s operational or security systems or infrastructure, or those of third parties, could fail or be breached, which could disrupt Comerica’s business and adversely impact Comerica’s results of operations, liquidity and financial condition, as well as cause legal or reputational harm.
The potential for operational risk exposure exists throughout Comerica’s business and, as a result of its interactions with, and reliance on, third parties, is not limited to Comerica’s own internal operational functions. Comerica's operations rely on the secure processing, storage and transmission of confidential and other information on its technology systems and networks. These networks are subject to infrastructure failures, ongoing system maintenance and upgrades and planned network outages. Comerica's use of mobile and cloud technologies, as well as its hybrid work options permitting remote work, can heighten these and other operational risks. Any failure, interruption or breach in security of these systems could result in failures or disruptions in Comerica's customer relationship management, general ledger, deposit, loan and other systems.
Comerica relies on its employees and third parties in its day-to-day and ongoing operations, who may, as a result of human error, misconduct, malfeasance or failure, or breach of Comerica’s or of third-party systems or infrastructure,
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expose Comerica to risk. For example, Comerica’s ability to conduct business may be adversely affected by any significant disruptions to Comerica or to third parties with whom Comerica interacts or upon whom it relies. Although Comerica has programs in place related to business continuity, disaster recovery and information security to maintain the confidentiality, integrity and availability of its systems, business applications and customer information, such disruptions may still give rise to interruptions in service to customers and loss or liability to Comerica, including loss of customer data. In addition, Comerica’s ability to implement backup systems and other safeguards with respect to third-party systems is more limited than with respect to its own systems.
Comerica’s financial, accounting, data processing, backup or other operating or security systems and infrastructure may fail to operate properly or become disabled or damaged as a result of a number of factors, including events that are wholly or partially beyond its control, which could adversely affect its ability to process transactions or provide services. Such events may include sudden increases in customer transaction volume and/or customer activity;
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electrical, telecommunications or other major physical infrastructure outages; natural disasters such as earthquakes, tornadoes, hurricanes and floods; disease pandemics; cyber attacks; and events arising from local or larger scale political or social matters, including wars and terrorist acts.
The occurrence of any failure or interruption in Comerica's operations or information systems, or any security breach, could cause reputational damage, jeopardize the confidentiality of customer information, result in a loss of customer business, subject Comerica to regulatory intervention or expose it to civil litigation and financial loss or liability, any of which could have a material adverse effect on Comerica.
Comerica relies on other companies to provide certain key components of its delivery systems, and certain failures could materially adversely affect operations.
Comerica faces the risk of operational disruption, failure or capacity constraints due to its dependency on third party vendors for components of its delivery systems. Third party vendors provide certain key components of Comerica's delivery systems, such as cloud-based computing, networking and storage services, cash services, payment processing services, recording and monitoring services, internet connections and network access, clearing agency services, card processing services and trust processing services. While Comerica conducts due diligence prior to engaging with third party vendors and performs ongoing monitoring of vendor controls, it does not control their operations. Further, while Comerica's vendor management policies and practices are designed to comply with current regulations, these policies and practices cannot eliminate this risk. In this context, any vendor failure to properly deliver these services could adversely affect Comerica’s business operations, and result in financial loss, reputational harm, and/or regulatory action.
Legal and regulatory proceedings and related matters with respect to the financial services industry, including those directly involving Comerica and its subsidiaries, could adversely affect Comerica or the financial services industry in general.
Comerica has been, and may in the future be, subject to various legal and regulatory proceedings. It is inherently difficult to assess the outcome of these matters, and there can be no assurance that Comerica will prevail in any proceeding or litigation. Any such matter could result in substantial cost and diversion of Comerica's efforts, which by itself could have a material adverse effect on Comerica's financial condition and operating results. Further, adverse determinations in such matters could result in fines or actions by Comerica's regulators that could materially adversely affect Comerica's business, financial condition or results of operations.
Comerica establishes reserves for legal claims when payments associated with the claims become probable and the costs can be reasonably estimated. Comerica may still incur legal costs for a matter even if it has not established a reserve. In addition, due to the inherent subjectivity of the assessments and unpredictability of the outcome of legal proceedings, the actual cost of resolving a legal claim may be substantially higher than any amounts reserved for that matter. The ultimate resolution of a pending legal proceeding, depending on the remedy sought and granted, could adversely affect Comerica's results of operations and financial condition.
Comerica may incur losses due to fraud.
Fraudulent activity can take many forms and has escalated as more tools for accessing financial services emerge, such as real-time payments. Fraud schemes are broad and continuously evolving. Examples include but are not limited to:  debit card/credit card fraud, check fraud, mechanical devices attached to ATM machines, social engineering and phishing attacks to obtain personal information, impersonation of our clients through the use of falsified or stolen credentials, employee fraud, information theft and other malfeasance. Increased deployment of technologies, such as chip card technology, defray and reduce aspects of fraud; however, criminals are turning to other sources to steal personally identifiable information in order to impersonate the consumer to commit fraud. Many of these data compromises have been widely reported in the media. Further, as a result of the increased sophistication of fraud
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activity, Comerica continues to invest in systems, resources, and controls to detect and prevent fraud. This will result in continued ongoing investments in the future.
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Controls and procedures may not prevent or detect all errors or acts of fraud.
Controls and procedures are designed to provide reasonable assurance that information required to be disclosed in reports Comerica files or submits under the Exchange Act is accurately accumulated and communicated to management, and recorded, processed, summarized, and reported within the time periods specified in the SEC's rules and forms. Disclosure controls and procedures or internal controls and procedures, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met, due to certain inherent limitations. These limitations include the realities that judgments in decision making can be faulty, that alternative reasoned judgments can be drawn, that breakdowns can occur because of an error or mistake, or that controls may be fraudulently circumvented. Accordingly, because of the inherent limitations in control systems, misstatements due to error or fraud may occur and not be detected.
COMPLIANCE RISK
Changes in regulation or oversight, or changes in Comerica’s status with respect to existing regulations or oversight, may have a material adverse impact on Comerica's operations.
Comerica is subject to extensive regulation, supervision and examination by the U.S. Treasury, the Texas Department of Banking, the FDIC, the FRB, the OCC, the CFPB, the CFTC, the SEC, FINRA, DOL, MSRB and other regulatory bodies. Such regulation and supervision governs and limits the activities in which Comerica may engage. Regulatory authorities have extensive discretion in their supervisory and enforcement activities, including the imposition of restrictions on Comerica's operations and ability to make acquisitions, investigations and limitations related to Comerica's securities, the classification of Comerica's assets and determination of the level of Comerica's allowance for loan losses. Any change in such regulation and oversight, whether in the form of regulatory policy, regulations, legislation or supervisory action, may have a material adverse impact on Comerica's business, financial condition or results of operations. The impact of any future legislation or regulatory actions may adversely affect Comerica's businesses or operations.
Further, even if such regulations or oversight do not change, Comerica's business may develop such that it may be subject to increased regulatory requirements. In 2021, Comerica’sFor example, if Comerica's asset size increasedincreases in the future and began to approach $100 billion. Certain enhanced prudential standards and related requirements will apply to Comerica if it exceeds $100 billion in average total consolidated assets calculated over four consecutive financial quarters, which could happen in the future.Comerica will become a Category IV institution. Category IV institutions ($100 to $250 billion in assets) under the Tailoring Rules are subject to additional requirements, such as certain enhanced prudential standards and monitoring and reporting certain risk-based indicators. Under the Tailoring Rules, Category IV firms are, among other things, subject to (1) supervisory capital stress testing on a biennial basis, (2) requirements to develop and maintain a capital plan on an annual basis and (3) certain liquidity risk management and risk committee requirements, including liquidity buffer and liquidity stress testing requirements. Comerica would also incur additional assessments under Regulation TT. If Comerica becomes subject to enhanced prudential standards, it will face more stringent requirements or limitations on its business, as well as increased compliance costs, and, depending on its levels of capital and liquidity, stress test results and other factors, may be limited in the types of activities it may conduct and be limited as to how it utilizes capital. Further, Comerica may be subject to heightened expectations, which could result in additional regulatory scrutiny, higher penalties, and more severe consequences if it is unable to meet those expectations.
Compliance with stringent capital requirements may adversely affect Comerica.
Comerica is required to satisfy stringent regulatory capital standards, as set forth in the “Supervision and Regulation” section of this report. These requirements, and any other new laws or regulations related to capital and liquidity, or any existing requirements that Comerica becomes subject to as a result of its increased asset size, could adversely affect Comerica's ability to pay dividends or make share repurchases, or could require Comerica to reduce business levels or to raise capital, including in ways that may adversely affect its results of operations or financial condition and/or existing shareholders. Maintaining higher levels of capital may reduce Comerica's profitability and otherwise adversely affect its business, financial condition, or results of operations.
Tax regulations could be subject to potential legislative, administrative or judicial changes or interpretations.
Federal income tax treatment of corporations may be clarified and/or modified by legislative, administrative or judicial changes or interpretations at any time. Any such changes could adversely affect Comerica, either directly, or indirectly as a result of effects on Comerica's customers.



For example, the U.S. government recently enacted the Inflation Reduction Act (IRA), which includes changes to the U.S. corporate income tax system, including a 15% minimum tax based on “adjusted financial statement income” for certain large corporations, which is effective in 2023, and a 1% excise tax on share repurchases after December 31, 2022. In addition, the current administration has announced a
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proposal to increase such excise tax to 4%. While Comerica does not believe that the IRA will have a material impact on its consolidated financial statements, any future corporate tax legislation could have that effect.
STRATEGIC RISK
Damage to Comerica’s reputation could damage its businesses.
Reputational risk is an increasing concern for businesses as customers are interested in doing business with companies they admire and trust. Such risks include compliance issues, operational challenges, or a strategic, high profile event. Comerica's business is based on the trust of its customers, communities, and entire value chain, which makes managing reputational risk extremely important. News or other publicity that impairs Comerica's reputation, or the reputation of the financial services industry generally, can therefore cause significant harm to Comerica’s business and prospects. Further, adverse publicity or negative information posted on social media websites regarding Comerica, whether or not true, may result in harm to Comerica’s prospects.
Comerica may not be able to utilize technology to efficiently and effectively develop, market, and deliver new products and services to its customers.
The financial services industry experiences rapid technological change with regular introductions of new technology-driven products and services. The ability to access and use technology is an increasingly important competitive factor in the financial services industry, and having the right technology is a critically important component to customer satisfaction. As well, the efficient and effective utilization of technology enables financial institutions to reduce costs. Comerica's future success depends, in part, upon its ability to address the needs of its customers by using technology to market and deliver products and services that will satisfy customer demands, meet regulatory requirements, and create additional efficiencies in Comerica's operations. Comerica may not be able to effectively develop new technology-driven products and services or be successful in marketing or supporting these products and services to its customers, which could have a material adverse impact on Comerica's financial condition and results of operations.
Competitive product and pricing pressures within Comerica's markets may change.
Comerica operates in a very competitive environment, which is characterized by competition from a number of other financial institutions in each market in which it operates. Comerica competes largely on the basis of industry expertise, the range of products and services offered, pricing and reputation, customer convenience, quality customerof service, and responsiveness to customer needs and the overall relationship with our clients. Ourcustomer relationship. Comerica's competitors are large national and regionalinclude financial institutions as well as smaller financial institutions.of all sizes. Some of Comerica's larger competitors, including certain nationwide banks that have a significant presence in Comerica's market area,markets, may make available to their customershave a broader array of product, pricingproducts and structure alternatives and, due to their asset size, may more easily absorb credit losses in a larger overall portfolio.losses. Some of Comerica's competitors (larger or smaller) may have more liberal lending policies and processes.and aggressive pricing standards for loans, deposits and services. Increasingly, Comerica competes with other companies based on financial technology and capabilities, such as mobile banking applications and funds transfer.
Additionally, the financial services industry is subject to extensive regulation. For more information, see the “Supervision and Regulation” section of this report. Such regulations may require significant additional investments in technology, personnel or other resources or place limitations on the ability of financial institutions, including Comerica, to engage in certain activities. Comerica's competitors may be subject to a significantly different or reduced degree oflesser regulation due to their asset size or types of products offered. TheySome competitors may also have the ability to more efficiently utilize resources to comply with regulations or may be able to more effectively absorb the costscost of regulations into their existing cost structure.regulations.
In addition to banks, Comerica'sComerica and its banking subsidiaries also face competition from other financial intermediaries, including savings and loan associations, consumer and commercial finance companies, leasing companies, venture capital funds, credit unions, investment banks, insurance companies and securities firms. Competition among providers of financial products and services continues to increase as technology advances have lowered the barriers to entry for financial technology companies, with customers having the opportunity to select from a growing variety of traditional and nontraditional alternatives, including crowdfunding, digital wallets and money transfer services. The ability of non-banking financial institutionsnon-banks to provide services previously limited to commercialtraditional banks has intensified competition. Because non-banking financial institutionsnon-banks are not subject to many of the same regulatory restrictions as banks and bank holding companies, they can often operate with greater flexibility and lower cost structures.
If Comerica is unable to compete effectively in products and pricing in its markets, business could decline, which could have a material adverse effect on Comerica's business, financial condition or results of operations.
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The introduction, implementation, withdrawal, success and timing of business initiatives and strategies may be less successful or may be different than anticipated, which could adversely affect Comerica's business.
Comerica makes certain projections and develops plans and strategies for its banking and financial products. If Comerica does not accurately determine demand for its banking and financial product needs, it could result in
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Comerica incurring significant expenses without the anticipated increases in revenue, which could result in a material adverse effect on its business. Recently Comerica expanded its presence in the Southeastern and Mountain West regions of the U.S. by establishing commercial offices in North Carolina. If Comerica's expansion is not successful, it could adversely impact Comerica's expenses.
Management's ability to maintain and expand customer relationships may differ from expectations.
The financial services industry is very competitive. Comerica not only vies for business opportunities with new customers, but also competes to maintain and expand the relationships it has with its existing customers. While management believes that it can continue to grow many of these relationships, Comerica will continue to experience pressures to maintain these relationships as its competitors attempt to capture its customers. These pressures may be exacerbated by the continued disruption to in-person activities due to COVID-19. Failure to create new customer relationships and to maintain and expand existing customer relationships to the extent anticipated may adversely impact Comerica's earnings.
Management's ability to retain key officers and employees may change.
Comerica's future operating results depend substantially upon the continued service of its executive officers and key personnel. Comerica's future operating results also depend in significant part upon its ability to attract and retain qualified management, financial, technical, marketing, sales and support personnel. Competition for qualified personnel is intense, and Comerica cannot ensure success in attracting or retaining qualified personnel. There may be only a limited number of persons with the requisite skills to serve in these positions, and it may be increasingly difficult for Comerica to hire personnel over time. The increased prevalence of remote work environments has intensified the competition for talent as job opportunities may be less constrained by physical geography.
Further, Comerica's ability to retain key officers and employees may be impacted by legislation and regulation affecting the financial services industry. In 2016, the FRB, OCC and several other federal financial regulators revised and re-proposed rules to implement Section 956 of the Dodd-Frank Act. Section 956 directed regulators to jointly prescribe regulations or guidelines prohibiting incentive-based payment arrangements, or any feature of any such arrangement, at covered financial institutions that encourage inappropriate risks by providing excessive compensation or that could lead to a material financial loss. Consistent with the Dodd-Frank Act, the proposed rule would impose heightened standards for institutions with $50 billion or more in total consolidated assets, which includes Comerica. For these larger institutions, the proposed rule would require the deferral of at least 40 percent of incentive-based payments for designated executives and significant risk-takers who individually have the ability to expose the institution to possible losses that are substantial in relation to the institution's size, capital or overall risk tolerance. Moreover, incentive-based compensation of these individuals would be subject to potential clawback for seven years following vesting. Further, the rule imposes enhanced risk management controls and governance and internal policy and procedure requirements with respect to incentive compensation. Accordingly, Comerica may be at a disadvantage to offer competitive compensation compared to other financial institutions (as referenced above) or companies in other industries, which may not be subject to the same requirements.
Comerica's business, financial condition or results of operations could be materially adversely affected by the loss of any of its key employees, or Comerica's inability to attract and retain skilled employees.
Any future strategic acquisitions or divestitures may present certain risks to Comerica's business and operations.
Difficulties in capitalizing on the opportunities presented by a future acquisition may prevent Comerica from fully achieving the expected benefits from the acquisition, or may cause the achievement of such expectations to take longer to realize than expected.
Further, the assimilation of any acquired entity's customers and markets could result in higher than expected deposit attrition, loss of key employees, disruption of Comerica's businesses or the businesses of the acquired entity or otherwise adversely affect Comerica's ability to maintain relationships with customers and employees or achieve the anticipated benefits of the acquisition. These matters could have an adverse effect on Comerica for an undetermined period. Comerica would be subject to similar risks and difficulties in connection with any future decisions to downsize, sell or close units or otherwise change the business mix of Comerica.
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GENERAL RISK
The COVID-19 pandemic has and will likely continue to adversely impact our business, and the ultimate impact on our business and financial results will depend on future developments, which are highly uncertain and cannot be predicted, including the scope and duration of the pandemic and actions taken by governmental authorities in response to the pandemic.
The COVID-19 pandemic has negatively impacted the global economy, disrupted global supply chains, lowered equity market valuations, created significant volatility and disruption in financial markets, and increased unemployment levels. As a result of the continued uncertainty related to the pandemic and its variants, the demand for our products and services has been, and is expected to continue to be, significantly impacted. Furthermore, the pandemic has influenced and could further influence the recognition of credit losses in our loan portfolios and has increased and could further increase our allowance for credit losses, as long as some businesses' operations are impacted, and as more customers may draw on their lines of credit or seek additional loans to help finance their businesses. In response to the pandemic, we granted hardship relief assistance for customers experiencing financial difficulty as a result of COVID-19, including loan deferrals. As of December 31, 2021, pandemic-related payment deferrals totaled $22 million, representing approximately 10 obligors and consisting entirely of retail loans, primarily residential mortgages. Certain industries have been particularly susceptible to the effects of the pandemic, such as retail commercial real estate, retail goods and services, hotels, arts/recreation, airlines, restaurants and bars, childcare, coffee shops, cruise lines, education, gasoline and convenience stores, religious organizations, senior living, freight and travel arrangements, and Comerica has outstanding loans to clients in these industries, as described below under "Other Sectors Most at Risk due to Economic Stress Resulting from COVID-19 Impacts" on page F-26. Comerica's business operations may also be disrupted if significant portions of our workforce are unable to work effectively, including because of illness, quarantines, government actions, or other restrictions in connection with the pandemic.
The extent to which the COVID-19 pandemic impacts our business, results of operations, and financial condition, as well as our regulatory capital and liquidity ratios, will depend on future developments, which are highly uncertain and cannot be predicted, including the scope and duration of the pandemic and actions taken by governmental authorities and other third parties in response to the pandemic.
General political, economic or industry conditions, either domestically or internationally, may be less favorable than expected.
Local, domestic, and international events including economic, financial market, political and industry specificindustry-specific conditions affect the financial services industry, directly and indirectly. The economic environment and market conditions in which Comerica operates continue to be uncertain. WhileThe U.S. economy is facing headwinds from recessionary pressures, surging interest rates, high inflation, the end of fiscal stimulus, packages,lower housing market activity and weak export markets abroad. Foreign developments pose additional headwinds, including the rolloutimpacts of the COVID vaccine, strong business spendingRussia-Ukraine conflict, uncertainties about China’s reopening and improved labor markets contributed to an overall improved economic outlook in 2021, there continues to be uncertainty related to the impact of emerging COVID-19 variantstighter monetary policy across much of the global economy. While some of these headwinds are expected to dissipate in 2023, U.S. debt ceiling and vaccine efficacy, supply chain constraints, future monetarybudget deficit concerns have increased the possibility of further credit-rating downgrades and fiscal support and inflationary pressures. Conditionseconomic slowdowns, or a recession in the U.S. Conditions related to the COVID-19 pandemic, inflation, recession, unemployment, volatile interest rates, international conflicts, changes in trade policies and other factors, such as real estate values, energy prices, state and local municipal budget deficits, government spending and the U.S. national debt, outside of our control may, directly and indirectly, adversely affect Comerica.
Inflation could negatively impact Comerica's business, profitability and stock price.
Prolonged periods of inflation may impact Comerica profitability by negatively impacting its fixed costs and expenses, including increasing funding costs and expense related to talent acquisition and retention, and negatively impacting the demand for its products and services. Additionally, inflation may lead to a decrease in consumer and clients purchasing power and negatively affect the need or demand for Comerica's products and services. If significant inflation continues, Comerica's business could be negatively affected by, among other things, increased default rates leading to credit losses which could decrease the appetite for new credit extensions. These inflationary pressures could result in missed earnings and budgetary projections causing Comerica's stock price to suffer.
Methods of reducing risk exposures might not be effective.
Instruments, systems and strategies used to hedge or otherwise manage exposure to various types of credit, market, liquidity, technology, operational, compliance, financial reporting and strategic risks could be less effective than anticipated. As a result, Comerica may not be able to effectively mitigate its risk exposures in particular market environments or against particular types of risk, which could have a material adverse impact on Comerica's business, financial condition or results of operations.
For more information regarding risk management, please see "Risk Management" starting on page F-17F-15 of the Financial Section of this report.
Catastrophic events, including pandemics, may adversely affect the general economy, financial and capital markets, specific industries, and Comerica.
Acts of terrorism, cyber-terrorism, political unrest, war, civil disturbance, armed regional and international hostilities and international responses to these hostilities, natural disasters (including tornadoes, hurricanes, earthquakes, fires, droughts and floods), global health risks or pandemics, or the threat of or perceived potential for these events could have a negative impact on us. Comerica’s business continuity and disaster recovery plans may not be successful upon the occurrence of one of these scenarios, and a significant catastrophic event anywhere in the world could materially adversely affect Comerica's operating results.
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In particular, certain of the regions where Comerica operates, including California, Texas, and Florida, are known for being vulnerable to natural disasters, the nature and severity of which may be impacted by climate change.disasters. These types of natural catastrophic events have at times disrupted the local economies, Comerica's business and customers, and have caused physical damage to Comerica's property in these regions.
In addition, COVID-19 and concerns regarding the extent to which it may continue to spread, including the currently discovered and potential future variants of COVID-19, have affected, and may increasingly affect, international trade (including supply chains and export levels), travel, employee productivity, and other economic activities. COVID-19 or other potential epidemics or pandemics, have the potential to negatively impact Comerica's and/or its clients’ costs, demand for its clients’ products, and/or the U.S. economy or certain sectors thereof and, thus, adversely affect Comerica's business, financial condition, and results of operations.
Further, catastrophic events may have an impact on Comerica's customers and in turn, on Comerica.
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In addition, these events have had and may continue to have an adverse impact on the U.S. and world economy in general and consumer confidence and spending in particular, which could harm Comerica's operations. Any of these events could increase volatility in the U.S. and world financial markets, which could harm Comerica's stock price and may limit the capital resources available to Comerica and its customers. This could have a material adverse impact on Comerica's operating results, revenues and costs and may result in increased volatility in the market price of Comerica's common stock.
Climate change manifesting as physical or transition risks could adversely affect Comerica's operations, businesses and customers.
There is an increasing concern over the risks of climate change and related environmental sustainability matters. The physical risks of climate change include discrete events, such as flooding and wildfires, and longer term shifts in climate patterns, such as extreme heat, sea level rise, and more frequent and prolonged drought. Such events could disrupt Comerica's operations or those of its clients or third parties on which it relies, including through direct damage to assets and indirect impacts from supply chain disruption and market volatility. Additionally, transitioning to a low carbon economy may entail extensive policy, legal, technology, and market initiatives. Transition risks, including changes in consumer preferences and additional regulatory requirements or taxes, could increase expenses and undermine business strategies. In addition, Comerica's reputation and client relationships may be damaged as a result of practices related to climate change, including its involvement, or its clients’ involvement, in certain industries or projects associated with causing or exacerbating climate change, as well as any decisions Comerica makes to continue to conduct or change its activities in response to considerations relating to climate change, including the setting of climate-related goals, commitments and targets. As climate risk is interconnected with all key risk types, Comerica is advancing its processes to embed climate risk considerations into risk management strategies such as market, credit and operational risks; however, because the timing and severity of climate change may not be predictable, risk management strategies may not be effective in mitigating climate risk exposure.
Changes in accounting standards could materially impact Comerica's financial statements.
From time to time accounting standards setters change the financial accounting and reporting standards that govern the preparation of Comerica’s financial statements. These changes can be difficult to predict and can materially impact how Comerica records and reports its financial condition and results of operations. In some cases, Comerica could be required to apply a new or revised standard retroactively, resulting in changes to previously reported financial results, or a cumulative charge to retained earnings.
Comerica's accounting estimates and processes are critical to the reporting of financial condition and results of operations. They require management to make estimates about matters that are uncertain.
Accounting estimates and processes are fundamental to how Comerica records and reports its financial condition and results of operations. Management must exercise judgment in selecting and applying many of these accounting estimates and processes so they comply with U.S. Generally Accepted Accounting Principles ("GAAP"). In some cases, management must select an accounting policy or method to apply from two or more alternatives, any of which may be reasonable under the circumstances, yet may result in the Company reporting materially different results than would have been reported under a different alternative.
Management has identified certain accounting estimates as being critical because they require management's judgment to make difficult, subjective or complex judgments about matters that are uncertain. Materially different amounts could be reported under different conditions or using different assumptions or estimates. Comerica has established detailed policies and control procedures that are intended to ensure these critical accounting estimates and judgments are well controlled and applied consistently. In addition, the policies and procedures are intended to ensure that the process for changing methodologies occurs in an appropriate manner. Because of the uncertainty surrounding management's judgments and the estimates pertaining to these matters, Comerica cannot guarantee that it will not be required to adjust accounting policies or restate prior period financial statements. See “Critical Accounting Estimates” starting on page F-34F-31 of the Financial Section of this report and Note 1 of the Notes to Consolidated Financial Statements starting on page F-46F-43 of the Financial Section of this report.
Comerica's stock price can be volatile.
Stock price volatility may make it more difficult for shareholders to resell their common stock when they want and at prices they find attractive. Comerica's stock price can fluctuate significantly in response to a variety of factors including, among other things:
Actual or anticipated variations in quarterly results of operations.
Recommendations or projections by securities analysts.
Operating and stock price performance of other companies that investors deem comparable to Comerica.
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News reports relating to trends, concerns and other issues in the financial services industry.
Perceptions in the marketplace regarding Comerica and/or its competitors.
New technology used, or services offered, by competitors.
Significant acquisitions or business combinations, strategic partnerships, joint ventures or capital commitments by or involving Comerica or its competitors.
Changes in dividends and capital returns.
Changes in government regulations.
Cyclical fluctuations.
Geopolitical conditions such as acts or threats of terrorism or military conflicts.
Activity by short sellers and changing government restrictions on such activity.
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General market fluctuations, including real or anticipated changes in the strength of the economy; industry factors and general economic and political conditions and events, such as economic slowdowns or recessions; interest rate changes, oil price volatility or credit loss trends, among other factors, could also cause Comerica's stock price to decrease regardless of operating results.
For the above and other reasons, the market price of Comerica's securities may not accurately reflect the underlying value of the securities, and investors should consider this before relying on the market prices of Comerica's securities when making an investment decision.

Item 1B.  Unresolved Staff Comments.
None.

Item 2.  Properties.
The executive offices of Comerica are located in the Comerica Bank Tower, 1717 Main Street, Dallas, Texas 75201. Comerica Bank occupies six floors of the building, plus additional space on the building's lower level. Comerica does not own the Comerica Bank Tower space, but has naming rights to the building and leases the space from an unaffiliated third party. The lease for the majority of such space used by Comerica and its subsidiaries extends through September 2028.2028; however, the lease for one floor will terminate sooner, in November 2023. Comerica's Michigan headquarters are located in a 10-story building in the central business district of Detroit, Michigan at 411 W. Lafayette, Detroit, Michigan 48226. Such building is owned by Comerica Bank. As of December 31, 2021,2022, Comerica, through its banking affiliates, operated at a total of 557551 locations. This includes banking centers, trust services locations, and/or loan production or other financial services offices, primarily in the States of Texas, Michigan, California, Florida and Arizona. Of the 557551 locations, 217 were owned and 340334 were leased. As of December 31, 2021,2022, affiliates also operated from leased spaces in Denver, Colorado; Wilmington, Delaware; Oakbrook Terrace,Alpharetta, Georgia; Rosemont, Illinois; Boston, Massachusetts; Minneapolis, Minnesota; Morristown, New Jersey; New York, New York; Charlotte, North Carolina; Raleigh, North Carolina; Winston-Salem, North Carolina; Charleston, South Carolina; Greenville, South Carolina; Memphis, Tennessee; McLean, Virginia; Bellevue, Washington; Monterrey, Mexico; Toronto, Ontario, Canada and Windsor, Ontario, Canada. Comerica and its subsidiaries own, among other properties, a check processing center in Livonia, Michigan, and three buildings in Auburn Hills, Michigan, used mainly for lending functions and operations.

Item 3.  Legal Proceedings.
    Please see Note 21 of the Notes to Consolidated Financial Statements starting on page F-94F-90 of the Financial Section of this report.

Item 4.   Mine Safety Disclosures.
Not applicable.
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PART II

Item 5.  Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.
Market Information, Holders of Common Stock and Dividends
The common stock of Comerica Incorporated is traded on the New York Stock Exchange (NYSE Trading Symbol: CMA). At February 14, 2022,10, 2023, there were approximately approximate8,203 ly 8,031 record holdrecord holdersers of Comerica's common stock.
    Subject to approval of the Board of Directors, applicable regulatory requirements and the Series A Preferred Stock dividend preference, Comerica expects to continue its policy of paying regular cash dividends on a quarterly basis. A discussion of dividend restrictions applicable to Comerica is set forth in Notes 13 andNote 20 of the Notes to Consolidated Financial Statements starting on pages F-81 and F-92, respectively,page F-88 of the Financial Section of this report, in the "Capital" section starting on pages F-16 through F-17page F-14 of the Financial Section of this report and in the “Supervision and Regulation” section of this report.
Performance Graph
Our performance graph is available under the caption "Performance Graph" on page F-2F-2 of the Financial Section of this report.
Purchases of Equity Securities by the Issuer and Affiliated Purchasers
Comerica did not make any share repurchases under the share repurchase program during the first quarter of 2021 due to the uncertain path of the economic recovery, but resumed repurchases in the second quarter of 2021. On April 27, 2021 Comerica's Board of Directors approved the authorization to repurchase up to an additional 10 million shares of its outstanding common stock, including an Accelerated Share Repurchase transaction (ASR) effected in the second quarter of 2021. As of December 31, 2021,2022, a total of 97.2 million shares have been authorized for repurchase under the share repurchase program since its inception in 2010. There is no expiration date for Comerica's share repurchase program.
The following table summarizes Comerica's share repurchase activity for the year ended December 31, 2021.2022.
(shares in thousands)Total Number of Shares Purchased as 
Part of Publicly Announced Repurchase Plans or Programs
Remaining
Repurchase
Authorization (a)
Total Number
of Shares
Purchased (b)
Average Price
Paid Per 
Share
Total first quarter 2021— 4,870 55 $61.39 
Total second quarter 20215,882 8,988 5,884 76.51 
Total third quarter 20213,050 5,938 3,052 72.12 
October 2021— 5,938 80.79 
November 2021564 5,374 564 88.63 
December 2021— 5,374 — — 
Total fourth quarter 2021564 5,374 565 88.61 
Total 20219,496 5,374 9,556 $75.73 
(shares in thousands)Total Number of Shares Purchased as 
Part of Publicly Announced Repurchase Plans or Programs
Remaining Share
Repurchase
Authorization (a)
Total Number
of Shares
Purchased (b)
Average Price
Paid Per 
Share
Total first quarter 2022377 4,997 399 $92.58 
Total second quarter 2022— 4,997 90.85 
Total third quarter 2022— 4,997 74.64 
October 2022— 4,997 72.44 
November 2022— 4,997 — — 
December 2022— 4,997 — — 
Total fourth quarter 2022— 4,997 72.44 
Total 2022377 4,997 405 $92.39 
(a)Maximum number of shares that may yet be purchased under the publicly announced plans or programs.
(b)Includes approximately 60,00028,000 shares (including 1,0002,000 shares in the quarter ended December 31, 2021)2022) purchased pursuant to deferred compensation plans and shares purchased from employees to pay for taxes related to restricted stock vesting under the terms of an employee share-based compensation plan during the year ended December 31, 2021.2022. These transactions are not considered part of Comerica's repurchase program.

Item 6.  [Reserved]

Item 7.  Management’s Discussion and Analysis of Financial Condition and Results of Operations.
Reference is made to the sections entitled “2021“2022 Overview,” “Results of Operations," "Strategic Lines of Business," "Balance Sheet and Capital Funds Analysis," "Risk Management," "Critical Accounting Estimates," "Supplemental Financial Data" and "Forward-Looking Statements" on pages F-3F-3 through F-40F-37 of the Financial Section of this report.

Item 7A.  Quantitative and Qualitative Disclosures About Market Risk.
Reference is made to the subheadings entitled “Market and Liquidity Risk,” “Operational Risk,” "Technology Risk," “Compliance Risk” and “Strategic Risk” on pages F-27F-24 through F-33F-30 of the Financial Section of this report.
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Item 8.  Financial Statements and Supplementary Data.
Reference is made to the sections entitled “Consolidated Balance Sheets,” “Consolidated Statements of Income,” “Consolidated Statements of Comprehensive Income,” “Consolidated Statements of Changes in Shareholders' Equity,” “Consolidated Statements of Cash Flows,” “Notes to Consolidated Financial Statements,” “Report of Management,” and “Reports of Independent Registered Public Accounting Firm”Firm,” (PCAOB ID: 42) on pages F-41F-38 through F-109F-104 of the Financial Section of this report.

Item 9.  Changes in and Disagreements with Accountants on Accounting and Financial Disclosure.
None.

Item 9A.  Controls and Procedures.
Disclosure Controls and Procedures
As required by Rule 13a-15(b) of the Exchange Act, management, including the Chief Executive Officer and Chief Financial Officer, conducted an evaluation as of the end of the period covered by this Annual Report on Form 10-K, of the effectiveness of our disclosure controls and procedures as defined in Exchange Act Rule 13a-15(e). Based on that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that Comerica's disclosure controls and procedures were effective as of the end of the period covered by this Annual Report on Form 10-K.
Internal Control over Financial Reporting
Management's annual report on internal control over financial reporting and the related attestation report of Comerica's registered public accounting firm are included on pages F-106F-101 and F-107F-102 in the Financial Section of this report.
As required by Rule 13a-15(d) of the Exchange Act, management, including the Chief Executive Officer and Chief Financial Officer, conducted an evaluation of our internal control over financial reporting to determine whether any changes occurred during the last quarter of the fiscal year covered by this Annual Report on Form 10-K that have materially affected, or are reasonably likely to materially affect, Comerica's internal control over financial reporting. Based on that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that there has been no such change during the last quarter of the fiscal year covered by this Annual Report on Form 10-K that has materially affected, or is reasonably likely to materially affect, Comerica's internal control over financial reporting.

Item 9B.  Other Information.
None.

Item 9C.  Disclosure Regarding Foreign Jurisdictions that Prevent Inspections.
None.

PART III
Item 10.  Directors, Executive Officers and Corporate Governance.
Comerica has a Senior Financial Officer Code of Ethics that applies to the Chief Executive Officer, the Chief Financial Officer, the Chief Accounting Officer and the Treasurer. The Senior Financial Officer Code of Ethics is available on Comerica's website at www.comerica.com. If any substantive amendments are made to the Senior Financial Officer Code of Ethics or if Comerica grants any waiver, including any implicit waiver, from a provision of the Senior Financial Officer Code of Ethics to the Chief Executive Officer, the Chief Financial Officer, the Chief Accounting Officer or the Treasurer, we will disclose the nature of such amendment or waiver on our website.
The remainder of the response to this item will be included under the sections captioned “Information About Nominees,” “Board and Committee Governance,” “Committees and Meetings of Directors,” and “Executive Officers” of Comerica's definitive Proxy Statement relating to the Annual Meeting of Shareholders to be held on April 26, 2022,25, 2023, which sections are hereby incorporated by reference.

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Item 11.  Executive Compensation.
The response to this item will be included under the sections captioned “Compensation Committee Interlocks and Insider Participation,” “Compensation Discussion and Analysis,” “Compensation of Directors,” “Governance, Compensation and Nominating Committee Report,” “2021“2022 Summary Compensation Table,” “2021“2022 Grants of Plan-Based Awards,” “Outstanding Equity Awards at Fiscal Year-End 2021,2022,“2021“2022 Option Exercises and Stock Vested,” “Pension Benefits at Fiscal Year-End 2021,2022,“2021“2022 Nonqualified Deferred Compensation,” “Potential Payments upon Termination or Change of Control at Fiscal Year-End 2021”2022,” and "Pay Ratio Disclosure" of Comerica's definitive Proxy Statement relating to the Annual Meeting of Shareholders to be held on April 26, 2022,25, 2023, which sections are hereby incorporated by reference.

Item 12.  Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.
The response to this item will be included under the sections captioned “Security Ownership of Certain Beneficial Owners,” “Security Ownership of Management” and "Securities Authorized for Issuance Under Equity Compensation Plans" of Comerica's definitive Proxy Statement relating to the Annual Meeting of Shareholders to be held on April 26, 2022,25, 2023, which sections are hereby incorporated by reference.

Item 13.  Certain Relationships and Related Transactions, and Director Independence.
The response to this item will be included under the sections captioned “Director Independence,”Independence” and “Transactions with Related Persons,” and “Information about Nominees”Persons” of Comerica's definitive Proxy Statement relating to the Annual Meeting of Shareholders to be held on April 26, 2022,25, 2023, which sections are hereby incorporated by reference.

Item 14.  Principal Accountant Fees and Services.
The response to this item will be included under the section captioned “Independent Registered Public Accounting Firm” of Comerica's definitive Proxy Statement relating to the Annual Meeting of Shareholders to be held on April 26, 2022,25, 2023, which section is hereby incorporated by reference.
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PART IV

Item 15.  Exhibits and Financial Statement Schedules.
The following documents are filed as a part of this report:
1.
Financial Statements: The financial statements that are filed as part of this report are included in the Financial Section on pages F-41F-38 through F-109.F-104.
2.All of the schedules for which provision is made in the applicable accounting regulations of the SEC are either not required under the related instruction, the required information is contained elsewhere in the Form 10-K, or the schedules are inapplicable and therefore have been omitted.
3.Exhibits:
2(not applicable)
3.1
3.2
3.3
3.4
4[Reference is made to Exhibits 3.1, 3.2, 3.3 and 3.4 in respect of instruments defining the rights of security holders. In accordance with Regulation S-K Item No. 601(b)(4)(iii), the Registrant is not filing copies of instruments defining the rights of holders of long-term debt because none of those instruments authorizes debt in excess of 10% of the total assets of the Registrant and its subsidiaries on a consolidated basis. The Registrant hereby agrees to furnish a copy of any such instrument to the SEC upon request.]
4.1
4.2
9(not applicable)
10.1†
A†
B†
C†
D†
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E†
F†
G†
H†
I†
J†
K†
L†E†
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M†F†
G†
H†
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J†
K†
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M†
10.2†
A†
B†
C†B†
D†C†
E†D†
F†E†
G†
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H†
I†
J†F†
K†
10.3†
10.4†
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10.5†10.4†
10.6†10.5†
10.7†10.6†
10.8†10.7†
10.9†10.8†
10.10†10.9†
10.11†10.10†
A†
B†
C†
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D†
E†
10.12†10.11†
A†
10.13†10.12†
10.14†10.13†
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10.14†
10.15†
A†
10.16†
A†
10.17†
A†
10.18†
10.19†
13(not applicable)
14(not applicable)
16(not applicable)
18(not applicable)
21
22(not applicable)
23.1
24(not applicable)
31.1
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31.2
32
33(not applicable)
34(not applicable)
35(not applicable)
95(not applicable)
96(not applicable)
99(not applicable)
101Financial statements from the Registrant's Annual Report on Form 10-K for the year ended December 31, 2021,2022, formatted in Inline XBRL: (i) the Consolidated Balance Sheets, (ii) the Consolidated Statements of Income, (iii) the Consolidated Statements of Changes in Shareholders' Equity, (iv) the Consolidated Statements of Cash Flows and (v) the Notes to Consolidated Financial Statements.
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104The cover page from the Registrant's Annual Report on Form 10-K for the year ended December 31, 2021,2022, formatted in Inline XBRL (included in Exhibit 101).
Management contract or compensatory plan or arrangement.
 File No. for all filings under Exchange Act, unless otherwise noted: 1-10706.

Item 16.  Form 10-K Summary.
Not applicable.
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FINANCIAL REVIEW AND REPORTS
Comerica Incorporated and Subsidiaries

















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PERFORMANCE GRAPH
The graph shown below compares the total returns (assuming reinvestment of dividends) of Comerica Incorporated common stock, the S&P 500 Index and the KBW Bank Index. The graph assumes $100 invested in Comerica Incorporated common stock (returns based on stock prices per the NYSE) and each of the indices on December 31, 20162017 and the reinvestment of all dividends during the periods presented.
cma-20211231_g1.jpgcma-20221231_g1.jpg
201620172018201920202021201720182019202020212022
Comerica IncorporatedComerica Incorporated10012910511394152Comerica Incorporated10081887311894
KBW Bank IndexKBW Bank Index10011998133119165KBW Bank Index10082112100139109
S&P 500 IndexS&P 500 Index100122116153181233S&P 500 Index10096126149191157

The performance shown on the graph is not necessarily indicative of future performance.

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20212022 OVERVIEW
Comerica Incorporated (the Corporation) is a financial holding company headquartered in Dallas, Texas. The Corporation's major business segments are the Commercial Bank, the Retail Bank and Wealth Management. Information about the activities of the Corporation's business segments is provided in Note 22 to the consolidated financial statements.
As a financial institution, the Corporation's principal activity is lending to and accepting deposits from businesses and individuals. The primary source of revenue is net interest income, which is principally derived from the difference between interest earned on loans and investment securities and interest paid on deposits and other funding sources. The Corporation also provides other products and services that meet the financial needs of customers which generate noninterest income, the Corporation's secondary source of revenue. Growth in loans, deposits and noninterest income is affected by many factors, including economic conditions in the markets the Corporation serves, the financial requirements and economic health of customers and the ability to add new customers and/or increase the number of products used by current customers. Success in providing products and services depends on the financial needs of customers and the types of products desired.
The accounting and reporting policies of the Corporation and its subsidiaries conform to generally accepted accounting principles (GAAP) in the United States (U.S.). The Corporation's consolidated financial statements are prepared based on the application of accounting policies, the most significant of which are described in Note 1 to the consolidated financial statements. When necessary, the Corporation uses reasonable assumptions to develop estimates that affect the consolidated results of operations. The most critical of these estimates are discussed in the “Critical Accounting Estimates” section of this financial review.
Full-Year 20212022 compared to Full-Year 20202021
Net income increased $671decreased $17 million to $1.2 billion, driven by a benefitan increase in the provision for credit losses, as credit metrics and the economic outlook improved from the height of the pandemic in 2020. Net income was also impacted by record noninterest income, partially offset by higher noninterest expenses driven by increased performance-related compensation and loweran increase in net interest income relateddue to the continued low rate environment.higher short-term rates and growth in investment securities and loans. Pre-tax, pre-provision net revenue (PPNR) increased $430 million to $1.5 billion. (See Supplemental Financial Data section for reconciliations of non-GAAP financial measures.) Diluted net income per common share was $8.47 in 2022 compared to $8.35 in 2021 compared to $3.43 in 2020.2021.
Average loans decreased $2.5increased $1.4 billion, or 53 percent, to $49.1$50.5 billion, reflecting declinesand included increases in Corporate Banking, general Middle Market, Equity Fund Services, Environmental Services, National Dealer Services, Energy, TechnologyCommercial Real Estate and Life Sciences,Entertainment Lending, partially offset by declines in Mortgage Banker Finance, Business Banking and general Middle Market, partially offset by increasesRetail Banking. Excluding the impact of a $2.2 billion decline in Equity Fund Services, Entertainment and Environmental Services. Averageaverage Paycheck Protection Program (PPP) loans, which are reported within lines of business, decreased $200 million to $2.3 billion. Period-end PPPaverage loans were $459 million at December 31, 2021, a decrease of $3.0increased $3.6 billion, compared to $3.5 billion at December 31, 2020.or 8 percent.
Average securities increased $2.3$3.3 billion, or 1721 percent, to $15.7$19.0 billion, reflecting the investment of a portion of excess liquidity into mortgage-backed securities, partly offset by maturities of Treasury securities.
Average deposits increased $12.6decreased $2.2 billion, or 193 percent, to a record $77.7 billion, driven by customer profitability and capital markets activity, as well as the liquidity injected into the economy through fiscal and monetary actions.
$75.5 billion. Average noninterest-bearinginterest-bearing deposits increased $8.4decreased $2.8 billion, or 258 percent, whilereflecting strategic deposit management and customers utilizing balances to fund business activities, partially offset by an increase in average interest-bearing deposits increased $4.3 billion,noninterest bearing-deposits of $577 million, or 131 percent.
Net interest income decreased $67increased $622 million to $1.8$2.5 billion, and the net interest margin decreased 33increased 81 basis points to 2.213.02 percent, primarily reflecting lower interestlargely due to higher short-term rates partiallyand growth in loans and securities balances, partly offset by an increase inthe net impact of PPP income.loans.
The provision for credit losses wasincreased to an expense of $60 million, compared to a benefit of $384 million compared to an expensein 2021, which was primarily the result of $537 million in 2020, reflectingloan growth and reflected strong credit qualitymetrics and the economy re-opening as well as improvementsa modest deterioration in the economic forecast and in the Energy portfolio since the onset of the pandemic in 2020.forecasts.
Noninterest income increased $122decreased $55 million to $1.1 billion, reflecting decreases in deferred compensation asset returns (offset in noninterest expenses), warrant-related income, card fees and investment banking fees, partially offset by increases in derivative income, cardrisk management hedging income, brokerage fees and commercial lending fees, fiduciary income and service charges on deposit accounts, partially offset by a decrease in brokerage fees.
Noninterest expenses increased $107$137 million to $1.9$2.0 billion, primarily due to increases in salaries and benefits expense, outside processing feeoperational losses, occupancy expense, travel and entertainment expense, FDIC insurance expense and consulting fees, and litigation-related expenses, partially offset by decreases in outside processing fee expense, non-salary pension expense operational losses and FDIC insurance expense.
The provision for income taxes increased $198 million to $322 million, primarily due to higher pre-tax income, partially offset by higher discrete tax benefits.legal-related expenses.
The Corporation repurchased approximately 9.5 million shares of common stock and declared common dividends of $2.72 per share. Altogether, $1.1 billion was returnedshare, returning $391 million to common shareholders. Additionally, the Corporation declared $23 million in preferred dividends.
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RESULTS OF OPERATIONS
The following provides a comparative discussion of the Corporation's consolidated results of operations for 20212022 compared to 2020.2021. A comparative discussion of results for 20202021 compared to 20192020 is provided in the "Results of Operations" section beginning on page F-5F-4 of the Corporation's 20202021 Annual Report.
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Analysis of Net Interest Income
(dollar amounts in millions)(dollar amounts in millions)(dollar amounts in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Average
Balance
InterestAverage
Rate
Average
Balance
InterestAverage
Rate
Average
Balance
InterestAverage
Rate
Average
Balance
InterestAverage
Rate
Average
Balance
InterestAverage
Rate
Average
Balance
InterestAverage
Rate
Commercial loans (a)$29,283 $1,009 3.45 %$32,144 $1,099 3.42 %$32,053 $1,544 4.81 %
Commercial loans (a) (b)Commercial loans (a) (b)$29,846 $1,278 4.28 %$29,283 $1,009 3.45 %$32,144 $1,099 3.42 %
Real estate construction loansReal estate construction loans3,609 123 3.40 3,912 147 3.76 3,325 184 5.54 Real estate construction loans2,607 132 5.07 3,609 123 3.40 3,912 147 3.76 
Commercial mortgage loansCommercial mortgage loans10,610 305 2.88 9,839 320 3.25 9,170 447 4.88 Commercial mortgage loans12,135 513 4.22 10,610 305 2.88 9,839 320 3.25 
Lease financing (b)(c)Lease financing (b)(c)596 (2)(0.37)594 20 3.37 557 19 3.44 Lease financing (b)(c)680 21 3.12 596 (2)(0.37)594 20 3.37 
International loansInternational loans1,063 33 3.14 1,028 37 3.61 1,019 52 5.13 International loans1,246 56 4.46 1,063 33 3.14 1,028 37 3.61 
Residential mortgage loansResidential mortgage loans1,813 55 3.04 1,905 66 3.45 1,929 74 3.85 Residential mortgage loans1,776 56 3.16 1,813 55 3.04 1,905 66 3.45 
Consumer loansConsumer loans2,109 71 3.34 2,209 84 3.80 2,458 119 4.85 Consumer loans2,170 97 4.49 2,109 71 3.34 2,209 84 3.80 
Total loans (c)(d)Total loans (c)(d)49,083 1,594 3.25 51,631 1,773 3.44 50,511 2,439 4.83 Total loans (c)(d)50,460 2,153 4.27 49,083 1,594 3.25 51,631 1,773 3.44 
Mortgage-backed securities (d)(e)Mortgage-backed securities (d)(e)11,747 224 1.92 9,820 221 2.30 9,348 230 2.44 Mortgage-backed securities (d)(e)16,199 385 2.14 11,747 224 1.92 9,820 221 2.30 
U.S. Treasury securities (e)(f)U.S. Treasury securities (e)(f)3,977 56 1.42 3,612 70 1.98 2,772 67 2.43 U.S. Treasury securities (e)(f)2,816 29 0.98 3,977 56 1.42 3,612 70 1.98 
Total investment securitiesTotal investment securities15,724 280 1.79 13,432 291 2.21 12,120 297 2.44 Total investment securities19,015 414 1.97 15,724 280 1.79 13,432 291 2.21 
Interest-bearing deposits with banks18,729 27 0.14 10,203 28 0.27 3,360 69 2.05 
Interest-bearing deposits with banks (g)Interest-bearing deposits with banks (g)9,376 104 1.02 18,729 27 0.14 10,203 28 0.27 
Other short-term investmentsOther short-term investments183  0.22 153 0.72 143 1.26 Other short-term investments174 1 0.81 183 — 0.22 153 0.72 
Total earning assetsTotal earning assets83,719 1,901 2.27 75,419 2,093 2.79 66,134 2,807 4.24 Total earning assets79,025 2,672 3.27 83,719 1,901 2.27 75,419 2,093 2.79 
Cash and due from banksCash and due from banks1,006 878 887 Cash and due from banks1,481 1,006 878 
Allowance for loan lossesAllowance for loan losses(729)(900)(667)Allowance for loan losses(569)(729)(900)
Accrued income and other assetsAccrued income and other assets6,156 5,749 5,134 Accrued income and other assets7,335 6,156 5,749 
Total assetsTotal assets$90,152 $81,146 $71,488 Total assets$87,272 $90,152 $81,146 
Money market and interest-bearing checking deposits$31,063 18 0.06 $26,798 72 0.27 $23,417 214 0.91 
Money market and interest-bearing checking deposits (h)Money market and interest-bearing checking deposits (h)$28,347 94 0.33 $31,063 18 0.06 $26,798 72 0.27 
Savings depositsSavings deposits3,018  0.01 2,454 0.03 2,166 0.05 Savings deposits3,304 2 0.05 3,018 — 0.01 2,454 0.03 
Customer certificates of depositCustomer certificates of deposit2,110 4 0.21 2,626 27 1.02 2,522 30 1.18 Customer certificates of deposit1,756 5 0.30 2,110 0.21 2,626 27 1.02 
Other time depositsOther time deposits   17 — 2.00 705 17 2.44 Other time deposits16 1 4.17 — — — 17 — 2.00 
Foreign office time depositsForeign office time deposits49  0.08 90 0.42 27 — 1.39 Foreign office time deposits40  1.05 49 — 0.08 90 0.42 
Total interest-bearing depositsTotal interest-bearing deposits36,240 22 0.06 31,985 101 0.31 28,837 262 0.91 Total interest-bearing deposits33,463 102 0.30 36,240 22 0.06 31,985 101 0.31 
Short-term borrowings2   314 0.32 369 2.39 
Federal funds purchasedFederal funds purchased82 3 3.28 — — 30 — 0.98 
Other short-term borrowingsOther short-term borrowings354 14 4.08 — — — 284 0.25 
Medium- and long-term debtMedium- and long-term debt3,035 35 1.11 6,549 80 1.23 6,955 197 2.82 Medium- and long-term debt2,818 87 3.07 3,035 35 1.11 6,549 80 1.23 
Total interest-bearing sourcesTotal interest-bearing sources39,277 57 0.14 38,848 182 0.47 36,161 468 1.29 Total interest-bearing sources36,717 206 0.56 39,277 57 0.14 38,848 182 0.47 
Noninterest-bearing depositsNoninterest-bearing deposits41,441 33,053 26,644 Noninterest-bearing deposits42,018 41,441 33,053 
Accrued expenses and other liabilitiesAccrued expenses and other liabilities1,481 1,554 1,375 Accrued expenses and other liabilities2,086 1,481 1,554 
Shareholders’ equityShareholders’ equity7,953 7,691 7,308 Shareholders’ equity6,451 7,953 7,691 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$90,152 $81,146 $71,488 Total liabilities and shareholders’ equity$87,272 $90,152 $81,146 
Net interest income/rate spreadNet interest income/rate spread$1,844 2.13 $1,911 2.32 $2,339 2.95 Net interest income/rate spread$2,466 2.71 $1,844 2.13 $1,911 2.32 
Impact of net noninterest-bearing sources of fundsImpact of net noninterest-bearing sources of funds 0.08 0.22 0.59 Impact of net noninterest-bearing sources of funds 0.31 0.08 0.22 
Net interest margin (as a percentage of average earning assets)Net interest margin (as a percentage of average earning assets) 2.21 % 2.54 % 3.54 %Net interest margin (as a percentage of average earning assets) 3.02 % 2.21 % 2.54 %
(a)Interest income on commercial loans included $(25) million, $95 million and $70 million of business loan swap (loss) income for the years ended December 31, 2022, 2021 and 2020, respectively.
(b)Included Paycheck Protection Program (PPP) loans with average balances of $147 million, $2.3 billion and $2.5 billion, interest income of $11 million, $111 million and $63 million and average yields of 7.25%, 4.77% and 2.49% for the years ended December 31, 2022, 2021 and December 31, 2020, respectively. Period-end net unamortized deferred fees totaled $10 million and $55 million at December 31, 2021 and December 31, 2020, respectively.
(b)(c)The year ended December 31, 2021 includedIncluded residual value adjustments totaling $3 million and $20 million, which impacted the average yield on loans by 1 basis point and 4 basis points.points for the years ended December 31, 2022 and 2021, respectively. There were no residual value adjustments recorded for the year ended December 31, 2020.
(c)(d)Nonaccrual loans are included in average balances reported and in the calculation of average rates.
(d)(e)Average balances included $(1.8) billion, $61 million $213 million and $(36)$213 million of unrealized (losses) gains and losses for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively; yields calculated gross of these unrealized gains and losses.
(e)(f)Average balances included $(117) million, $27 million $90 million and $30$90 million of unrealized (losses) gains for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively; yields calculated gross of these unrealized gains.gains and losses.

(g)
Average balances excluded $769 million, $375 million and $28 million of collateral posted and netted against derivative liability positions for the years ended December 31, 2022, 2021 and 2020, respectively; yields calculated gross of derivative netting amounts.
(h)Average balances excluded $128 million, $156 million and $279 million of collateral posted and netted against derivative liability positions for the years ended December 31, 2022, 2021 and 2020, respectively; yields calculated gross of derivative netting amounts.

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Rate/Volume Analysis
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 312021/20202020/2019Years Ended December 312022/20212021/2020
Decrease
Due to Rate
Increase
(Decrease)
Due to 
Volume (a)
Net
(Decrease)
Increase
Decrease
Due to Rate
Increase
(Decrease)
Due to 
Volume (a)
Net
Increase
(Decrease)
Increase (Decrease)
Due to Rate
Increase
(Decrease)
Due to 
Volume (a)
Net
Increase (Decrease)
Decrease
Due to Rate
(Decrease) Increase
Due to 
Volume (a)
Net
(Decrease) Increase
Interest Income:Interest Income:Interest Income:
Commercial loansCommercial loans$(1)$(89)$(90)$(447)$$(445)Commercial loans$244 $25 $269 $(1)$(89)$(90)
Real estate construction loansReal estate construction loans(14)(10)(24)(59)22 (37)Real estate construction loans60 (51)9 (14)(10)(24)
Commercial mortgage loansCommercial mortgage loans(37)22 (15)(149)22 (127)Commercial mortgage loans143 65 208 (37)22 (15)
Lease financingLease financing(22) (22)— Lease financing21 2 23 (22)— (22)
International loansInternational loans(5)1 (4)(15)— (15)International loans14 9 23 (5)(4)
Residential mortgage loansResidential mortgage loans(8)(3)(11)(7)(1)(8)Residential mortgage loans2 (1)1 (8)(3)(11)
Consumer loansConsumer loans(10)(3)(13)(26)(9)(35)Consumer loans24 2 26 (10)(3)(13)
Total loans Total loans(97)(82)(179)(703)37 (666) Total loans508 51 559 (97)(82)(179)
Mortgage-backed securitiesMortgage-backed securities(37)40 3 (14)(9)Mortgage-backed securities5 156 161 (37)40 
U.S. Treasury securitiesU.S. Treasury securities(20)6 (14)(12)15 U.S. Treasury securities(17)(10)(27)(20)(14)
Total investment securities Total investment securities(57)46 (11)(26)20 (6) Total investment securities(12)146 134 (57)46 (11)
Interest-bearing deposits with banksInterest-bearing deposits with banks(13)12 (1)(59)18 (41)Interest-bearing deposits with banks170 (93)77 (13)12 (1)
Other short-term investmentsOther short-term investments(1) (1)(1)— (1)Other short-term investments1  1 (1)— (1)
Total interest incomeTotal interest income(168)(24)(192)(789)75 (714)Total interest income667 104 771 (168)(24)(192)
Interest Expense:Interest Expense:Interest Expense:
Money market and interest-bearing checking depositsMoney market and interest-bearing checking deposits(56)2 (54)(151)(142)Money market and interest-bearing checking deposits85 (9)76 (56)(54)
Savings depositsSavings deposits(1) (1)— — — Savings deposits2  2 (1)— (1)
Customer certificates of depositCustomer certificates of deposit(22)(1)(23)(4)(3)Customer certificates of deposit2 (1)1 (22)(1)(23)
Other time depositsOther time deposits   (16)(1)(17)Other time deposits 1 1 — — — 
Foreign office time depositsForeign office time deposits(1) (1)— Foreign office time deposits   (1)— (1)
Total interest-bearing depositsTotal interest-bearing deposits(80)1 (79)(171)10 (161)Total interest-bearing deposits89 (9)80 (80)(79)
Short-term borrowings (1)(1)(8)— (8)
Federal funds purchasedFederal funds purchased 3 3 — — — 
Other short term borrowingsOther short term borrowings 14 14 — (1)(1)
Medium- and long-term debtMedium- and long-term debt(7)(38)(45)(110)(7)(117)Medium- and long-term debt43 9 52 (7)(38)(45)
Total interest expenseTotal interest expense(87)(38)(125)(289)(286)Total interest expense132 17 149 (87)(38)(125)
Net interest incomeNet interest income$(81)$14 $(67)$(500)$72 $(428)Net interest income$535 $87 $622 $(81)$14 $(67)
(a)Rate/volume variances are allocated to variances due to volume.
Net interest income is the difference between interest earned on assets and interest paid on liabilities. Gains and losses related to risk management interest rate swaps that convert fixed rate debt to a floating rate and qualify as fair value hedges are included in interest expense on medium- and long-term debt. Additionally, the portion of gains and losses on risk management interest rate swaps that convert variable-rate loans to fixed rates through cash flow hedges that relate to the earnings effect of the hedged loans during the period are included in loan interest income. Refer to the Analysis of Net Interest Income and the Rate/Volume Analysis tables above for an analysis of net interest income for the years ended December 31, 2022, 2021 2020 and 20192020 and details of the components of the change in net interest income for 2022 compared to 2021 as well as 2021 compared to 2020 as well as 2020 compared to 2019.2020.
Net interest income was $1.8$2.5 billion for the year ended December 31, 2021, a decrease2022, an increase of $67$622 million compared to the year ended December 31, 2020.2021. The decreaseincrease in net interest income reflected lowerhigher yields on earning assets and a decreasegrowth in mortgage-backed securities and loan balances, partially offset by an increase in PPP income and lowerhigher rates paid on deposits and debt.debt as well as the net impact of PPP loans. Net interest margin was 2.213.02 percent for the year ended December 31, 2021, a decrease2022, an increase of 3381 basis points compared to 2.542.21 percent for the comparable period in 2020.2021. The decreaseincrease in net interest margin reflectedwas driven by higher short-term rates as well as a decrease in lower-yielding deposits held with the decline in the average 30-day LIBOR, from 0.52 percent for the year ended December 31, 2020 to 0.10 percent for the year ended December 31, 2021.Federal Reserve.
Average earning assets increased $8.3decreased $4.7 billion, due to increasesdeclines of $8.5$9.4 billion in interest-bearing deposits with banks and $2.3$1.2 billion in investmentTreasury securities, partially offset by a $2.5increases of $4.5 billion decreasein mortgage-backed securities and $1.4 billion in loans. Average interest-bearing funding sources increased $429 million, primarilydecreased $2.6 billion, reflecting a $4.3$2.8 billion increasedecrease in interest-bearing deposits, partially offset by a $3.5 billion decrease$434 million increase in medium- and long-term debt.short-term borrowings.
The Corporation utilizes various asset and liability management strategies to manage net interest income exposure to interest rate risk. Refer to the “Market and Liquidity Risk” section of this financial review for additional information regarding
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the Corporation's asset and liability management policies and the “Balance Sheet and Capital Funds Analysis” section for further discussion on changes in earning assets and interest-bearing liabilities.
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Provision for Credit Losses
The provision for credit losses was an expense of $60 million for the year ended December 31, 2022, compared to a benefit of $384 million for the year ended December 31, 2021, compared to an expense2021. The increase in provision was primarily the result of $537 millionloan growth and reflected strong credit metrics and a modest deterioration in economic forecasts. Net loan charge-offs for the year ended December 31, 2020. The change in provision for credit losses reflected strong credit quality and the re-opening of the economy as well as improvements in the economic forecast and in the Energy portfolio since the onset of the pandemic in 2020. Net loan recoveries for the year ended December 31, 20212022 were $10$17 million, or 0.020.03 percent of average total loans, compared to net charge-offsrecoveries of $196$10 million, or 0.380.02 percent of average total loans, for the year ended December 31, 2020. This decline was largely driven by a decrease of $173 million in2021. Energy net charge-offs for the 2022 period totaled $3 million, compared to $48 million of Energy net recoveries recorded in net loan recoveriesthe 2021 period, an increase of $51 million, which was partially offset by decreases of $12 million in general Middle Market and $9 million in Corporate Banking. The provision for credit losses on lending-related commitments increased $35 million to $21 million for the year ended December 31, 2021.2022.
An analysis of the allowance for credit losses and a summary of nonperforming assets are presented under the "Credit Risk" subheading in the "Risk Management" section of this financial review. FurtherFor information aboutregarding methodology used in the adoptiondetermination of CECL is presented inallowance for credit losses, refer to Note 1 to the consolidated financial statements.
Noninterest Income
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Card feesCard fees$298 $270 $257 Card fees$273 $298 $270 
Fiduciary incomeFiduciary income231 209 206 Fiduciary income233 231 209 
Service charges on deposit accountsService charges on deposit accounts195 185 203 Service charges on deposit accounts195 195 185 
Commercial lending feesCommercial lending fees104 77 91 Commercial lending fees109 104 77 
Derivative income (a)Derivative income (a)99 67 76 Derivative income (a)109 99 67 
Bank-owned life insuranceBank-owned life insurance43 44 41 Bank-owned life insurance47 43 44 
Letter of credit feesLetter of credit fees40 37 38 Letter of credit fees38 40 37 
Brokerage feesBrokerage fees14 21 28 Brokerage fees21 14 21 
Net securities losses — (7)
Other noninterest income (a), (b)99 91 77 
Other noninterest income (a)Other noninterest income (a)43 99 91 
Total noninterest incomeTotal noninterest income$1,123 $1,001 $1,010 Total noninterest income$1,068 $1,123 $1,001 
(a)Beginning in first quarter 2021, the Corporation reported customer derivative income, previously a component of other noninterest income, and foreign exchange income as a combined item captioned by derivative income on the Consolidated Statements of Income. Prior periods have been adjusted to conform to this presentation, and the changes in presentation do not impact total noninterest income.
(b)The table below provides further details on certain categories included in other noninterest income.
Noninterest income increased $122decreased $55 million to $1.1 billion. Increasesbillion, reflecting decreases in other noninterest income and card fees, partially offset by increases in derivative income, cardbrokerage fees and commercial lending fees, fiduciaryfees. Other noninterest income included decreases in deferred compensation asset returns (offset in noninterest expenses), warrant-related income and service charges on deposit accounts wereinvestment banking fees, partially offset by a decrease in brokerage fees. Noninterest income was also impacted by an increase in other noninterest income, driven by higher income from principal investing and warrants, partially offset by market valuation adjustments recorded in securities tradingrisk management hedging income.
Card fees consist primarily of interchange and other fee income earned on government prepaid card, commercial card, debit/Automated Teller Machine (ATM) card and merchant payment processing services. Card fees increased $28decreased $25 million, or 108 percent, driven by volume increasesreflecting a decline in bothgovernment cards due to elevated activity from stimulus payments during 2021. Commercial card and merchant services increased from higher sales and payment processing services and government cards mostly related to additional stimulus payments resulting in higher interchange revenue. Additionally, both commercial and consumer card volumes, increased as social distancing restrictions were relaxed.
Fiduciaryrespectively, while ATM surcharge income consisting of fees and commissions from asset management, custody, recordkeeping, investment advisory and other services provided primarily to personal and institutional trust customers, increased $22 million, or 11 percent. The increase was driven by new sales and higher market-based fees as well as increased investment advisory fees, partially offset by decreased institutional trust fees related to lower rates.
Service charges on deposit accounts consist primarily of charges on retail and business accounts, including fees for treasury management services. Service charges on deposit accounts increased $10 million, or 6 percent, as volume returned to pre-pandemic levels, leading to increased commercial activity.decreased.
Commercial lending fees include fees assessed on the unused portion of lines of credit (unused commitment fees), syndication agent fees and loan servicing fees. These fees increased $27$5 million, or 353 percent, reflecting higher syndication agent fees due to growthfrom an increase in the average size and number of deals, as well as increasedan increase in loan commitment fees related tofrom growth and lower utilization rates on lines of credit. These increases were partially offset by a decline in loan service charges from lower application volumes, primarily in Mortgage Banker Finance.
Derivative income consists of net gains and losses recognized on customer-initiated derivative instruments, net of the impact of offsetting positions. Derivative income increased $32$10 million, or 4711 percent, primarily due to increases in energy and interest rate swap activity, partially offset by less favorable credit valuation adjustments, partially offset by a decrease in interest rate swap activity.
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adjustments.
Brokerage fees are commissions earned for facilitating securities transactions for customers as well as other brokerage services provided. Brokerage fees decreasedincreased $7 million, or 3345 percent, primarily due to lowerdriven by higher money market funds fee revenue as spreads remained compressed resulting from a decline in the federal funds rate since 2020.increased service fees, partially offset by lower transactional revenue related to mutual funds.
Other noninterest income increased $8decreased $56 million, or 855 percent, as detailed below, driven by higherlosses on deferred compensation assets, lower warrant-related income mostly due to elevated gains on monetization in the 2021 period and a decrease in investment banking fees from principal investinga decline in the average size and warrants related to warrant exercises,number of deals. These were partially offset by lowerhigher risk management hedging income related to an increase in price alignment income received for centrally cleared risk management positions.
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(in millions)
Years Ended December 31202220212020
Securities trading income$13 $$
Risk management hedging income (a)8 — — 
Investment banking fees4 11 11 
Principal investing and warrant-related income (b)(4)26 18 
Deferred compensation asset returns (c)(18)14 16 
All other noninterest income40 41 38 
Other noninterest income$43 $99 $91 
(a)    Centrally-cleared derivative positions are settled daily based on derivative fair values and the party receiving net settlement amounts pays price alignment, based on an earning rate, to the party making settlement payments. Accordingly, the Corporation may recognize risk management hedging income consisting of price alignment income or expense depending on the fair value of its positions.
(b)    Includes changes in value of shares obtained through monetization of warrants, previously reported in securities trading income due to fair value adjustments on previously converted warrants.income.
(in millions)
Years Ended December 31202120202019
Income from principal investing and warrants$34 $$
Deferred compensation asset returns (a)14 16 
Investment banking fees11 11 
Net gain on sale of business (b) — 
Securities trading income (c)(1)23 
All other noninterest income41 38 40 
Other noninterest income$99 $91 $77 
(a)(c)    Compensation deferred by the Corporation's officers and directors is invested based on investment selections of the officers and directors. Income earned on these assets is reported in noninterest income and the offsetting change in deferred compensation plan liabilities is reported in salaries and benefits expense.
(b)    Gain on sale of the Corporation's Health Savings Account business.
(c)    Includes changes in value of shares obtained through exercise of warrants.
Noninterest Expenses
(in millions)
Years Ended December 31202120202019
Salaries and benefits expense$1,133 $1,019 $1,020 
Outside processing fee expense266 242 264 
Occupancy expense161 156 154 
Software expense155 154 117 
Equipment expense50 49 50 
Advertising expense35 35 34 
FDIC insurance expense22 33 23 
Other noninterest expenses (a)39 66 75 
Total noninterest expenses (a)$1,861 $1,754 $1,737 
(a)The years ended December 31, 2020 and 2019 have been recast to reflect the retrospective application of the Corporation's election to change the accounting method for certain components of expense related to the defined benefit pension plan, resulting in a decrease of $30 million and $6 million, respectively. See Note 1 to the consolidated financial statements for further information and impacts of the change in accounting policy.
(in millions)
Years Ended December 31202220212020
Salaries and benefits expense$1,208 $1,133 $1,019 
Outside processing fee expense251 266 242 
Occupancy expense175 161 156 
Software expense161 155 154 
Equipment expense50 50 49 
Advertising expense38 35 35 
FDIC insurance expense31 22 33 
Other noninterest expenses84 39 66 
Total noninterest expenses$1,998 $1,861 $1,754 
Noninterest expenses increased $107$137 million to $1.9$2.0 billion, primarily due to higher salaries and benefits expense, operational losses, occupancy expense, travel and entertainment expense, FDIC insurance expense and consulting fees, partially offset by decreases in outside processing fee expense, non-salary pension expense and legal-related expenses.
Salaries and benefits expense increased $75 million, or 7 percent, reflecting increases from annual merit adjustments, performance- and stock-based compensation, contract labor and severance costs, partially offset by a decrease in deferred compensation expense (offset in other noninterest income).
Outside processing fee expense decreased $15 million, or 5 percent, reflecting a decline in data processing support for PPP loans and lower volumes of government card transactions tied to card fee revenues.
Occupancy expense increased $14 million, or 8 percent, largely due to lease termination costs and accelerated amortization related to closures of bank branches and offices, as well as rent on newly leased corporate facilities.
FDIC insurance expense increased $9 million, or 41 percent, reflecting higher assessment rates in 2022 primarily driven by a $16.9 billion decrease in interest-bearing deposits with banks, declining from elevated levels seen in 2021, which had a punitive impact on the assessment rate.
Other noninterest expenses increased $45 million, or 116 percent, driven by increases in operational losses, travel and entertainment expense and consulting fees, and litigation-related expenses, partially offset by decreases in non-salary pension expense operational losses and FDIC insurance expense.legal-related expenses.
SalariesFor the year ended December 31, 2022, the above detail included expenses for certain modernization initiatives related to the transformation of the retail banking delivery model, alignment of corporate facilities and optimization of technology platforms totaling $38 million, comprised of transitional real estate costs ($13 million reported in occupancy expense), asset impairments and consulting fees ($11 million reported in other noninterest expenses) as well as contract labor and severance costs ($14 million reported in salaries and benefits expense increased $114 million, or 11 percent, reflecting higher performance-based incentive compensation (including share-based compensation) driven by strong financial results, staff insurance expense and technology-related contract labor.
Outside processing fee expense increased $24 million, or 10 percent, primarily due to data processing support for PPP loans and volume-related increases in merchant payment and government card processing expenses, which are tied to card fee revenue.
FDIC insurance expense decreased $11 million, or 33 percent, primarily due to lower risk-based assessment fees.
Other noninterest expenses decreased $27 million, or 41 percent, driven by declines of $34 million in non-salary pension expense and $18 million in operational losses related to several one-time events in 2020, partially offset by increases of $14 million in consulting fees and $10 million in litigation-related expenses.expense).
Income Taxes and Related Items
The provision for income taxes was $325 million in 2022, compared to $322 million in 2021, compared to $124 million in 2020. The $198 million increase in the provision for income taxes primarily reflected higher pre-tax income partially offset by a $7 million increase in tax benefits resulting from adjustments to annual federal filings, resolution of certain state matters and employee stock transactions.
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2021. Net deferred tax assets were $1.1 billion at December 31, 2022, compared to $9 million at December 31, 2021, compared to $3 million at December 31, 2020.2021. Refer to Note 18 to the consolidated financial statements for information about the components of net deferred tax assets. Deferred tax assets of $344 million$1.4 billion were evaluated for realization and it was determined that a valuation allowance of $5 million for federal foreign tax credits and certain state net operating loss (NOL) carryforwards was needed at both December 31, 2021, compared to a valuation allowance of $3 million for certain state NOL carryforwards at2022 and December 31, 2020. 2021.
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For further information on the Corporation’s valuation policy for deferred tax assets, refer to Note 1.1 of the consolidated financial statements.
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STRATEGIC LINES OF BUSINESS
The Corporation has strategically aligned its operations into three major business segments: the Commercial Bank, the Retail Bank and Wealth Management. These business segments are differentiated based on the type of customer and the related products and services provided. In addition to the three major business segments, the Finance Division is also reported as a segment. The Other category includes items not directly associated with the business segments or the Finance segment. The performance of the business segments is not comparable with the Corporation's consolidated results and is not necessarily comparable with similar information for any other financial institution. Additionally, because of the interrelationships of the various segments, the information presented is not indicative of how the segments would perform if they operated as independent entities. Note 22 to the consolidated financial statements describes the Corporation's segment reporting methodology as well as the business activities of each business segment and presents financial results of the business segments for the years ended December 31, 2022, 2021 2020 and 2019.2020.
The Corporation's management accounting system assigns balance sheet and income statement items to each segment using certain methodologies, which are regularly reviewed and refined. These methodologies may be modified as the management accounting system is enhanced and changes occur in the organizational structure and/or product lines.
Net interest income for each segment reflects the interest income generated by earning assets less interest expense on interest-bearing liabilities plus the net impact from associated internal funds transfer pricing (FTP). The FTP methodology allocates credits to each business segment for deposits and other funds provided as well as charges for loans and other assets being funded. FTP crediting rates on deposits and other funds provided reflect the long-term value of deposits and other funding sources based on their implied maturities. Due to the longer-term nature of implied maturities, FTP crediting rates are generally less volatile than changes in interest rates observed in the market. FTP charge rates for funding loans and other assets reflect a matched cost of funds based on the pricing and duration characteristics of the assets. As a result of applying matched funding, interest revenue for each segment resulting from loans and other assets is generally not impacted by changes in interest rates. Therefore, net interest income for each segment primarily reflects the volume of loans and other earning assets at the spread over the matched cost of funds, as well as the volume of deposits at the associated FTP crediting rates. Due to the impactGenerally, in periods of lowerrising interest rates, business segments, particularly those focused on generating deposits, were impacted by lowerFTP charge rates for funding loans and FTP crediting rates on deposits compared to the prior year. Similarly,will increase, with FTP chargescrediting rates for deposits typically repricing at a slower pace than FTP charge rates for funding loans decreased in 2021.loans.
The following table presents net income (loss) by business segment.
(dollar amounts in millions)(dollar amounts in millions)(dollar amounts in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Commercial BankCommercial Bank$1,329 89 %$668 90 %$1,022 82 %Commercial Bank$1,052 85 %$1,329 89 %$668 90 %
Retail BankRetail Bank43 3 — 85 Retail Bank80 6 43 — 
Wealth ManagementWealth Management124 8 78 10 141 11 Wealth Management107 9 124 78 10 
1,496 100 %748 100 %1,248 100 %1,239 100 %1,496 100 %748 100 %
FinanceFinance(331)(253)(57)Finance(93)(331)(253)
OtherOther3 11 Other5 
TotalTotal$1,168  $497  $1,202 Total$1,151  $1,168  $497 
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The following sections present a summary of the performance of each of the Corporation's business segments for 20212022 compared to 2020.2021.
Commercial Bank
Years Ended December 31,Percent
Change
Years Ended December 31,Percent
Change
(dollar amounts in millions)(dollar amounts in millions)20212020Change(dollar amounts in millions)20222021Change
Earnings summary:Earnings summary:Earnings summary:
Net interest incomeNet interest income$1,577$1,607$(30)(2)%Net interest income$1,753$1,574$17911%
Provision for credit lossesProvision for credit losses(346)495(841)n/mProvision for credit losses32(346)378n/m
Noninterest incomeNoninterest income66355510819Noninterest income607663(56)(9)
Noninterest expensesNoninterest expenses873815587Noninterest expenses9638709311
Provision for income taxesProvision for income taxes384184200n/mProvision for income taxes313384(71)(19)
Net incomeNet income$1,329$668$66199Net income$1,052$1,329$(277)(21)
Net credit-related (recoveries) charge-offs$(12)$192$(204)n/m
Net credit-related charge-offs (recoveries)Net credit-related charge-offs (recoveries)$21$(12)$33n/m
Selected average balances:Selected average balances:Selected average balances:
Loans (a)Loans (a)$41,804$44,123$(2,319)(5)%Loans (a)$43,481$41,801$1,680%
DepositsDeposits45,58736,6038,98425Deposits42,58445,602(3,018)(7)
(a) Included PPP loans with average balances of $1.8 billion$100 million and $2.0$1.8 billion for the years ended December 31, 20212022 and 2020,2021, respectively.
n/m - not meaningful
Average loans increased $1.7 billion, reflecting increases in Corporate Banking, general Middle Market, Equity Fund Services, Environmental Services, National Dealer Services, Commercial Real Estate and Entertainment, partially offset by decreases in Mortgage Banker Finance and Business Banking (driven by the decline in PPP balances). Average deposits decreased $2.3$3.0 billion, reflecting decreases in National Dealer Services related to supply chain issues resulting in lower inventory levelsgeneral Middle Market, Corporate Banking and in Energy related to reduced production activity, as well as declines in Technology and Life Sciences, Mortgage Banker Finance and general Middle Market, partially offset by growth in Equity Fund Services, Entertainment and Environmental Services. Average deposits increased $9.0 billion, reflecting increases in all deposit categoriesEnergy and Commercial Real Estate, due to customers' solid profitabilitystrategic deposit management and capital markets activity.customers utilizing balances to fund business activities. The Commercial Bank's net income increased $661decreased $277 million to $1.3$1.1 billion. Net interest income decreased slightly, while theincreased $179 million due to an increase in loan income, partially offset by higher allocated net FTP charges and a decline in PPP loan fees. The provision for credit losses decreased $841increased $378 million to a benefitan expense of $346$32 million, reflectingwhich primarily resulted from loan growth and reflected strong credit qualitymetrics and the economy re-opening as well as improvementsa modest deterioration in economic forecasts and in the Energy portfolio since the onset of the pandemic in 2020.forecasts. Net credit-related charge-offs decreased $204were $21 million, to $12an increase of $33 million, in net recoveries, primarily due to a reduction of $173 millionan increase in Energy net charge-offs, partially offset by decreases in general Middle Market and Corporate Banking net charge-offs. Noninterest income increased $108decreased $56 million, driven by higher derivativelower warrant-related income warrant income, commercial lending fees andas well as a decline in card fees due to higher activity in 2021 from stimulus payments. Noninterest expenses increased $93 million, primarily reflecting increases in salaries and benefits expense, corporate overhead and operational losses, partially offset by a decrease in securities trading income. Noninterest expenses increased $58 million, primarily reflecting increases in corporate overhead, salaries and benefits expense and outside processing fee expense, partially offset by decreases in FDIC insurance and litigation-related expenses.expense.
Retail Bank
Years Ended December 31,Percent
Change
Years Ended December 31,Percent
Change
(dollar amounts in millions)(dollar amounts in millions)20212020Change(dollar amounts in millions)20222021Change
Earnings summary:Earnings summary:Earnings summary:
Net interest incomeNet interest income$565$503$6213%Net interest income$680$565$11520 %
Provision for credit lossesProvision for credit losses(5)7(12)n/mProvision for credit losses11(5)16n/m
Noninterest incomeNoninterest income1231101312Noninterest income122123(1)(1)
Noninterest expensesNoninterest expenses645607386Noninterest expenses68964544
Provision (benefit) for income taxes5(3)8n/m
Provision for income taxesProvision for income taxes22517n/m
Net incomeNet income$43$2$41n/mNet income$80$43$3790 %
Net credit-related charge-offs$2$1$166%
Net credit-related (recoveries) charge-offsNet credit-related (recoveries) charge-offs$(1)$2$(3)n/m
Selected average balances:Selected average balances:Selected average balances:
Loans (a)Loans (a)$2,382$2,468$(86)(3%)Loans (a)$2,063$2,382$(319)(13)%
DepositsDeposits25,68222,8322,85012Deposits26,67225,6829904
(a) Included PPP loans with average balances of $428$31 million and $401$428 million for the years ended December 31, 20212022 and 2020,2021, respectively.
n/m - not meaningful
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Average loans decreased $86$319 million while averagedue to a $397 million decline in PPP loans. Average deposits increased $2.9$1.0 billion, reflecting increases in all deposit categories with the exception of time deposits.deposits as consumer deposits benefited from government stimulus payments made in 2021, which remained through 2022. The Retail Bank's net income increased $41$37 million to $43$80 million. Net interest income increased $62$115 million to $565$680 million, primarily due to higher deposit volumes earning FTP crediting rates.rates on deposits. The provision for credit losses decreased $12increased $16 million tofrom a benefit of $5 million. Noninterest income increased $13 million, mostly driven by higher card fees. Noninterestwas relatively stable, while noninterest expenses increased $38$44 million, primarily due to increases in corporate overhead, occupancy expense, operational losses and litigation-related expenses,salaries and benefits expense, partially offset by a decrease in operational losses.litigation-related expenses.
Wealth Management
Years Ended December 31,Percent
Change
Years Ended December 31,Percent
Change
(dollar amounts in millions)(dollar amounts in millions)20212020Change(dollar amounts in millions)20222021Change
Earnings summary:Earnings summary:Earnings summary:
Net interest incomeNet interest income$166$167$(1)—%Net interest income$199$166$3320 %
Provision for credit lossesProvision for credit losses(32)35(67)n/mProvision for credit losses9(32)41n/m
Noninterest incomeNoninterest income279263166Noninterest income29827919
Noninterest expensesNoninterest expenses317295228Noninterest expenses3483173110 
Provision for income taxesProvision for income taxes36221464Provision for income taxes3336(3)(7)
Net incomeNet income$124$78$4660%Net income$107$124$(17)(15)%
Net credit-related charge-offs$$3$(3)(93)%
Net credit-related recoveriesNet credit-related recoveries$(3)$$(3)n/m
Selected average balances:Selected average balances:Selected average balances:
Loans (a)Loans (a)$4,903$5,045$(142)(3%)Loans (a)$4,906$4,903$3— %
DepositsDeposits5,2184,40281619Deposits5,4395,218221
(a) Included PPP loans with average balances of $127$16 million and $134$127 million for the years ended December 31, 20212022 and 2020,2021, respectively.
n/m - not meaningful
Average loans remained relatively stable despite a $111 million decrease in PPP loans, while average deposits increased $816$221 million, primarily reflecting increases in all deposit categories with the exception ofnoninterest-bearing and time deposits. Wealth Management's net income increased $46 million to $124 million. Net interest income was relatively stable, while provision for credit losses decreased $67 million to a benefit of $32 million due to the improving economic outlook. Noninterest income increased $16 million to $279 million, primarily reflecting an increase in fiduciary income,deposits, partially offset by a decrease in brokerage fees.money market and interest-bearing checking deposits. Wealth Management's net income decreased $17 million to $107 million. Net interest income increased $33 million to $199 million, primarily due to an increase in loan income, partially offset by an increase in allocated net FTP charges. The provision for credit losses increased $41 million to an expense of $9 million. Noninterest income increased $19 million to $298 million, primarily due to increases in investment fees and derivative income. Noninterest expenses increased $22$31 million, primarily reflecting higher corporate overhead and salaries and benefits expenses.expenses and corporate overhead.
Finance & Other
Years Ended December 31,Percent
Change
Years Ended December 31,Percent
Change
(dollar amounts in millions)(dollar amounts in millions)20212020Change(dollar amounts in millions)20222021Change
Earnings summary:Earnings summary:Earnings summary:
Net interest expenseNet interest expense$(464)$(366)$(98)27%Net interest expense$(166)$(461)$295(64)%
Provision for credit lossesProvision for credit losses(1)(1)n/mProvision for credit losses8(1)9n/m
Noninterest incomeNoninterest income5873(15)(21)Noninterest income4158(17)(29)
Noninterest expensesNoninterest expenses2637(11)(30)Noninterest expenses(2)29(31)n/m
Benefit for income taxesBenefit for income taxes(103)(79)(24)30Benefit for income taxes(43)(103)60(58)
Net lossNet loss$(328)$(251)$(77)31%Net loss$(88)$(328)$240(73)%
Selected average balances:Selected average balances:Selected average balances:
LoansLoans$10$(3)$13n/m
DepositsDeposits1,1941,201(7)(1)Deposits7861,179(393)(33)
n/m - not meaningful
Average deposits, which primarily consist of brokered and reciprocal deposits, decreased $7 million, reflecting decreases in all interest-bearing deposit categories, partially offset by an increase in noninterest-bearing deposits.$393 million. Net loss for the Finance and Other category increased $77decreased $240 million to $328$88 million. Net interest expense increased $98decreased $295 million to $464$166 million, primarily reflecting a decreasean increase in net FTP revenue as a result of lowerhigher rates charged to the business segments under the Corporation's internal FTP methodology. Noninterest income decreased $15$17 million to $58$41 million, primarily due to a decrease in derivativesecurities trading income. Noninterest expenses decreased $11$31 million, primarily reflecting lower corporate overhead expense, partially offset by higher consultant fees.an increase in salaries and benefits expenses.
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The following table lists the Corporation's banking centers by geographic market.
December 31202120202019
Michigan188189192
Texas124123123
California959696
Other Markets:
Arizona171717
Florida877
Canada111
Total Other Markets262525
Total433433436
F-12
December 31202220212020
Michigan177188189
Texas115124123
California929596
Other Markets:
Arizona171717
Florida887
Canada111
Total Other Markets262625
Total410433433

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BALANCE SHEET AND CAPITAL FUNDS ANALYSIS
Earning Assets
Period-End Loans
(in millions)(in millions)Percent
Change
(in millions)Percent
Change
December 31December 3120212020ChangeDecember 3120222021Change
Commercial loansCommercial loans$29,366 $32,753 $(3,387)(10)%Commercial loans$30,909 $29,366 $1,543 %
Real estate construction loansReal estate construction loans2,948 4,082 (1,134)(28)Real estate construction loans3,105 2,948 157 
Commercial mortgage loansCommercial mortgage loans11,255 9,912 1,343 14 Commercial mortgage loans13,306 11,255 2,051 18 
Lease financingLease financing640 594 46 Lease financing760 640 120 19 
International loansInternational loans1,208 926 282 30 International loans1,197 1,208 (11)(1)
Residential mortgage loansResidential mortgage loans1,771 1,830 (59)(3)Residential mortgage loans1,814 1,771 43 
Consumer loans:Consumer loans:Consumer loans:
Home equityHome equity1,533 1,588 (55)(3)Home equity1,776 1,533 243 16 
Other consumerOther consumer564 606 (42)(7)Other consumer535 564 (29)(5)
Total consumer loansTotal consumer loans2,097 2,194 (97)(4)Total consumer loans2,311 2,097 214 10 
Total loansTotal loans$49,285 $52,291 $(3,006)(6)%Total loans$53,402 $49,285 $4,117 %
On a period-end basis, total loans decreased $3.0increased $4.1 billion to $53.4 billion at December 31, 2022, compared to $49.3 billion at December 31, 2021, compared to $52.3 billion at December 31, 2020, which reflectedincluded a $3.0 billion$424 million decrease in PPP loans.loans (reported in commercial loans).
Average Loans
(in millions)(in millions)Percent
Change
(in millions)Percent
Change
Years Ended December 31Years Ended December 3120212020ChangeYears Ended December 3120222021Change
Average Loans By Business Line:Average Loans By Business Line:Average Loans By Business Line:
General Middle MarketGeneral Middle Market$11,937 $12,227 $(290)(2)%General Middle Market$12,686 $11,937 $749 %
National Dealer ServicesNational Dealer Services4,349 5,967 (1,618)(27)National Dealer Services4,633 4,349 284 
Equity Fund ServicesEquity Fund Services2,781 2,367 414 18 Equity Fund Services3,345 2,781 564 20 
Environmental ServicesEnvironmental Services1,711 1,406 305 22 Environmental Services2,119 1,711 408 24 
EnergyEnergy1,376 2,021 (645)(32)Energy1,387 1,376 11 
EntertainmentEntertainment983 657 326 50 Entertainment1,141 983 158 16 
Technology and Life SciencesTechnology and Life Sciences920 1,298 (378)(29)Technology and Life Sciences909 920 (11)(1)
Total Middle MarketTotal Middle Market24,057 25,943 (1,886)(7)Total Middle Market26,220 24,057 2,163 
Commercial Real EstateCommercial Real Estate6,737 6,564 173 Commercial Real Estate6,898 6,737 161 
Corporate BankingCorporate Banking4,445 4,492 (47)(1)Corporate Banking5,528 4,445 1,083 24 
Small Business3,732 3,948 (216)(5)
Business BankingBusiness Banking3,256 3,732 (476)(13)
Mortgage Banker FinanceMortgage Banker Finance2,833 3,176 (343)(11)Mortgage Banker Finance1,579 2,833 (1,254)(44)
Total Commercial BankTotal Commercial Bank41,804 44,123 (2,319)(5)Total Commercial Bank43,481 41,804 1,677 
Total Retail BankTotal Retail Bank2,382 2,468 (86)(3)Total Retail Bank2,063 2,382 (319)(13)
Total Wealth ManagementTotal Wealth Management4,903 5,045 (142)(3)Total Wealth Management4,906 4,903 — 
Total Finance and OtherTotal Finance and Other(6)(5)(1)23 Total Finance and Other10 (6)16 n/m
Total loansTotal loans$49,083 $51,631 $(2,548)(5)%Total loans$50,460 $49,083 $1,377 %
n/m - not meaningful

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Average total loans decreased $2.5increased $1.4 billion to $50.5 billion in 2022, compared to $49.1 billion in 2021, compared to $51.6which included a $2.2 billion decline in 2020.PPP loans. Organic growth through the expansion of new and existing relationships helped drive increases in most business lines, including a $1.1 billion increase in Corporate Banking, which generally serves customers with revenue over $500 million. Middle Market business lines, which generally serve customers with annual revenue between $30 million and $500 million. Within themillion, increased by $2.2 billion, including a $749 million increase in general Middle Market businessand a $564 million increase in Equity Fund Services.
Mortgage Banker Finance, which provides short-term, revolving lines of credit to mortgage banking companies, decreased by $1.3 billion, reflecting the largest changes were decreasesmarket-wide decline in National Dealer Serviceshome sales and Energy. National Dealer Services provides floor plan inventory financingrefinancing activity resulting from lower average home sales volume and commercial mortgages to auto dealerships. The $1.6 billion decrease in National Dealer Services loans reflected the impact of supply chain issues resulting in lower inventory levels. Customers in the Energy business line are primarily engaged in the oil and gas businesses. The $645 million decrease in Energy loans reflected reduced production activity. For more information on Energy loans, refer to "Energy Lending" in the "Risk Management" section of this financial review.higher interest rate environment.
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(in millions)(in millions)Percent
Change
(in millions)Percent
Change
Years Ended December 31Years Ended December 3120212020ChangeYears Ended December 3120222021Change
Average Loans By Loan Type:Average Loans By Loan Type:Average Loans By Loan Type:
Commercial loans (a)Commercial loans (a)$29,283 $32,144 $(2,861)(9)%Commercial loans (a)$29,846 $29,283 $563 %
Real estate construction loansReal estate construction loans3,609 3,912 (303)(8)Real estate construction loans2,607 3,609 (1,002)(28)
Commercial mortgage loansCommercial mortgage loans10,610 9,839 771 Commercial mortgage loans12,135 10,610 1,525 14 
Lease financingLease financing596 594 — Lease financing680 596 84 14 
International loansInternational loans1,063 1,028 35 International loans1,246 1,063 183 17 
Residential mortgage loansResidential mortgage loans1,813 1,905 (92)(5)Residential mortgage loans1,776 1,813 (37)(2)
Consumer loans:Consumer loans:Consumer loans:
Home equityHome equity1,554 1,667 (113)(7)Home equity1,634 1,554 80 
Other consumerOther consumer555 542 13 Other consumer536 555 (19)(3)
Total consumer loansTotal consumer loans2,109 2,209 (100)(5)Total consumer loans2,170 2,109 61 
Total loansTotal loans$49,083 $51,631 $(2,548)(5)%Total loans$50,460 $49,083 $1,377 %
(a) Included PPP loans with average balances of $2.3 billion$147 million and $2.5$2.3 billion for the years ended December 31, 20212022 and 2020.2021.
Investment Securities
(in millions)(in millions)Percent
Change
(in millions)Percent
Change
December 31December 3120212020ChangeDecember 3120222021Change
U.S. Treasury securitiesU.S. Treasury securities$2,993 $4,658 $(1,665)(36)%U.S. Treasury securities$2,664 $2,993 $(329)(11)%
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)13,288 10,370 2,918 28 Residential mortgage-backed securities (a)11,655 13,288 (1,633)(12)
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)705 — 705 n/mCommercial mortgage-backed securities (a)4,693 705 3,988 n/m
Total investment securitiesTotal investment securities$16,986 $15,028 $1,958 13 %Total investment securities$19,012 $16,986 $2,026 12 %
(a)Issued and/or guaranteed by U.S. government agencies or U.S. government-sponsored enterprises.
n/m - not meaningful
On a period-end basis, investment securities were $19.0 billion at December 31, 2022, compared to $17.0 billion at December 31, 2021, compared to $15.0which included unrealized losses totaling $3.0 billion and $130 million at December 31, 2020.2022 and December 31, 2021, respectively. Mortgage-backed securities increased $3.6$2.4 billion due to continued deployment of excess liquidity, partially offset by a $1.7 billion$329 million decrease in U.S. Treasury securities related to maturities. At December 31, 2021,2022, the effective duration of the Corporation's residential mortgage-backed securities portfolio was approximately 4.25.4 years. On an average basis, investment securities increased $2.3$3.3 billion to $19.0 billion in 2022, compared to $15.7 billion in 2021 compared to $13.4 billion in 2020 as excess liquidity was invested in mortgage-backed securities.

(weighted average yield) (a)(weighted average yield) (a)U.S. Treasury
securities
Residential
mortgage-backed
securities (b)
Commercial
mortgage-backed
securities (b)
Total investment
securities
(weighted average yield) (a)U.S. Treasury securitiesResidential mortgage-backed securities (b)Commercial mortgage-backed securities (b)Total investment securities
December 31, 2021
December 31, 2022December 31, 2022U.S. Treasury securitiesResidential mortgage-backed securities (b)Commercial mortgage-backed securities (b)Total investment securities
Maturity (c)Maturity (c)Maturity (c)
Within 1 yearWithin 1 year2.48 %2.27 % %2.41 %Within 1 year1.98 %2.54 % %2.01 %
1-5 Years1-5 Years0.93 2.42  1.58 1-5 Years0.26 2.32 2.29 1.12 
5-10 Years5-10 Years 2.03 1.74 1.89 5-10 Years 2.14 2.98 2.91 
After 10 YearsAfter 10 Years 1.68 1.68 1.68 After 10 Years 1.93 3.48 1.93 
TotalTotal1.02 %1.82 %1.74 %1.68 %Total0.93 %1.97 %2.99 %2.08 %
Weighted Average Maturity (years)Weighted Average Maturity (years)2.3 26.4 9.6 21.5 Weighted Average Maturity (years)1.4 26.7 9.1 19.3 
(a)Weighted average yields are calculated on the basis of yield to maturity based on the carrying value of each debt security, aggregated by type and agency.
(b)Issued and/or guaranteed by U.S. government agencies or U.S. government-sponsored enterprises.
(c)Based on final contractual maturity.
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Interest-Bearing Deposits with Banks and Other Short-Term Investments
Interest-bearing deposits with banks, which are mostly used to manage liquidity requirements of the Corporation, primarily include deposits with the Federal Reserve Bank (FRB) and also include deposits with banks in developed countries or international banking facilities of foreign banks located in the United States. Interest-bearing deposits with banks are mostly used to manage liquidity requirements of the Corporation. On a period-end basis, interest-bearing deposits with banks increased $6.7decreased $16.9 billion to $21.4$4.5 billion at December 31, 2021, resulting2022, declining from growthelevated levels seen in relationship-based deposits due to continued customer profitability and capital markets activity.2021. On an average basis, interest-bearing deposits with banks increased $8.5decreased $9.4 billion to $18.7$9.4 billion in 2021.2022.
Other short-term investments include federal funds sold, trading securities, money market investments and loans held-for-sale. Substantially all trading securities are deferred compensation plan assets. Loans held-for-sale typically represent residential mortgage loans originated with management's intention to sell and, from time to time, other loans that are transferred
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to held-for-sale. On a period-end basis, other short-term investments increased $25decreased $40 million to $197$157 million at December 31, 2021.2022. On an average basis, other short-term investments increased $30decreased $9 million to $183$174 million in 2021.2022.
Deposits and Borrowed Funds
On a period-end basis, total deposits were $71.4 billion at December 31, 2022, a decrease of $10.9 billion compared to $82.3 billion at December 31, 2021, an increasereflecting decreases of $9.5$5.9 billion, or 13 percent, compared to $72.9 billion at December 31, 2020, reflecting increases of $6.4 billion, or 16 percent, in noninterest-bearing deposits and $3.1$5.1 billion, or 914 percent, in interest-bearing deposits. The Corporation's average deposits and borrowed funds balances are detailed in the following table.
(dollar amounts in millions)(dollar amounts in millions)Percent
Change
(dollar amounts in millions)Percent
Change
Years Ended December 31Years Ended December 3120212020ChangeYears Ended December 3120222021Change
Noninterest-bearing depositsNoninterest-bearing deposits$41,441 $33,053 $8,388 25 %Noninterest-bearing deposits$42,018 $41,441 $577 %
Money market and interest-bearing checking depositsMoney market and interest-bearing checking deposits31,063 26,798 4,265 16 Money market and interest-bearing checking deposits28,347 31,063 (2,716)(9)
Savings depositsSavings deposits3,018 2,454 564 23 Savings deposits3,304 3,018 286 
Customer certificates of depositCustomer certificates of deposit2,110 2,626 (516)(20)Customer certificates of deposit1,756 2,110 (354)(17)
Other time depositsOther time deposits 17 (17)(100)Other time deposits16 — 16 n/m
Foreign office time depositsForeign office time deposits49 90 (41)(46)Foreign office time deposits40 49 (9)(17)
Total depositsTotal deposits$77,681 $65,038 $12,643 19 %Total deposits$75,481 $77,681 $(2,200)(3)%
Short-term borrowingsShort-term borrowings$2 $314 $(312)(99)%Short-term borrowings$436 $$434 n/m
Medium- and long-term debtMedium- and long-term debt3,035 6,549 (3,514)(54)Medium- and long-term debt2,818 3,035 (217)(7)
Total borrowed fundsTotal borrowed funds$3,037 $6,863 $(3,826)(56)%Total borrowed funds$3,254 $3,037 $217 %
n/m - not meaningful
Average deposits increased $12.6decreased $2.2 billion to $75.5 billion in 2022, compared to $77.7 billion in 2021, comparedreflecting a $2.8 billion decrease in interest-bearing deposits due to $65.0 billion in 2020, reflecting increases of $8.4 billionstrategic deposit management and customers utilizing balances to fund business activities, partially offset by a $577 million increase in noninterest-bearing and $4.3 billion in interest-bearing deposits. The increases were primarily the result of customers' solid profitability and capital markets activity as well as liquidity injected into the economy through fiscal and monetary actions.
Uninsured deposits are defined as the portion of deposit accounts in U.S. offices that exceed the FDIC insurance limit and amounts in any other uninsured investment or deposit account that are classified as deposits and are not subject to any federal or state deposit insurance regimes. Total uninsured deposits were $71.8$45.5 billion and $52.0$56.7 billion at December 31, 20212022 and 2020,2021, respectively, as calculated per regulatory guidance. The portion of domestic time deposits in excess of insurance limits was $554$370 million and $524$554 million at December 31, 20212022 and 2020,2021, respectively. Time deposits otherwise uninsured, which consist of foreign office time deposits, totaled $50$51 million at December 31, 20212022 and all mature in three months or less.
On a period-end basis, there were no short-term borrowings totaled $3.2 billion at both December 31, 2021,2022 and 2020. Short-term borrowings primarily includeincluded federal funds purchased and short-term Federal Home Loan Bank (FHLB) advances and securities sold under agreements to repurchase.advances. There were no short-term borrowings at December 31, 2021. Average short-term borrowings were $314$436 million in 2020, which primarily consisted of short-term FHLB advances, which the Corporation settled2022, compared to $2 million in full during the first half of 2020.2021.
The Corporation uses medium- and long-term debt, which includes long-term FHLB advances, medium- and long-term senior notes as well as subordinated notes, to provide funding for earning assets, liquidity and regulatory capital. On a period-end basis, total medium- and long-term debt at December 31, 2021 decreased $2.9 billion2022 increased $228 million to $2.8$3.0 billion, compared to $5.7$2.8 billion at December 31, 2020, which reflected2021. In the repayment of $2.8 billion in floating-rate FHLB advances during the firstthird quarter of 2021.2022, the Bank issued $500 million of fixed-to-floating rate subordinated notes due in 2033. Average medium- and long-term debt decreased $3.5$217 million, or 7 percent, to $2.8 billion or 54 percent,in 2022, compared to $3.0 billion in 2021, compared to $6.5 billion in 2020.2021.
Further information on medium- and long-term debt is provided in Note 12 to the consolidated financial statements.
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Capital
Total shareholders' equity decreased $153 million$2.7 billion to $5.2 billion at December 31, 2022, compared to $7.9 billion at December 31, 2021, comparedprimarily due to $8.1a $3.5 billion at December 31, 2020.decrease in unrealized losses in the Corporation's investment securities portfolio and, to a lesser extent, its cash flow hedge portfolio and defined benefit plan. The following table presents a summary of changes in total shareholders' equity in 2021.2022.
(in millions)
  
Balance at January 1, 20212022$8,0507,897 
Net income1,1681,151 
Cash dividends declared on common stock(365)(356)
Cash dividends declared on preferred stock(23)
Purchase of common stock(723)(36)
Other comprehensive (loss) income,loss, net of tax:
Investment securities$(310)(2,220)
Cash flow hedges(100)(997)
Defined benefit and other postretirement plans134(313)
Total other comprehensive loss, net of tax(276)(3,530)
Net issuance of common stock under employee stock plans2518 
Share-based compensation4160 
Balance at December 31, 20212022$7,8975,181 
The following table summarizes the Corporation’s repurchase activity for the year ended December 31, 2021.2022.
(shares in thousands)Total Number of Shares Purchased as 
Part of Publicly Announced Repurchase Plans or Programs
Remaining
Repurchase
Authorization (a)
Total Number
of Shares
Purchased (b)
Average Price
Paid Per 
Share
First Quarter 2021 4,870 55 $61.39 
Second Quarter 20215,882 8,988 5,884 76.51 
Third Quarter 20213,050 5,938 3,052 72.12 
Fourth Quarter 2021564 5,374 565 88.61 
Total 20219,496 5,374 9,556 75.73 
(shares in thousands)Total Number of Shares Purchased as 
Part of Publicly Announced Repurchase Plans or Programs
Remaining Share
Repurchase
Authorization (a)
Total Number
of Shares
Purchased (b)
Average Price
Paid Per 
Share
First Quarter 2022377 4,997 399 $92.58 
Second Quarter 2022 4,997 2 90.85 
Third Quarter 2022 4,997 2 74.64 
Fourth Quarter 2022 4,997 2 72.44 
Total 2022377 4,997 405 92.39 
(a) Maximum number of shares that may yet be purchasedrepurchased under the publicly announced plans or programs.
(b) Includes approximately 60,00028,000 shares purchased pursuant to deferred compensation plans and shares purchased from employees to pay for taxes related to restricted stock vesting under the terms of an employee share-based compensation plan during the year ended December 31, 2021.2022. These transactions are not considered part of the Corporation's repurchase program.
On April 27, 2021 the Corporation's Board of Directors approved the authorization to repurchase up to an additional 10 million shares of its outstanding common stock, including an Accelerated Share Repurchase transaction (ASR) effected in the second quarter of 2021. Since the inception of the share repurchase program in 2010, a total of 97.2 million shares have been authorized for repurchase. There is no expiration date for the share repurchase program. The Corporation believes that share repurchases will resume in 2023, although the timing and actual amount of additional share repurchases are subject to various factors, including the Corporation's earnings generation, capital needs to fund future loan growth and market conditions.the macroeconomic outlook.
The Corporation continues to target a Common Equity Tier 1 (CET1) capital ratio of approximately 10 percent with active capital management. At December 31, 2021,2022, the Corporation's CET1 capital ratio was 10.1310.00 percent, a decrease of 2113 basis points compared to December 31, 2020.2021.
The Corporation is subject to the capital adequacy standards under the Basel III regulatory framework (Basel III). This regulatory framework establishes comprehensive methodologies for calculating regulatory capital and risk-weighted assets (RWA). Basel III also set minimum capital ratios as well as overall capital adequacy standards.
Under Basel III, regulatory capital comprises CET1 capital, additional Tier 1 capital and Tier 2 capital. CET1 capital predominantly includes common shareholders' equity, less certain deductions for goodwill, intangible assets and deferred tax assets that arise from net operating losses and tax credit carry-forwards. Additionally, the Corporation has elected to permanently exclude capital in accumulated other comprehensive income (AOCI) related to debt and equity securities classified as available-for-sale as well as for cash flow hedges and defined benefit postretirement plans from CET1, an option available to standardized approach entities under Basel III. Tier 1 capital incrementally includes noncumulative perpetual preferred stock. Tier 2 capital includes Tier 1 capital as well as subordinated debt qualifying as Tier 2 and qualifying allowance for credit losses. In 2020, the Corporation elected regulatory relief to defer the impact of adopting the CECL model for measuring credit losses on regulatory capital. The deferred amounts were zero at December 31, 2021 and $72 million at December 31, 2020. For further information about the adoption of CECL, refer to Note 1 to the consolidated financial statements.
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The Corporation computes RWA using the standardized approach. Under the standardized approach, RWA is generally based on supervisory risk-weightings which vary by counterparty type and asset class. Under the Basel III standardized approach, capital is required for credit risk RWA, to cover the risk of unexpected losses due to failure of a customer or counterparty to meet its financial obligations in accordance with contractual terms; and if trading assets and liabilities exceed certain thresholds, capital is also required for market risk RWA, to cover the risk of losses due to adverse market movements or from position-specific factors.
The following table presents the minimum ratios required.
Common equity tier 1 capital to risk-weighted assets4.5 %
Tier 1 capital to risk-weighted assets6.0 
Total capital to risk-weighted assets8.0 
Capital conservation buffer (a)2.5 
Tier 1 capital to adjusted average assets (leverage ratio)4.0 
(a)In addition to the minimum risk-based capital requirements, the Corporation is required to maintain a minimum capital conservation buffer, in the form of common equity tier 1 capital, in order to avoid restrictions on capital distributions and discretionary bonuses.
The Corporation's capital ratios exceeded minimum regulatory requirements as follows:
December 31, 2021December 31, 2020December 31, 2022December 31, 2021
(dollar amounts in millions)(dollar amounts in millions)Capital/AssetsRatioCapital/AssetsRatio(dollar amounts in millions)Capital/AssetsRatioCapital/AssetsRatio
Common equity tier 1 (a), (b)$7,064 10.13 %$6,919 10.34 %
Tier 1 risk-based (a), (b)7,458 10.70 7,313 10.93 
Common equity tier 1 (a)Common equity tier 1 (a)$7,884 10.00 %$7,064 10.13 %
Tier 1 risk-based (a)Tier 1 risk-based (a)8,278 10.50 7,458 10.70 
Total risk-based (a)Total risk-based (a)8,608 12.35 8,833 13.20 Total risk-based (a)9,817 12.45 8,608 12.35 
Leverage (a)Leverage (a)7,458 7.74 7,313 8.63 Leverage (a)8,278 9.55 7,458 7.74 
Common shareholders' equityCommon shareholders' equity7,503 7.93 7,656 8.69 Common shareholders' equity4,787 5.60 7,503 7.93 
Tangible common equity (b)(a)Tangible common equity (b)(a)6,857 7.30 7,020 8.02 Tangible common equity (b)(a)4,143 4.89 6,857 7.30 
Risk-weighted assetsRisk-weighted assets69,708 66,931 Risk-weighted assets78,871 69,708 
(a) Ratios reflect deferral of CECL model impact as calculated per regulatory guidance. The deferred amounts were zero at December 31, 2021 and $72 million at December 31, 2020.
(b) See Supplemental Financial Data section for reconciliations of non-GAAP financial measures and regulatory ratios.
At December 31, 2021,2022, the Corporation and its U.S. banking subsidiaries exceeded the capital ratios required for an institution to be considered “well capitalized” by the standards developed under the Federal Deposit Insurance Corporation Improvement Act of 1991. Refer to Note 20 to the consolidated financial statements for further discussion of regulatory capital requirements, capital ratio calculations and restrictions on the ability of the Corporation's banking subsidiaries to transfer assets to the Corporation.
The common shareholders' equity ratio decreased 233 basis points to 5.60 percent at December 31, 2022 primarily due to the change in unrealized losses in the Corporation's investment securities portfolio and, to a lesser extent, its cash flow hedge portfolio and defined benefit plan. The unrealized losses in the Corporation's available-for-sale investment security portfolio are due to market valuations since the time of initial acquisition which, in substantially all cases, are not expected to be realized. The tangible common equity ratio, which excludes goodwill and other intangible assets, decreased 241 basis points to 4.89 percent for the same reasons. The impact of cumulative unrealized losses recorded within other comprehensive loss at December 31, 2022 to both ratios was approximately 440 basis points.

RISK MANAGEMENT
The Corporation assumes various types of risk as a result of conducting business in the normal course. The Corporation's enterprise risk management framework provides a process for identifying, measuring, controlling and managing these risks. This framework incorporates a risk assessment process, a collection of risk committees that manage the Corporation's major risk elements and a risk appetite statement that outlines the levels and types of risks the Corporation accepts. The Corporation continuously enhances its enterprise risk framework with additional processes, tools and systems designed to not only provide management with deeper insight into the various existing and emerging risks in accordance with its appetite for risk, but also to improve the Corporation's ability to control those risks and ensure that appropriate consideration is received for the risks taken.
The Corporation’s front line employees, the first line of defense, are responsible for the day-to-day management and ownership of risks, including the identification, assessment, measurement and control of risks encountered as a part of the normal course of business. Each of the major risk categories are further monitored and measured by specialized risk managers in the second line of defense within the Enterprise Risk Division, who provide oversight as well as independent and effective challenge and guidance for the risk management activities of the organization. The Enterprise Risk Division, led by the Chief Risk Officer, is responsible for designing and managing the Corporation’s enterprise risk management framework and ensures effective risk management oversight. Risk management committees serve as a point of review and escalation for those risks
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which may have risk interdependencies or where risk levels may be nearing the limits outlined in the Corporation’s risk appetite statement. These committees comprise senior and executive management that represent views from both the lines of business and risk management. Internal Audit, the third line of defense, monitors and assesses the overall effectiveness of the risk management framework on an ongoing basis and provides an independent, objective assessment of the Corporation’s ability to manage and control risk to management and the Audit Committee of the Board.
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The Enterprise Risk and Return Committee, (formerly known as the Enterprise-Wide Risk Management Committee), chaired by the Chief Risk Officer, is established by the Enterprise Risk Committee of the Board and responsible for governance over the risk management framework, providing oversight in managing the Corporation's aggregate risk position and reporting on the comprehensive portfolio of risks as well as the potential impact these risks can have on the Corporation's risk profile and resulting capital level. Capital provides the primary buffer for risk and also serves as a measuring tool when evaluating risk. The Enterprise Risk and Return Committee is principally composed of senior officers and executives representing the different risk areas and business units who are appointed by the Chairman and Chief Executive Officer of the Corporation.
The Board's Enterprise Risk Committee meets quarterly and is chartered to assist the Board in promoting the best interests of the Corporation by overseeing policies and risk practices relating to enterprise-wide risk and ensuring compliance with bank regulatory obligations. Members of the Enterprise Risk Committee are selected such that the committee comprises individuals whose experiences and qualifications can lead to broad and informed views on risk matters facing the Corporation and the financial services industry. These include, but are not limited to, existing and emerging risk matters related to credit, market, liquidity, operational, technology, compliance and strategic conditions. A comprehensive risk report is submitted to the Enterprise Risk Committee each quarter providing management's view of the Corporation's aggregate risk position.
Further discussion and analyses of each major risk area are included in the following sub-sections of the Risk Management section in this financial review.

Credit Risk
Credit risk represents the risk of loss due to failure of a customer or counterparty to meet its financial obligations in accordance with contractual terms. Credit risk is found in all activities where success depends on counterparty, issuer or borrower performance. It arises any time funds are extended, committed, invested or otherwise exposed, whether reflected on or off the balance sheet. The governance structure is administered through the Strategic Credit Committee. The Strategic Credit Committee is chaired by the Chief Credit Officer and approves recommendations to address credit risk matters through credit policy, credit risk management practices and required credit risk actions. The Strategic Credit Committee also ensures a comprehensive reporting of credit risk levels and trends, including exception levels, along with identification and mitigation of emerging risks. In order to facilitate the corporate credit risk management process, various other corporate functions provide the resources for the Strategic Credit Committee to carry out its responsibilities. The Corporation manages credit risk through underwriting and periodically reviewing and approving its credit exposures in accordance with established credit policies and guidelines. Additionally, the Corporation manages credit risk through loan portfolio diversification, limiting exposure to any single industry, customer or guarantor, and selling participations and/or syndicating credit exposures above those levels it deems prudent to third parties.
The Credit Division manages credit policy and provides the resources to manage the line of business transactional credit risk, assuring that all exposure is risk rated according to the requirements of the credit risk rating policy and providing business segment reporting support as necessary. The Enterprise Risk Division provides credible and well-documented challenge of overall portfolio credit risk, and other credit-related attributes of the Corporation's loan portfolios, with a particular emphasis on all attendant modeled results. The Corporation's Asset Quality Review function, a division of Internal Audit, audits the accuracy of internal risk ratings that are assigned by the lending and credit groups. The Special Assets Group is responsible for managing the recovery process on distressed or defaulted loans and loan sales.
Portfolio RiskCredit Analytics and Strategy, within the Credit Division, provides comprehensive reporting on portfolio credit risk levels and trends, continuous assessment and verification of risk rating models, quarterly calculation of the allowance for loan losses and the allowance for credit losses on lending-related commitments and calculations of both expected and unexpected loss.
Allowance for Credit Losses
The allowance for credit losses includes both the allowance for loan losses and the allowance for credit losses on lending-related commitments. As a percentage of total loans, the allowance for credit losses was 1.26 percent at December 31, 2021, compared to 1.90 percent at December 31, 2020. Excluding PPP loans, which are guaranteed by the Small Business Administration, the allowance for credit losses was 1.27 percent of total loans at December 31, 2021, compared to 2.03 percent at December 31, 2020. The allowance for credit losses covered 2.3 times and 2.8 times total nonperforming loans at December 31, 2021 and December 31, 2020, respectively.
The allowance for credit losses decreased by $374 million from $992 million at December 31, 2020 to $618 million at December 31, 2021, primarily reflecting strong credit quality, a sustained recovery by the U.S. economy from the COVID-19 pandemic and benefits of mitigating actions by the U.S. government. In addition to $2.8 trillion of stimulus spending approved by Congress between December 2020 and March 2021, the rollout of the COVID vaccine, strong business spending and improved labor markets contributed to an overall improved economic outlook. However, there continues to be uncertainty related to the impact of emerging COVID-19 variants and vaccine efficacy, supply chain constraints, future monetary and fiscal support and inflationary pressures.
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The following table presents metrics of the allowance for credit losses and nonperforming loans.
December 31,20222021
Allowance for credit losses as a percentage of total loans1.24 %1.26 %
Allowance for credit losses as a multiple of total nonaccrual loans2.8x2.3x
Allowance for credit losses as a multiple of total nonperforming loans2.7x2.3x
The allowance for credit losses increased by $43 million from $618 million at December 31, 2021 to $661 million at December 31, 2022, primarily reflecting loan growth and continued strong credit metrics as well as a modest deterioration in economic forecasts. Excess savings and pent-up demand from consumers, as well as tight labor markets, have supported the U.S. economy. However, there are headwinds from recessionary pressures, surging inflation, higher interest rates and the slowing housing market. Foreign developments pose additional headwinds, including the impacts of the Russia-Ukraine conflict, uncertainties about China’s reopening and the impact of tighter monetary policy across much of the global economy.
These factors shaped the 2-year reasonable and supportable forecast used by the Corporation in its CECL modeled estimate at December 31, 2021.2022. The U.S. economy is expected to grow at a moderate pace throughcontract marginally in the first half of 20222023 before gradually normalizing into historicalto its trend growth rates. Certain economic variables, like oil prices, are expected to decrease as inflation normalizes. Forecasts for other key economic variables including the unemployment rate, are generally in lineconsistent with those of Gross Domestic Product (GDP) projections. Oil prices are expected to decrease, while interest rate forecasts reflect market expectations and recent guidance from current elevated levels. Interest rates are expected to increase, reflecting the Federal Reserve's revised expectations, while corporate bond spreads reflect normalized default risk.Reserve. The following table summarizes select economic variables representative of the economic forecasts used to develop the allowance for credit losses estimate at December 31, 2021.2022.

Economic VariableBase Forecast
Real GDP growthGradually normalizesContracts slightly in first and second quarters 2023, consistent with a mild recession, before recovering to a long-termtrend growth rate of around 2 to 3 percent by third quarter 2022.the end of the forecast period.
Unemployment rateCurrent levels decreaseIncreases to 44.7 percent by secondfirst quarter 2022,2024 and remaining between 3.5 percent and 4 percentat that level through the remainder of the forecast period.fourth quarter 2024.
Corporate BBB bond to 10-year Treasury bond spreadsSpreads remain below 2widen to 2.8 percent throughoutin first quarter 2023 before normalizing to 2.1 percent by the end of the forecast period.
Oil PricesPrices gradually decline from current levels to $62$76 dollars by secondfourth quarter 2023.2024.
Due to the high degree of uncertainty regarding the ultimate economic consequence of the pandemic,recessionary pressures, surging inflation and higher interest rates, management considered other economic scenarios to make appropriate qualitative adjustments for certain sectors of its lending portfolio, including more benign and more severe forecasts.
Refer to Note 1 to the consolidated financial statements for a discussion of the methodology used in the determination of the allowance for credit losses.
Allowance for Loan Losses
The allowance for loan losses represents management’s estimates of current expected credit losses in the Corporation’s loan portfolio. Pools of loans with similar risk characteristics are collectively evaluated, while loans that no longer share risk characteristics with loan pools are evaluated individually. The allowance for loan losses increased $22 million to $610 million at December 31, 2022, compared to $588 million at December 31, 2021.
Collective loss estimates are determined by applying reserve factors, designed to estimate current expected credit losses, to amortized cost balances over the remaining contractual life of the collectively evaluated portfolio. Loans with similar risk characteristics are aggregated into homogeneous pools. The allowance for loan losses also includes qualitative adjustments to bring the allowance to the level management believes is appropriate based on factors that have not otherwise been fully accounted for, including adjustments for foresight risk, input imprecisions and model imprecision. Credit losses for loans that no longer share risk characteristics with the loan pools are estimated on an individual basis. Individual credit loss estimates are typically performed for nonaccrual loans and modified loans classified as troubled debt restructurings (TDRs) and are based on one of several methods, including the estimated fair value of the underlying collateral, observable market value of similar debt or the present value of expected cash flows.    
Allowance for Credit Losses on Lending-Related Commitments
The allowance for credit losses on lending-related commitments estimates current expected credit losses on collective pools of letters of credit and unused commitments to extend credit based on reserve factors, determined in a manner similar to
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business loans, multiplied by a probability of draw estimate based on historical experience and credit risk, applied to commitment amounts. The allowance for credit losses on lending-related commitments totaled $30$51 million and $44$30 million at December 31, 20212022 and December 31, 2020,2021, respectively.
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The following table presents metrics of the allowance for credit losses.
December 31,20212020
Allowance for credit losses as a percentage of total loans1.26 %1.90 %
Allowance for credit losses as a percentage of total loans excluding PPP loans1.27 2.03 
Allowance for credit losses as a multiple of total nonaccrual loans2.3x2.9x
Allowance for credit losses as a multiple of total nonperforming loans2.3x2.8x
Analysis of the Allowance for Credit Losses
The table below details net charge-offs (recoveries) as a percentage of total loans by loan category.
202120202019202220212020
(dollar amounts in millions)(dollar amounts in millions)Net Loan
Charge-Offs
(Recoveries)
Net Charge-Offs
(Recoveries)
Ratio (a)
Net Loan
Charge-Offs
(Recoveries)
Net Charge-Offs
(Recoveries)
Ratio (a)
Net Loan
Charge-Offs
(Recoveries)
Net Charge-Offs
(Recoveries)
Ratio (a)
(dollar amounts in millions)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)
CommercialCommercial$(15)(0.05)%$198 0.62 %$108 0.34 %Commercial$18 0.06 %$(15)(0.05 %)$198 0.62 %
Commercial mortgageCommercial mortgage2 0.02 (3)(0.03)(1)(0.01)Commercial mortgage  0.02 (3)(0.03)
InternationalInternational4 0.38 — — — — International  0.38 — — 
Residential mortgageResidential mortgage(2)(0.11)— — — — Residential mortgage(1)(0.03)(2)(0.11)— — 
ConsumerConsumer1 0.05 0.05 — — Consumer  0.05 0.05 
Total loansTotal loans$(10)(0.02)%$196 0.38 %$107 0.21 %Total loans$17 0.03 %$(10)(0.02 %)$196 0.38 %
(a)Net charge-offs (recoveries) as a percentage of related average loans outstanding.
Net loan charge-offs decreased $206totaled $17 million tofor the year ended December 31, 2022, a $27 million increase from net loan recoveries of $10 million or 0.02% of total loans, for the year ended December 31, 2021. The $213 million decline in commercialCommercial net charge-offs for the 2022 period included Energy net charge-offs totaling $3 million, compared to $48 million of Energy net recoveries recorded in the 2021 period, an increase of $51 million, which was partially offset by decreases of $173$12 million in Energy, $22general Middle Market and $9 million in Technology and Life Sciences and $14 million in BusinessCorporate Banking.
Allocation of the Allowance for Credit Losses
2021202020222021
(dollar amounts in millions)(dollar amounts in millions)Allocated
Allowance
Allowance
Ratio (a)
% (b)Allocated
Allowance
% (b)(dollar amounts in millions)Allocated
Allowance
Allowance
Ratio (a)
% (b)Allocated
Allowance
Allowance
Ratio (a)
% (b)
December 31,December 31,December 31,
Allowance for loan lossesAllowance for loan lossesAllowance for loan losses
Business loansBusiness loansBusiness loans
Commercial (c)Commercial (c)$293 1.00 %60 %$508 62 %Commercial (c)$287 0.93 %58 %$293 1.00 %60 %
Real estate constructionReal estate construction28 0.94 6 62 Real estate construction38 1.24 6 28 0.94 
Commercial mortgageCommercial mortgage192 1.71 23 299 19 Commercial mortgage200 1.51 25 192 1.71 23 
Lease financingLease financing6 0.97 1 10 Lease financing6 0.78 1 0.97 
InternationalInternational12 0.96 2 16 International10 0.79 2 12 0.96 
Total business loansTotal business loans531 1.17 92 895 92 Total business loans541 1.10 92 531 1.17 92 
Retail loansRetail loansRetail loans
Residential mortgageResidential mortgage24 1.36 4 16 Residential mortgage32 1.74 4 24 1.36 
ConsumerConsumer33 1.56 4 37 Consumer37 1.61 4 33 1.56 
Total retail loansTotal retail loans57 1.47 8 53 Total retail loans69 1.67 8 57 1.47 
Total loansTotal loans588 1.19 %100 %$948 100 %Total loans610 1.14 %100 %$588 1.19 %100 %
Allowance for credit losses on lending-related commitmentsAllowance for credit losses on lending-related commitmentsAllowance for credit losses on lending-related commitments
Business commitmentsBusiness commitments24 35 Business commitments40 24 
Retail commitmentsRetail commitments6 Retail commitments11 
Total commitmentsTotal commitments30 44 Total commitments51 30 
Allowance for credit lossesAllowance for credit losses$618 1.26 %$992 Allowance for credit losses$661 1.24 %$618 1.26 %
(a)Allocated allowance as a percentage of related loans outstanding.
(b)Loans outstanding as a percentage of total loans.
(c)Includes PPP loans with a balance of $459$35 million and $3.5 billion$459 million at December 31, 20212022 and December 31, 2020,2021, respectively.
For additional information regarding the allowance for credit losses, refer to the "Critical Accounting Estimates" section of this financial review and Notes 1 and 4 to the consolidated financial statements.
Nonperforming Assets
Nonperforming assets include loans on nonaccrual status, TDRs which have been renegotiated to less than the original contractual rates (reduced-rate loans) and foreclosed assets. TDRs include performing and nonperforming loans, with
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nonperforming TDRs on either nonaccrual or reduced-rate status. In accordance with the provisions of the Coronavirus Aid, Relief, and Economic Security Act (CARES Act), the Corporation elected not to consider qualifying COVID-19-related modifications, primarily deferrals, as TDRs and did not designate such loans as past due or nonaccrual. The temporary relief
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provided under the CARES Act applied to modifications made from the start of the COVID-19 pandemic through December 31, 2021. For additional information regarding the Corporation's accounting policies for the CARES Act, refer to Note 1 to the consolidated financial statements.
Summary of Nonperforming Assets and Past Due Loans
(dollar amounts in millions)(dollar amounts in millions)(dollar amounts in millions)
December 31December 3120212020December 3120222021
Nonaccrual loansNonaccrual loans$264 $347 Nonaccrual loans$240 $264 
Reduced-rate loansReduced-rate loans4 Reduced-rate loans4 
Total nonperforming loansTotal nonperforming loans268 350 Total nonperforming loans244 268 
Foreclosed propertyForeclosed property1 Foreclosed property 
Other repossessed assets 
Total nonperforming assetsTotal nonperforming assets$269 $359 Total nonperforming assets$244 $269 
Nonaccrual loans as a percentage of total loansNonaccrual loans as a percentage of total loans0.54 %0.66 %Nonaccrual loans as a percentage of total loans0.45 %0.54 %
Nonperforming loans as a percentage of total loansNonperforming loans as a percentage of total loans0.54 0.67 Nonperforming loans as a percentage of total loans0.46 0.54 
Nonperforming assets as a percentage of total loans and foreclosed propertyNonperforming assets as a percentage of total loans and foreclosed property0.55 0.69 Nonperforming assets as a percentage of total loans and foreclosed property0.46 0.55 
Loans past due 90 days or more and still accruingLoans past due 90 days or more and still accruing$27 $45 Loans past due 90 days or more and still accruing$23 $27 
Nonperforming assets decreased $90$25 million to $244 million at December 31, 2022, from $269 million at December 31, 2021, from $359 million at December 31, 2020.2021. The decrease in nonperforming assets primarily reflected a $100decrease of $45 million decrease in nonperforming Energynonaccrual business loans, which are a componentpartially offset by an increase of commercial loans.$21 million in nonaccrual retail loans, as temporary legislative relief for COVID-19-related deferrals ended on December 31, 2021. Nonperforming loans were 0.540.46 percent of total loans at December 31, 2021,2022, compared to 0.670.54 percent at December 31, 2020.2021. For further information regarding the composition of nonaccrual loans, refer to Note 4 to the consolidated financial statements.
As of December 31, 2021, COVID-19-related payment deferrals, which consisted of residential mortgages, totaled $22 million, or 0.04 percent of total loans, compared to $141 million, or 0.27 percent of total loans, as of December 31, 2020, reflecting expiration of initial deferrals and nominal new requests as the economy recovers from the pandemic. Loans with COVID-19-related deferred payments on a third deferral, primarily residential mortgages, totaled $22 million at December 31, 2021 and would generally be considered TDRs if not for the provisions in the CARES Act.
The following table presents a summary of changes in nonaccrual loans.
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 3120212020Years Ended December 3120222021
Balance at beginning of periodBalance at beginning of period$347 $199 Balance at beginning of period$264 $347 
Loans transferred to nonaccrual (a)Loans transferred to nonaccrual (a)193 482 Loans transferred to nonaccrual (a)132 193 
Nonaccrual loan gross charge-offsNonaccrual loan gross charge-offs(70)(238)Nonaccrual loan gross charge-offs(68)(70)
Loans transferred to accrual status (a)Loans transferred to accrual status (a)(25)(3)Loans transferred to accrual status (a)(11)(25)
Nonaccrual loans soldNonaccrual loans sold(34)(14)Nonaccrual loans sold(15)(34)
Payments/other (b)Payments/other (b)(147)(79)Payments/other (b)(62)(147)
Balance at end of periodBalance at end of period$264 $347 Balance at end of period$240 $264 
(a)Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Includes net changes related to nonaccrual loans with balances less than or equal to $2 million, payments on nonaccrual loans with book balances greater than $2 million and transfers of nonaccrual loans to foreclosed property.
There were 1823 borrowers with a balance greater than $2 million, totaling $193$132 million, transferred to nonaccrual status in 2021, a decrease2022, an increase of 245 borrowers compared to 4218 borrowers totaling $482$193 million in 2020.2021. For further information about the composition of loans transferred to nonaccrual during the current period, refer to the nonaccrual information by industry category table below.
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The following table presents the composition of nonaccrual loans by balance and the related number of borrowers at December 31, 20212022 and 2020.2021.
2021202020222021
(dollar amounts in millions)(dollar amounts in millions)Number of
Borrowers
BalanceNumber of
Borrowers
Balance(dollar amounts in millions)Number of
Borrowers
BalanceNumber of
Borrowers
Balance
Under $2 millionUnder $2 million580 $63 682 $83 Under $2 million475 $60 580 $63 
$2 million - $5 million$2 million - $5 million14 46 20 61 $2 million - $5 million14 46 14 46 
$5 million - $10 million$5 million - $10 million7 54 73 $5 million - $10 million8 58 54 
$10 million - $25 million$10 million - $25 million5 69 94 $10 million - $25 million5 76 69 
Greater than $25 millionGreater than $25 million1 32 36 Greater than $25 million  32 
TotalTotal607 $264 719 $347 Total502 $240 607 $264 
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The following table presents a summary of nonaccrual loans at December 31, 20212022 and loans transferred to nonaccrual and net loan charge-offs for the year ended December 31, 2021,2022, based on North American Industry Classification System (NAICS) categories.
December 31, 2021Year Ended December 31, 2021December 31, 2022Year Ended December 31, 2022
(dollar amounts in millions)(dollar amounts in millions)Nonaccrual LoansLoans Transferred to
Nonaccrual (a)
Net Loan Charge-Offs (Recoveries)(dollar amounts in millions)Nonaccrual LoansLoans Transferred to
Nonaccrual (a)
Net Loan Charge-Offs (Recoveries)
Industry CategoryIndustry CategoryIndustry Category
Residential MortgageResidential Mortgage$53 22 %$28 21 %$(1)(6)%
ManufacturingManufacturing52 21 65 49 28 164 
Transportation & WarehousingTransportation & Warehousing$44 17 %$24 12 %$10 (99)%Transportation & Warehousing23 10   (3)(18)
Manufacturing37 14 40 21 17 (172)
Residential Mortgage36 14 18 9 (2)(2)
Wholesale TradeWholesale Trade23 9     
Real Estate & Home BuildersReal Estate & Home Builders30 12 24 12 3 (31)Real Estate & Home Builders14 6   1 6 
Wholesale Trade26 10   1 (5)
ServicesServices14 5 2 1 (2)18 Services11 5 9 7 (6)(35)
Retail TradeRetail Trade11 4 10 7 (2)(12)
Information & CommunicationInformation & Communication9 4 4 3 1 6 
Mining, Quarrying and Oil & Gas ExtractionMining, Quarrying and Oil & Gas Extraction14 5 28 15 (48)482 Mining, Quarrying and Oil & Gas Extraction7 3 6 5 3 18 
Arts, Entertainment & RecreationArts, Entertainment & Recreation7 3     
Health Care & Social AssistanceHealth Care & Social Assistance12 4 20 10 8 (74)Health Care & Social Assistance7 3 7 5 5 30 
Information & Communication12 4     
Arts, Entertainment & Recreation9 3   1 (5)
Retail Trade3 1   1 (11)
Contractors2 1   (1)10 
Utilities  30 16 5 (49)
Management of Companies and EnterprisesManagement of Companies and Enterprises6 3   (5)(29)
Other (b)Other (b)25 10 7 4 (3)38 Other (b)17 7 3 3 (4)(24)
TotalTotal$264 100 %$193 100 %$(10)100 %Total$240 100 %$132 100 %$17 100 %
(a)Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Consumer, excluding residential mortgage and certain personal purpose nonaccrual loans and net charge-offs, is included in the Other category.
Loans past due 90 days or more and still accruing interest generally represent loans that are well collateralized and in the process of collection. Loans past due 90 days or more decreased $18$4 million to $23 million at December 31, 2022, compared to $27 million at December 31, 2021, compared to $45 million at December 31, 2020.2021. Loans past due 30-89 days decreased $251increased $225 million to $378 million at December 31, 2022, compared to $153 million at December 31, 2021, compared to $404 million at December 31, 2020.2021. Loans past due 30 days or more and still accruing interest as a percentage of total loans were 0.360.75 percent and 0.860.36 percent at December 31, 20212022 and December 31, 2020,2021, respectively. An aging analysis of loans included in Note 4 to the consolidated financial statements provides further information about the balances comprising past due loans.
The following table presents a summary of total criticized loans. The Corporation's criticized list is consistent with the Special Mention, Substandard and Doubtful categories defined by regulatory authorities. Criticized loans with balances of $2 million or more on nonaccrual status or loans with balances of $1 million or more whose terms have been modified in a TDR are individually subjected to quarterly credit quality reviews, and the Corporation may establish specific allowances for such loans. A table of loans by credit quality indicator included in Note 4 to the consolidated financial statements provides further information about the balances comprising total criticized loans.
(dollar amounts in millions)
December 3120212020
Total criticized loans$1,573 $2,947 
As a percentage of total loans3.2 %5.6 %
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(dollar amounts in millions)
December 3120222021
Total criticized loans$1,572 $1,573 
As a percentage of total loans2.9 %3.2 %
The $1.4 billion$1 million decrease in criticized loans during the year ended December 31, 20212022 included decreases of $540$90 million in Business Banking, $72 million in Corporate Banking, $60 million in Entertainment Lending and $46 million in Energy, mostly offset by increases of $121 million in Technology and Life Sciences, $99 million in general Middle Market and $538$53 million in Energy.Environmental Services.
For further information regarding the Corporation's nonperforming assets policies, refer to Notes 1 and 4 to the consolidated financial statements.
Concentrations of Credit Risk
Concentrations of credit risk may exist when a number of borrowers are engaged in similar activities, or activities in the same geographic region, and have similar economic characteristics that would cause them to be similarly impacted by changes in economic or other conditions. The Corporation has concentrations of credit risk with the commercial real estate and automotive industries. All other industry concentrations, as defined by management, individually represented less than 10 percent of total loans at December 31, 2021.2022.
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Commercial Real Estate Lending
At December 31, 2021,2022, the Corporation's commercial real estate portfolio represented 2931 percent of total loans. The following table summarizes the Corporation's commercial real estate loan portfolio by loan category.
December 31, 2021December 31, 2020December 31, 2022December 31, 2021
(in millions)(in millions)Commercial Real Estate business line (a)Other (b)TotalCommercial Real Estate business line (a)Other (b)Total(in millions)Commercial Real Estate business line (a)Other (b)TotalCommercial Real Estate business line (a)Other (b)Total
Real estate construction loansReal estate construction loans$2,391 $557 $2,948 $3,657 $425 $4,082 Real estate construction loans$2,505 $600 $3,105 $2,391 $557 $2,948 
Commercial mortgage loansCommercial mortgage loans3,338 7,917 11,255 2,273 7,639 9,912 Commercial mortgage loans4,681 8,625 13,306 3,338 7,917 11,255 
Total commercial real estateTotal commercial real estate$5,729 $8,474 $14,203 $5,930 $8,064 $13,994 Total commercial real estate$7,186 $9,225 $16,411 $5,729 $8,474 $14,203 
(a)Primarily loans to real estate developers.
(b)Primarily loans secured by owner-occupied real estate.
The Corporation limits risk inherent in its commercial real estate lending activities by monitoring borrowers directly involved in the commercial real estate markets and adhering to conservative policies on loan-to-value ratios for such loans. Commercial real estate loans, consisting of real estate construction and commercial mortgage loans, totaled $14.2$16.4 billion at December 31, 2021.2022. Of the total, $5.7$7.2 billion, or 4044 percent, were to borrowers in the Commercial Real Estate business line, which includes loans to real estate developers, a decreasean increase of $201 million$1.5 billion compared to December 31, 2020.2021. Commercial real estate loans in other business lines totaled $8.5$9.2 billion, or 6056 percent, at December 31, 2021,2022, an increase of $410$751 million compared to December 31, 2020.2021. These loans consisted primarily of owner-occupied commercial mortgages, which bear credit characteristics similar to non-commercial real estate business loans. Generally, loans previously reported as real estate construction are classified as commercial mortgage loans upon receipt of a certificate of occupancy. In 2021, the Corporation performed an in-depth review of the status of these loans which resulted in $1.2 billion of loans previously reported as real estate construction to be classified as commercial mortgage loans as of December 31, 2021.
The real estate construction loan portfolio primarily contains loans made to long-timelong-tenured customers with satisfactory completion experience. There were no criticized real estate construction loans in the Commercial Real Estate business line at both December 31, 2021, compared to $27 million at December 31, 2020.2022 and 2021. In other business lines, criticized real estate construction loans totaled $3 million at December 31, 2022, compared to $35 million at December 31, 2021, compared to $20 million at December 31, 2020.2021. There were no real estate construction loan net charge-offs in either of the years ended December 31, 20212022 and 2020.2021.
Commercial mortgage loans are loans where the primary collateral is a lien on any real property and are primarily loans secured by owner-occupied real estate. Real property is generally considered primary collateral if the value of that collateral represents more than 50 percent of the commitment at loan approval. Loans in the commercial mortgage portfolio generally mature within three to five years. Criticized commercial mortgage loans in the Commercial Real Estate business line totaled $29$16 million and $73$29 million at December 31, 20212022 and 2020,2021, respectively. In other business lines, $219$151 million and $440$219 million of commercial mortgage loans were criticized at December 31, 2022 and 2021, and 2020, respectively. CommercialThere were no commercial mortgage loan net charge-offs werein 2022, compared to net charge-offs of $2 million in 2021, compared to net recoveries of $3 million in 2020.2021.
Automotive Lending - Dealer:
The following table presents a summary of dealer loans.
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December 31, 2021December 31, 2020December 31, 2022December 31, 2021
(dollar amounts in millions)(dollar amounts in millions)Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding
Percent of
Total Loans
(dollar amounts in millions)Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding
Percent of
Total Loans
Dealer:Dealer:Dealer:
Floor planFloor plan$681 $2,344 Floor plan$1,379 $681 
OtherOther3,481 3,348 Other3,988 3,481 
Total dealerTotal dealer$4,162 8.4 %$5,692 10.9 %Total dealer$5,367 10.1 %$4,162 8.4 %
Substantially all dealer loans are in the National Dealer Services business line and primarily include floor plan financing and other loans to automotive dealerships. Floor plan loans, included in commercial loans in the Consolidated Balance Sheets, totaled $1.4 billion at December 31, 2022, an increase of $698 million compared to $681 million at December 31, 2021, a decrease of $1.7 billion compared to $2.3 billion at December 31, 2020, due toalthough an imbalance in supply and demand impacted by a shortage in microchips used in automotive production.production continues to depress floor plan loan balances below pre-pandemic levels. At December 31, 20212022 and 2020,2021, other loans in the National Dealer Services business line totaled $3.5$4.0 billion and $3.3$3.5 billion, respectively, including $2.3 billion and $2.0 billion of owner-occupied commercial real estate mortgage loans, at both December 31, 2021 and 2020.respectively.
There were no nonaccrual dealer loans at both December 31, 2021,2022 and 2020.2021. Additionally, there were no net charge-offs of dealer loans in either of the years ended December 31, 20212022 and 2020.2021.
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Automotive Lending- Production:
The following table presents a summary of loans to borrowers involved with automotive production.
December 31, 2021December 31, 2020December 31, 2022December 31, 2021
Loans
Outstanding (a)
Percent of
Total Loans
Loans
Outstanding (a)
Percent of
Total Loans
Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding (a)
Percent of
Total Loans
(dollar amounts in millions)(dollar amounts in millions)(dollar amounts in millions)
Production:Production:Production:
DomesticDomestic$789 $791 Domestic$797 $789 
ForeignForeign323 302 Foreign271 323 
Total productionTotal production$1,112 2.3 %$1,093 2.1 %Total production$1,068 2.0 %$1,112 2.3 %
(a)Excludes PPP loans.
Loans to borrowers involved with automotive production, primarily Tier 1 and Tier 2 suppliers, totaled $1.1 billion at both December 31, 20212022 and 2020.2021. These borrowers have faced, and could face in the future, financial difficulties due to disruptions in auto production as well as their supply chains and logistics operations as a result of the COVID-19 pandemic.operations. As such, management continues to monitor this portfolio.
There were no$5 million in nonaccrual loans to borrowers involved with automotive production at December 31, 2021,2022, compared to $7 millionnone at December 31, 2020. Criticized automotive production loans were 15 percent of the automotive production portfolio at December 31, 2021, compared to 24 percent at December 31, 2020.2021. Automotive production loan net charge-offs totaled $7$2 million for the year ended December 31, 2021,2022, compared to $2$7 million for the same period in 2020.2021.
For further information regarding significant group concentrations of credit risk, refer to Note 5 to the consolidated financial statements.
Residential Real Estate Lending
At December 31, 2021,2022, residential real estate loans represented 7 percent of total loans. The following table summarizes the Corporation's residential mortgage and home equity loan portfolios by geographic market.




December 31, 2021December 31, 2020


December 31, 2022December 31, 2021
(dollar amounts in millions)(dollar amounts in millions)Residential
Mortgage 
Loans
Percent
of Total
Home
Equity 
Loans
% of
Total
Residential
Mortgage 
Loans
Percent
of Total
Home
Equity 
Loans
Percent
of Total
(dollar amounts in millions)Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Geographic market:Geographic market:Geographic market:
MichiganMichigan$434 24 %$484 32 %$428 23 %$540 34 %Michigan$497 27 %$487 27 %$434 24 %$484 32 %
CaliforniaCalifornia870 49 660 43 927 51 655 41 California866 48 852 48 870 49 660 43 
TexasTexas245 14 329 21 254 14 328 21 Texas258 14 354 20 245 14 329 21 
Other MarketsOther Markets222 13 60 4 221 12 65 Other Markets193 11 83 5 222 13 60 
TotalTotal$1,771 100 %$1,533 100 %$1,830 100 %$1,588 100 %Total$1,814 100 %$1,776 100 %$1,771 100 %$1,533 100 %
Residential real estate loans, which consist of traditional residential mortgages and home equity loans and lines of credit, totaled $3.3$3.6 billion at December 31, 2021.2022. The residential real estate portfolio is principally located within the Corporation's primary geographic markets. Substantially all residential real estate loans past due 90 days or more are placed on
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nonaccrual status, and substantially all junior lien home equity loans that are current or less than 90 days past due are placed on nonaccrual status if full collection of the senior position is in doubt. At no later than 180 days past due, such loans are charged off to current appraised values less costs to sell.
Residential mortgages totaled $1.8 billion at December 31, 2021,2022, and were primarily larger, variable-rate mortgages originated and retained for certain private banking relationship customers. Of the $1.8 billion of residential mortgage loans outstanding, $36$53 million were on nonaccrual status at December 31, 2021.2022. The home equity portfolio totaled $1.5$1.8 billion at December 31, 2021,2022, of which 9697 percent was outstanding under primarily variable-rate, interest-only home equity lines of credit, 32 percent were in amortizing status and 1 percent were closed-end home equity loans. Of the $1.5$1.8 billion of home equity loans outstanding, $12$15 million were on nonaccrual status at December 31, 2021.2022. A majority of the home equity portfolio was secured by junior liens at December 31, 2021.2022.
Energy Lending
The Corporation has a portfolio of Energy loans that are included entirely in commercial loans in the Consolidated Balance Sheets. Customers in the Corporation's Energy business line (approximately 120 relationships) are engaged in three segments of the oil and gas business: exploration and production (E&P), midstream and energy services. E&P generally includes such activities as searching for potential oil and gas fields, drilling exploratory wells and operating active wells. Commitments to E&P borrowers are generally subject to semi-annual borrowing base re-determinations based on a variety of factors including updated prices (reflecting market and competitive conditions), energy reserve levels and the impact of
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hedging. The midstream sector is generally involved in the transportation, storage and marketing of crude and/or refined oil and gas products. The Corporation's energy services customers provide products and services primarily to the E&P segment.
The following table summarizes information about the Corporation's Energy business line.
(dollar amounts in millions)(dollar amounts in millions)20212020(dollar amounts in millions)20222021
December 31December 31OutstandingsNonaccrualCriticized (a)OutstandingsNonaccrualCriticized (a)December 31OutstandingsNonaccrualCriticized (a)OutstandingsNonaccrualCriticized (a)
Exploration and production (E&P)Exploration and production (E&P)$971 80 %$14 $46 $1,295 81 %$114 $527 Exploration and production (E&P)$1,149 81 %$7 $7 $971 80 %$14 $46 
MidstreamMidstream212 18   261 16 — 56 Midstream253 18   212 18 — — 
ServicesServices21 2  12 44 — 13 Services13 1  5 21 — 12 
Total Energy business lineTotal Energy business line$1,204 100 %$14 $58 $1,600 100 %$114 $596 Total Energy business line$1,415 100 %$7 $12 $1,204 100 %$14 $58 
As a percentage of total Energy loansAs a percentage of total Energy loans1 %5 %%37 %As a percentage of total Energy loans1 %1 %%%
(a)Includes nonaccrual loans.
Loans in the Energy business line totaled $1.2$1.4 billion, or 23 percent of total loans, at December 31, 2021, a decrease2022, an increase of $396$211 million compared to December 31, 2020.2021. Total exposure, including unused commitments to extend credit and letters of credit, was $2.9$3.4 billion (a utilization rate of 3943 percent) and $3.1$2.9 billion at December 31, 20212022 and December 31, 2020,2021, respectively.
Net credit-related Energy charge-offs were $3 million for the year ended December 31, 2022, compared to net recoveries wereof $48 million for the year ended December 31, 2021, compared to net charge-offs of $125 million for the year ended December 31, 2020.2021. Nonaccrual Energy loans decreased $100by $7 million to $7 million at December 31, 2022, compared to $14 million at December 31, 2021, compared to $114 million at December 31, 2020.2021. Criticized loans decreased $538$46 million to $58$12 million, or 41 percent of total criticized loans, at December 31, 20212022 compared to December 31, 2020.2021.
Leveraged Loans
Certain loans in the Corporation's commercial portfolio are considered leveraged transactions. These loans are typically used for mergers, acquisitions, business recapitalizations, refinancing and equity buyouts. To help mitigate the risk associated with these loans, the Corporation focuses on middle market companies with highly capable management teams, strong sponsors and solid track records of financial performance. Industries prone to cyclical downturns and acquisitions with a high degree of integration risk are generally avoided. Other considerations include the sufficiency of collateral, the level of balance sheet leverage and the adequacy of financial covenants. During the underwriting process, cash flows are stress-tested to evaluate the borrowers' abilities to handle economic downturns and an increase in interest rates.
The FDIC defines higher-risk commercial and industrial (HR C&I) loans for assessment purposes as loans generally with leverage of four times total debt to earnings before interest, taxes and depreciation (EBITDA) as well as three times senior debt to EBITDA, excluding certain collateralized loans.
The following table summarizes information about HR C&I loans, which represented 6 percent and 5 percent of total loans at both December 31, 2022 and December 31, 2021, and December 31, 2020, respectively.
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(in millions)
December 31
(in millions)
December 31
20212020
(in millions)
December 31
20222021
OutstandingsOutstandings$2,927 $2,441 Outstandings$3,120 $2,927 
CriticizedCriticized299 418 Criticized393 299 
Net loan charge-offs recorded during the years ended December 31,Net loan charge-offs recorded during the years ended December 31,18 25 Net loan charge-offs recorded during the years ended December 31,20 18 

Other Sectors Most at Risk due to Economic Stress Resulting from COVID-19 Impacts
As the economy recovers, aided by additional stimulus packages and the rollout of the COVID vaccine, the Corporation has continued to monitor the lingering impacts of the pandemic on its customers. In addition to the energy, automotive production and leveraged loan portfolios, the Corporation considers the following sectors of its loan portfolio to be most vulnerable to financial risks from business disruptions caused by the pandemic spread mitigation efforts. For further discussion, see Item 1.A "Risk Factors" on page 13 of this report.
December 31, 2021
Sector based on NAICS category (dollar amounts in millions)
Loans (a)Percent of Total LoansPercent Criticized (b)Percent Nonaccrual (c)
Retail Commercial Real Estate (d)$790 1.6 %1.3 % %
Hotels651 1.4 3.7 1.5 
Retail Goods and Services290 0.6 6.6  
Arts/Recreation206 0.4 21.5 5.0 
All other impacted sectors (e)1,106 2.2 7.4 1.7 
Total$3,043 6.2 %5.9 %1.3 %
(a)Excludes PPP loans.
(b)Sector criticized loans as a percentage of sector total loans.
(c)Sector nonaccrual loans as a percentage of sector total loans.
(d)Loans in the retail commercial real estate sector are primarily included in the Corporation's commercial real estate portfolio.
(e)Includes airlines, restaurants and bars, childcare, coffee shops, cruise lines, education, gasoline and convenience stores, religious organizations, senior living, freight, as well as travel arrangements.
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Market and Liquidity Risk
Market risk represents the risk of loss due to adverse movement in prices, including interest rates, foreign exchange rates, commodity prices and equity prices. Liquidity risk represents the risk that the Corporation does not have sufficient access to funds to maintain its normal operations at all times, or does not have the ability to raise or borrow funds at a reasonable cost at all times.
The Asset and Liability Policy Committee (ALCO) of the Corporation establishes and monitors compliance with the policies and risk limits pertaining to market and liquidity risk management activities. ALCO meets regularly to discuss and review market and liquidity risk management strategies and consists of executive and senior management from various areas of the Corporation, including treasury, finance, economics, lending, deposit gathering and risk management. Corporate Treasury mitigates market and liquidity risk under the direction of ALCO through the actions it takes to manage the Corporation's market, liquidity and capital positions.
The Corporation performs monthly liquidity stress testing to evaluate its ability to meet funding needs in hypothetical stressed environments. Such environments cover a series of scenarios, including both idiosyncratic and market-wide in nature, which vary in terms of duration and severity. The evaluation as of December 31, 20212022 projected that sufficient sources of liquidity were available under each series of events.
In addition to assessing liquidity risk on a consolidated basis, Corporate Treasury also monitors the parent company's liquidity and has established liquidity coverage requirements for meeting expected obligations without the support of additional dividends from subsidiaries. ALCO's policy on liquidity risk management requires the parent company to maintain sufficient liquidity to meet expected cash obligations over a period of no less than 12 months. The Corporation had liquid assets of $1.11.8 billion on an unconsolidated basis at December 31, 2021.2022.
Corporate Treasury and the Enterprise Risk Division support ALCO in measuring, monitoring and managing interest rate risk as well as all other market risks. Key activities encompass: (i) providing information and analyses of the Corporation's balance sheet structure and measurement of interest rate and all other market risks; (ii) monitoring and reporting of the Corporation's positions relative to established policy limits and guidelines; (iii) developing and presenting analyses and strategies to adjust risk positions; (iv) reviewing and presenting policies and authorizations for approval; and (v) monitoring of industry trends and analytical tools to be used in the management of interest rate and all other market and liquidity risks.
Interest Rate Risk
Net interest income is the primary source of revenue for the Corporation. Interest rate risk arises in the normal course of business due to differences in the repricing and cash flow characteristics of assets and liabilities, primarily through the Corporation's core business activities of extending loans and acquiring deposits. The Corporation's balance sheet is predominantly characterized by floating-rate loans funded by core deposits. Including the impact of interest rate swaps converting floating-rate loans to fixed, the Corporation's loan composition at December 31, 20212022 was 6050 percent fixed-rate, 39 percent 30-day rate (primarily LIBOR)BSBY, LIBOR and SOFR), 226 percent fixed-rate, 13 percent prime,90-day and greater rate and 5 percent comprised of 60-and 90-day rates. Additionally, 30 percent of total loans had non-zero interest rate floors protecting against future rate declines.prime. The composition of the loan portfolio creates sensitivity to interest rate movements due to the imbalance between the faster repricing of the floating-rate loan portfolio versus deposit products. In addition, the growth and/or contraction in the Corporation's loans and deposits may lead to changes in sensitivity to interest rate movements in the absence of mitigating actions. Examples of such actions are purchasing fixed-rate investment securities, which provide liquidity to the balance sheet and act to mitigate the inherent interest rate sensitivity, as well as hedging with interest rate swaps and options. Other mitigating factors include interest rate floors on a portion of the loan portfolio.
The Corporation actively manages its exposure to interest rate risk with the principal objective of optimizing net interest income and the economic value of equity while operating within acceptable limits established for interest rate risk and maintaining adequate levels of funding and liquidity.
Since no single measurement system satisfies all management objectives, a combination of techniques is used to manage interest rate risk. These techniques examine the impact of interest rate risk on net interest income and the economic value of equity under a variety of alternative scenarios, including changes in the level, slope and shape of the yield curve utilizing multiple simulation analyses. Simulation analyses produce only estimates of net interest income as the assumptions used are inherently uncertain. Actual results may differ from simulated results due to many factors, including, but not limited to, the timing, magnitude and frequency of changes in interest rates, market conditions, regulatory impacts and management strategies.
Sensitivity of Net Interest Income to Changes in Interest Rates
The analysis of the impact of changes in interest rates on net interest income under various interest rate scenarios is management's principal risk management technique. Management models a base-case net interest income under an unchanged interest rate environment. Model assumptions in this base case at December 31, 2021 includedenvironment using a modest increase in loan balances, loan spreads held at current levels, a moderate decrease in deposit balancesstatic balance sheet and the securities portfolio held at existinggenerates sensitivity scenarios by changing certain model
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levels. Existing derivative instruments entered into for risk management purposes as of the balance sheet dates are included in the analysis, but no additional hedging is forecasted. At December 31, 2021, these derivative instruments comprise interest rate swaps that convert $2.7 billion of fixed-rate medium- and long-term debt to variable rates through fair value hedges and convert $5.1 billion of variable-rate loans to fixed rates through cash flow hedges. During the fourth quarter of 2021, $3.0 billion of forward starting cash flow hedges were added. Additionally, included in this analysis are $14.9 billion of loans that were subject to an average interest rate floor of 0.6 percent at December 31, 2021. This base-case net interest income is then compared against interest rate scenarios in which short-term rates rise or decline 100 basis points (with a floor of zero percent) in a linear, non-parallel fashion from the base case over 12 months, resulting in an average change of 50 basis points over the period while long-term rates increase or decrease to a lesser degree.
As of February 15, 2022, cash flow hedges to convert $1.8 billion of variable-rate loans to fixed rates were entered into during the first quarter of 2022 which had an average rate and duration of 1.84% and 5.5 years, respectively, and varying start dates through April 2022. The first quarter 2022 cash flow hedges are not included in the interest rate sensitivity model assumptions.
Each scenario includes assumptions such as loan growth, investment security prepayment levels, depositor behavior yield curve changes, loan and deposit pricing, and overall balance sheet mix and growth which are in line with historical patterns. However, in this low rate environment, depositors have maintained a higher level of liquidity and their historical behavior may be less indicative of future trends. Changes in actual economic activity may result in a materially different interest rate environment as well as a balance sheet structure that is different from the changes management included in its simulation analysis. Model assumptions in the sensitivity scenarios at December 31, 2022 included for the rising rate scenario, a modest increase in loan balances and a moderate decrease in deposit balances, and for the declining rate scenario, a modest decrease in loan balances and a moderate increase in deposit balances. In addition, both scenarios assumed loan spreads held at current levels, an incremental interest-bearing deposit beta of approximately 30%, no reinvestment of securities portfolio cash flows and no additions to interest rate swaps.
The average balance of the securities portfolio included in the analysis was $19.0 billion for the year ended December 31, 2022 with an average yield of 1.97% and effective duration of 5.3 years.
The table below details components of the cash flow hedge portfolio at December 31, 2022.
Cash Flow Hedges
(dollar amounts in millions)Notional AmountWeighted Average YieldYears to Maturity (a)
Swaps under contract at December 31, 2022 (b)$26,600 2.45 %4.6 
Weighted average notional active per period:
Full year 202212,092 2.16 4.0 
First quarter 202322,145 2.34 4.4 
Second quarter 202322,384 2.36 4.6 
Third quarter 202322,018 2.38 4.7 
Fourth quarter 202322,934 2.43 4.8 
First quarter 202423,652 2.47 4.9 
Second quarter 202423,532 2.49 5.0 
Third quarter 202423,484 2.51 5.0 
Fourth quarter 202423,633 2.54 5.1 
Full year 202522,973 2.57 5.1 
(a)Years to maturity calculated from a starting date of December 31, 2022.
(b)Includes forward starting swaps of $2.6 billion starting in 2023 and $2.0 billion starting in 2024. Excluding forward starting swaps, the weighted average yield was 2.35%.
The analysis also includes interest rate swaps that convert $3.2 billion of fixed-rate medium- and long-term debt to variable rates through fair value hedges. Additionally, included in this analysis are $14.7 billion of loans that were subject to an average interest rate floor of 52 basis points at December 31, 2022. This base-case net interest income is then compared against interest rate scenarios in which short-term rates rise or decline 100 basis points (with a floor of zero percent) in a linear, parallel fashion from the base case over 12 months, resulting in an average change of 50 basis points over the period.
The table below, as of December 31, 20212022 and 2020,2021, displays the estimated impact on net interest income during the next 12 months by relating the base case scenario results to those from the rising and declining rate scenarios described above.
Estimated Annual ChangeEstimated Annual Change
(dollar amounts in millions)(dollar amounts in millions)20212020(dollar amounts in millions)20222021
December 31December 31Amount%Amount%December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:
Rising 100 basis pointsRising 100 basis points$205 12 %Rising 100 basis points$161 %Rising 100 basis points$10  %Rising 100 basis points$205 12 %
Declining to zero percent(46)(3)Declining to zero percent(34)(2)
(50 basis points on average)(50 basis points on average)(50 basis points on average)
Declining 100 basis pointsDeclining 100 basis points(72)(2)Declining to zero percent(46)(3)
(50 basis points on average)(50 basis points on average)
SensitivityOverall sensitivity to interest rate movements declined from December 31, 2021 to December 31, 2022 resulting from an increase in fixed-rate loans (including the impact of interest rate swaps) from 22 percent of the loan portfolio at December 31, 2021 to 50 percent at December 31, 2022, as well as from a decrease in non-maturity deposits. The impact on a dollar basis to declining interest rates increased from December 31, 2020 to December 31, 2021primarily due to higher deposit volumes, partially offset by growthan increase in floating-rate loans with floors and the securities portfolio. There is limited remaining potentialfederal funds rate, allowing for downward movementa full 100 basis point repricing of the balance sheet in rates before hitting zero percent floors.the 2022 scenario, compared to 25 basis points in the 2021 scenario, as well as an increase in modeled base case net interest income. Sensitivity to rising interest rates increaseddecreased due to higherincreased cash flow hedges and non-maturity deposit volumes and forgiveness of fixed-rate PPP loans,runoff but was partially offset by growth inthe increased repricing potential of floating-rate loans with floors and the securities portfolio.as they moved above their contractual floor rates.
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Sensitivity of Economic Value of Equity to Changes in Interest Rates
In addition to the simulation analysis on net interest income, an economic value of equity analysis provides an alternative view of the interest rate risk position. The economic value of equity is the difference between the estimate of the economic value of the Corporation's financial assets, liabilities and off-balance sheet instruments, derived through discounting cash flows based on actual rates at the end of the period, and the estimated economic value after applying the estimated impact of rate movements. The Corporation primarily monitors the percentage change on the base-case economic value of equity. The economic value of equity analysis is based on an immediate parallel 100 basis point shock with a floor of zero percent.
The table below, as of December 31, 20212022 and December 31, 2020,2021, displays the estimated impact on the economic value of equity from the interest rate scenario described above.
(dollar amounts in millions)(dollar amounts in millions)20212020(dollar amounts in millions)20222021
December 31December 31Amount%Amount%December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:Change in Interest Rates:
Rising 100 basis pointsRising 100 basis points$1,353 9 %Rising 100 basis points$1,793 18 %Rising 100 basis points$(417)(3 %)Rising 100 basis points$1,353 %
Declining to zero percent(446)(3)Declining to zero percent(551)(6)
Declining 100 basis pointsDeclining 100 basis points627 4 Declining to zero percent(446)(3)
The sensitivity of the economic value of equity to rising rates decreasedchanged from December 31, 2020 toan increase as of December 31, 2021 primarilyto a reduction as of December 31, 2022 due to duration extensionadditional receive-fixed cash flow swaps, growth of fixed-rate securities and balance growth in the securities portfolio.deposit runoff. Sensitivity to declining rates also decreasednow increases economic value of equity due to the increase in the securities portfolio and is limited by the assumption of a zero percent rate floor.same factors.

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Loans by Maturity and Interest Rate Sensitivity
The contractual maturity distribution of the loan portfolio is presented below.

Loans MaturingLoans Maturing
(in millions)
December 31, 2021
Within One
Year (a)
After One
But Within
Five Years
After Five But Within Fifteen YearsAfter Fifteen YearsTotal
(in millions)
December 31, 2022
(in millions)
December 31, 2022
Within One
Year (a)
After One
But Within
Five Years
After Five But Within Fifteen YearsAfter Fifteen YearsTotal
Commercial loansCommercial loans$13,008 $15,084 $1,124$150 $29,366 Commercial loans$12,047 $17,357 $1,377$128 $30,909 
Real estate construction loansReal estate construction loans913 1,820 20213 2,948 Real estate construction loans745 2,133 2216 3,105 
Commercial mortgage loansCommercial mortgage loans2,493 5,395 3,32542 11,255 Commercial mortgage loans2,346 7,287 3,64627 13,306 
Lease financingLease financing50 540 50 640 Lease financing233 491 36 760 
International loansInternational loans593 550 65 1,208 International loans557 578 62 1,197 
Residential mortgage loansResidential mortgage loans4 2 2321,533 1,771 Residential mortgage loans4 6 2241,580 1,814 
Consumer loansConsumer loans529 152 1681,248 2,097 Consumer loans505 175 1251,506 2,311 
TotalTotal$17,590 $23,543 $5,166 $2,986 $49,285 Total$16,437 $28,027 $5,691 $3,247 $53,402 
(a)Includes demand loans, loans having no stated repayment schedule or maturity and overdrafts.
The interest rate composition of loans with a maturity date over one year are presented below based on contractual terms.
Loans Maturing After One YearLoans Maturing After One Year
(in millions)
December 31, 2021
Predetermined (Fixed) Interest RateFloating Interest RateTotal
(in millions)
December 31, 2022
(in millions)
December 31, 2022
Predetermined (Fixed) Interest RateFloating Interest RateTotal
Commercial loansCommercial loans$697 $15,661 $16,358 Commercial loans$485 $18,377 $18,862 
Real estate construction loansReal estate construction loans22 2,013 2,035 Real estate construction loans23 2,337 2,360 
Commercial mortgage loansCommercial mortgage loans1,182 7,580 8,762 Commercial mortgage loans1,376 9,584 10,960 
Lease financingLease financing459 131 590 Lease financing329 198 527 
International loansInternational loans41 574 615 International loans37 603 640 
Residential mortgage loansResidential mortgage loans398 1,369 1,767 Residential mortgage loans400 1,366 1,766 
Consumer loansConsumer loans47 1,521 1,568 Consumer loans32 1,774 1,806 
TotalTotal$2,846 $28,849 $31,695 Total$2,682 $34,239 $36,921 
Risk Management Derivative Instruments
The Corporation uses investment securities and derivative instruments as asset and liability management tools with the overall objective of managing the volatility of net interest income from changes in interest rates. These tools assist management in achieving the desired interest rate risk management objectives. Activity related to derivative instruments currently involves interest rate swaps effectively converting fixed-rate medium- and long-term debt to a floating rate as well as variable rate loans to a fixed rate.
(in millions)
Risk Management Notional Activity
Interest
Rate
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2020$7,875 $330 $8,205 
Additions1,000 7,141 8,141 
Maturities/amortizations(675)(7,029)(7,704)
Balance at December 31, 2020$8,200 $442 $8,642 
Additions (a)3,000 8,057 11,057 
Maturities/amortizations(500)(8,047)(8,547)
Balance at December 31, 2021$10,700 $452 $11,152 
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(in millions)
Risk Management Notional Activity
Interest
Rate
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2021$8,200 $442 $8,642 
Additions3,000 8,057 11,057 
Maturities/amortizations(500)(8,047)(8,547)
Balance at December 31, 2021$10,700 $452 $11,152 
Additions (a)20,850 8,638 29,488 
Maturities/amortizations(1,800)(8,698)(10,498)
Balance at December 31, 2022$29,750 $392 $30,142 
(a)$3.0Includes $4.6 billion of forward starting receive fixed interest rate swaps that will become effective on their contractual start dates in 20222023 and 2023.2024.
The notional amount of risk management interest rate swaps totaled $10.7$29.8 billion at December 31, 2021,2022, which included cash flow hedging strategies that convert $26.6 billion of variable-rate loans to a fixed rate as well as fair value hedging strategies that convert $2.7$3.2 billion of fixed-rate medium- and long-term debt to a floating rate as well as cash flow hedging strategies that convert $8.1 billion of variable-rate loans to a fixed rate. Risk management interest rate swaps generated no net interest income for the year ended December 31, 2022, compared to $163 million and $121 million of net interest income generated for the yearsyear ended December 31, 2021 and December 31, 2020, respectively.2021.
In addition to interest rate swaps, the Corporation employs various other types of derivative instruments as offsetting positions to mitigate exposures to foreign currency risks associated with specific assets and liabilities (e.g., customer loans or
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deposits denominated in foreign currencies). Such instruments may include foreign exchange spot and forward contracts as well as foreign exchange swap agreements.
Further information regarding risk management derivative instruments is provided in Note 8 to the consolidated financial statements.
Customer-Initiated and Other Derivative Instruments
(in millions)
Customer-Initiated and Other Notional Activity
(in millions)
Customer-Initiated and Other Notional Activity
Interest
Rate
Contracts
Energy
Derivative
Contracts
Foreign
Exchange
Contracts
Totals
(in millions)
Customer-Initiated and Other Notional Activity
Interest
Rate
Contracts
Energy
Derivative
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2020$17,827 $3,089 $1,013 $21,929 
Additions7,660 2,607 37,743 48,010 
Maturities/amortizations(2,465)(2,484)(36,855)(41,804)
Terminations(1,501)(91)— (1,592)
Balance at December 31, 2020$21,521 $3,121 $1,901 $26,543 
Balance at January 1, 2021Balance at January 1, 2021$21,521 $3,121 $1,901 $26,543 
AdditionsAdditions5,370 7,992 42,173 55,535 Additions5,370 7,992 42,173 55,535 
Maturities/amortizationsMaturities/amortizations(2,713)(2,790)(42,358)(47,861)Maturities/amortizations(2,713)(2,790)(42,358)(47,861)
TerminationsTerminations(3,178)(553) (3,731)Terminations(3,178)(553)— (3,731)
Balance at December 31, 2021Balance at December 31, 2021$21,000 $7,770 $1,716 $30,486 Balance at December 31, 2021$21,000 $7,770 $1,716 $30,486 
AdditionsAdditions7,593 14,145 42,017 63,755 
Maturities/amortizationsMaturities/amortizations(3,017)(6,002)(41,029)(50,048)
TerminationsTerminations(5,278)(1,392) (6,670)
Balance at December 31, 2022Balance at December 31, 2022$20,298 $14,521 $2,704 $37,523 
The Corporation sells and purchases interest rate caps and floors and enters into foreign exchange contracts, interest rate swaps and energy derivative contracts to accommodate the needs of customers requesting such services. Changes in the fair value of customer-initiated and other derivatives are recognized in earnings as they occur. To limit the market risk of these activities, the Corporation generally takes offsetting positions with dealers. The notional amounts of offsetting positions are included in the table above. Customer-initiated and other notional activity represented 7355 percent and 7573 percent of total interest rate, energy and foreign exchange contracts at December 31, 20212022 and 2020,2021, respectively.
Further information regarding customer-initiated and other derivative instruments is provided in Note 8 to the consolidated financial statements.
LIBOR Transition
On July 27, 2017, the United Kingdom’s Financial Conduct Authority (FCA), which regulates LIBOR, publicly announced that it intends to stop persuading or compelling banks to submit LIBOR rates after 2021. Effective March 2021, the FCA confirmed that certain LIBOR tenors will no longer be supported after December 31, 2021 and that the remaining tenors, including those most commonly used by the Corporation, will cease to be supported after June 30, 2023. The Corporation has substantial exposure to LIBOR-based products, including loans and derivatives, and is preparing for a transition from LIBOR toward alternative rates.
As of July 1, 2021, the Corporation was operationally ready to issue new Secured Overnight Financing Rate (SOFR)-based cash and derivative products. Additionally, as of September 30, 2021, the Corporation was operationally ready to issue new Bloomberg Short-Term Bank Yield Index (BSBY)-based cash and derivative products. The Corporation ceased originating LIBOR-based products in the fourth quarter of 2021 while communications and learning activitieshas since reduced total LIBOR exposure by approximately 50 percent to support customers$31.5 billion. Substantially all of the Corporation’s LIBOR exposure is
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comprised of loans, swaps and colleagues are ongoing. options. Of the remaining LIBOR-based products, 82 percent required no further remediation because the instruments mature prior to cessation or include fallback language.
As of December 31, 2021, the Corporation estimates that2022, there was approximately half$16.0 billion of its LIBOR-based commercial loans, compared to $40.3 billion at December 31, 2021. Of these, approximately 18 percent have maturity dates prior to the cessation, of LIBOR. Of the remaining loans with maturity dates beyond the46 percent mature after cessation date, the Corporation estimates that 40% incorporatebut have fallback language and the remaining 36 percent are in process of remediation. The Corporation is confident that it will achievecomplete its remediation efforts in a timely remediation of all other loans. manner.
In addition to remediation activity on LIBOR-based loans, the Corporation has enacted the International Swaps and Derivatives Association (ISDA) protocols relatedwhich relates to$15.5 billion of derivatives. Once events occur that trigger a fallback, the reference rate for the variable leg of the swap will fall back from LIBOR to the ISDA Fallback Rate, which is the daily SOFR plus a spread.
The Corporation's enterprise transition timelines are closely aligned with recommendations from the Alternative Reference Rates Committee for both best practices and recommended objectives. The Corporation will continue to align with industry and regulatory guidelines regarding the cessation of LIBOR as well as monitor market developments for transitioning to alternative reference rates. For a discussion of the various risks facing the Corporation in relation to the transition away from LIBOR, see the market risk discussion within “Item 1A. Risk Factors.”
Sources of Liquidity
The Corporation maintains a liquidity position that it believes will adequately satisfy its financial obligations while taking into account potential commitment draws and deposit run-off that may occur in the normal course of business. The majority of the Corporation's balance sheet is funded by customer deposits. Cash flows from loan repayments, increases in
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deposit accounts, activity in the securities portfolio and the purchased funds market serve as the Corporation's primary liquidity sources.
The Corporation satisfies incremental liquidity needs with either liquid assets or external funding sources. The Corporation had access to liquid assets of $20.0 billion and $35.3 billion at December 31, 2022 and December 31, 2021, respectively, which included cash on deposit with the Federal Reserve and the portion of the investment securities portfolio that the Corporation can sell without third-party consent.
In addition, the Corporation may access external funding sources when necessary, which include FHLB advances, federal funds, reverse repurchase agreements, brokered deposits and Corporation-issued bonds. The Corporation maintains a shelf registration statement with the Securities and Exchange Commission from which it may issue debt and equity securities. In April 2021, the Bank terminated a $15.0 billion note program, under which the Bank had the ability to issue up to $13.5 billion of debt at the time of termination. The termination of the program does not impact outstanding notes issued under the program or the Bank's ability to issue notes in the future.
Purchased funds decreasedincreased to $3.4 billion at December 31, 2022, compared to $50 million at December 31, 2021, compared to $66 million at December 31, 2020.reflecting an increase in short-term FHLB advances. At December 31, 2021,2022, the Bank had pledged loans totaling $21.2$24.5 billion which provided for up to $17.0$19.6 billion of available collateralized borrowing with the Federal Reserve Bank (FRB). The Bank is also a member of the FHLB of Dallas, Texas, which provides short- and long-term funding to its members through advances collateralized by real estate-related loans, certain government agency-backed securities and other eligible assets. Actual borrowing capacity is contingent on the amount of collateral pledged to the FHLB. At December 31, 2021, $18.32022, $9.5 billion of real estate-related loans were pledged to the FHLB as collateral for $3.2 billion in short-term advances and providing $10.2an additional $7.2 billion for potential future borrowings.
The ability of the Corporation and the Bank to raise funds at competitive rates is impacted by rating agencies' views of the credit quality, liquidity, capital, earnings and other relevant factors related to the Corporation and the Bank. As of December 31, 2021,2022, the three major rating agencies had assigned the following ratings to long-term senior unsecured obligations of the Corporation and the Bank. A security rating is not a recommendation to buy, sell, or hold securities and may be subject to revision or withdrawal at any time by the assigning rating agency. Each rating should be evaluated independently of any other rating.
Comerica IncorporatedComerica Bank
December 31, 20212022RatingOutlookRatingOutlook
Standard and Poor’sBBB+StableA-Stable
Moody’s Investors ServiceA3StableA3Stable
Fitch RatingsA-StableA-Stable
Potential Uses of Liquidity
Various financial obligations such as contractual obligations, unfunded commitments and deposit withdrawals may require future cash payments by the Corporation. Certain obligations are recognized on the Consolidated Balance Sheets, while others are off-balance sheet under U.S. generally accepted accounting principles.
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The following table summarizes the Corporation's material noncancelable contractual obligations and future required minimum payments. Refer to Notes 10, 11, 12, and 2625 to the consolidated financial statements for further information regarding these contractual obligations.
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Selected Contractual Obligations
Minimum Payments Due by PeriodMinimum Payments Due by Period
(in millions)
December 31, 2021
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
(in millions)
December 31, 2022
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Deposits without a stated maturity (a)Deposits without a stated maturity (a)$80,316 $80,316 Deposits without a stated maturity (a)$69,460 $69,460 
Certificates of deposit and other deposits with a stated maturity (a)Certificates of deposit and other deposits with a stated maturity (a)2,023 1,837 $135 $38 $13 Certificates of deposit and other deposits with a stated maturity (a)1,937 1,789 $112 $31 $5 
Short-term borrowings (a)Short-term borrowings (a)3,211 3,211    
Medium- and long-term debt (a)Medium- and long-term debt (a)2,650  1,350 750 550 Medium- and long-term debt (a)3,150 850 850 400 1,050 
Operating leasesOperating leases412 60 118 90 144 Operating leases480 63 132 100 185 
Total contractual obligationsTotal contractual obligations$85,401 $82,213 $1,603 $878 $707 Total contractual obligations$78,238 $75,373 $1,094 $531 $1,240 
Medium- and long-term debt (parent company only) (a) (b)Medium- and long-term debt (parent company only) (a) (b)$1,650 $ $850 $250 $550 Medium- and long-term debt (parent company only) (a) (b)$1,650 $850 $ $250 $550 
(a)Deposits and borrowings exclude accrued interest.
(b)Parent company only amounts are included in the medium- and long-term debt minimum payments above.
In addition to contractual obligations, other commercial commitments of the Corporation impact liquidity. These include unused commitments to extend credit, standby letters of credit and financial guarantees, and commercial letters of credit. The following table summarizes the Corporation's commercial commitments and expected expiration dates by period.
Commercial Commitments
Expected Expiration Dates by PeriodExpected Expiration Dates by Period
(in millions)
December 31, 2021
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
(in millions)
December 31, 2022
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Unused commitments to extend creditUnused commitments to extend credit$29,464 $7,887 $11,633 $6,594 $3,350 Unused commitments to extend credit$34,817 $6,295 $14,030 $10,713 $3,779 
Standby letters of credit and financial guaranteesStandby letters of credit and financial guarantees3,378 3,008 168 128 74 Standby letters of credit and financial guarantees3,712 3,347 73 230 62 
Commercial letters of creditCommercial letters of credit44 38 6   Commercial letters of credit39 39    
Total commercial commitmentsTotal commercial commitments$32,886 $10,933 $11,807 $6,722 $3,424 Total commercial commitments$38,568 $9,681 $14,103 $10,943 $3,841 
Since many of these commitments expire without being fully drawn, and each customer must continue to meet the conditions established in the contract, the total amount of these commercial commitments does not necessarily represent the future cash requirements of the Corporation. Refer to Note 8 to the consolidated financial statements for a further discussion of these commercial commitments.
Other Market Risks
Market risk related to the Corporation's trading instruments is not significant, as trading activities are limited. Certain components of the Corporation's noninterest income, primarily fiduciary income, are at risk to fluctuations in the market values of underlying assets, particularly equity and debt securities. Other components of noninterest income, primarily brokerage fees, are at risk to changes in the volume of market activity.
Operational Risk
Operational risk represents the risk of loss resulting from inadequate or failed internal processes and people, or from external events, excluding in most cases those driven by technology (see Technology Risk below). The Corporation's definition of operational risk includes fraud; employment practice and workplace safety; clients, products and business practice; business continuity or disaster recovery; execution, delivery, and process management; third party and model risks. The definition does not include strategic or reputational risks. Although operational losses are experienced by all companies and are routinely incurred in business operations, the Corporation recognizes the need to identify and control operational losses and seeks to limit losses to a level deemed appropriate by management, as outlined in the Corporation’s risk appetite statement. The appropriate risk level is determined through consideration of the nature of the Corporation's business and the environment in which it operates, in combination with the impact from, and the possible impact on, other risks faced by the Corporation. Operational risk is mitigated through a system of internal controls that are designed to keep operating risks at appropriate levels. The Operational Risk Management Committee monitors risk management techniques and systems. The Corporation has developed a framework that includes a centralized operational risk reporting function in the Enterprise Risk Division and business/support unit risk liaisons responsible for managing operational risk specific to the respective business lines.
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Technology Risk
Technology risk represents the risk of loss or adverse outcomes arising from the people, processes, applications and infrastructure that support the technology environment. The Corporation's definition of technology risk includes technology delivery risk, technology investment risk, cybersecurity risk, information security risk and information management risk. Technology risk is inclusive of the risks associated with the execution of technology processes and activities by third-party
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contractors and suppliers to the Corporation. Other risk types may materialize in the event of a technology risk event, such as the risk of a financial reporting error or regulatory non-compliance, and the impact of such risks are highly interdependent with operational risk.
The Technology Risk Management Committee, comprising senior and executive business unit managers, as well as managers responsible for technology, cybersecurity, information security and enterprise risk management, oversees technology risk. The Technology Risk Management Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Compliance Risk
Compliance risk represents the risk of sanctions or financial loss resulting from the Corporation's failure to comply with all applicable laws, regulations and standards of good banking practice. The impact of such risks is highly interdependent with strategic risk, as the reputational impact from compliance breaches can be severe. Activities which may expose the Corporation to compliance risk include, but are not limited to, those dealing with the prevention of money laundering, privacy and data protection, community reinvestment initiatives, fair lending, consumer protection, employment and tax matters, over-the-counter derivative activities and other regulated activities.
The Enterprise-Wide Compliance Committee, comprising senior and executive business unit managers, as well as managers responsible for compliance, audit and overall risk, oversees compliance risk. This enterprise-wide approach provides a consistent view of compliance across the organization. The Enterprise-Wide Compliance Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Strategic Risk
Strategic risk represents the risk of inadequate returns or possible losses due to impairment of reputation, failure to fully develop and execute business plans, failure to assess current and new opportunities in business, markets and products, failure to determine appropriate consideration for risks accepted, and any other event not identified in the defined risk categories of credit, market and liquidity, operational, technology or compliance risks. Mitigation of the various risk elements that represent strategic risk is achieved through numerous metrics and initiatives to help the Corporation better understand, measure and report on such risks. The Executive StrategicStrategy and Pricing Committee, comprised of senior managers, oversees strategic risk and ensures that strategic risk is mitigated to appropriateappropriate levels.
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CRITICAL ACCOUNTING ESTIMATES
The Corporation’s consolidated financial statements are prepared based on the application of accounting policies, the most significant of which are described in Note 1. These policies require numerous estimates and strategic or economic assumptions, which may prove inaccurate or subject to variations. Changes in underlying factors, assumptions or estimates could have a material impact on the Corporation’s future financial condition and results of operations. At December 31, 2021,2022, the most critical of these estimates related to the allowance for credit losses, fair value measurement, goodwill, pension plan accounting and income taxes. These estimates were reviewed with the Audit Committee of the Corporation’s Board of Directors and are discussed more fully below.
ALLOWANCE FOR CREDIT LOSSES
In accordance with CECL, the allowance for credit losses, which includes both the allowance for loan losses and the allowance for credit losses on lending-related commitments, is calculated with the objective of maintaining a reserve for current expected credit losses over the remaining contractual life of the portfolio. The Corporation uses loss factors, based on estimated probability of default for internal risk ratings and loss given default, to determine the allowance for credit losses for the majority of its portfolio. Management applies loss factors to pools of loans and lending-related commitments with similar risk characteristics, calibrates these factors using economic forecasts and incorporates qualitative adjustments. For further discussion of the methodology used in the determination of the allowance for credit losses, refer to Note 1 to the consolidated financial statements. For further discussion on the economic forecast incorporated into the 20212022 model, refer to the “Risk Management” section of this financial review.
Management's determination of the appropriateness of the allowance is based on periodic evaluations of the loan portfolio, lending-related commitments, current as well as forecasted economic factors and other relevant information. The calculation is inherently subjective and requires management to exercise significant judgment in developing assumptions for the estimate, the most significant of which are the loan risk rating process, development of economic forecasts and application of qualitative adjustments. Sensitivities are disclosed to demonstrate how changes in loan risk ratings and economic forecast scenarios may impact the allowance for credit losses. Sensitivities only consider changes to each specific assumption in isolation and their impact to the quantitative modeled results. They do not contemplate impacts to the qualitative framework.
Loan Risk Rating Process
Reserve factors are applied to pools of loans based on risk characteristics, including the Corporation's internal risk rating system; therefore, loss estimates are highly dependent on the accuracy of the risk rating assigned to each loan. The inherent imprecision in the risk rating system resulting from inaccuracy in assigning and/or entering risk ratings in the loan accounting system is monitored by the Corporation's asset quality review function. Changes to internal risk ratings, beyond the forecasted migration inherent in the credit models, would result in a different estimated allowance for credit losses. To illustrate, if 5 percent of the individual risk ratings were adjusted down by one rating across all pools, the allowance for loan losses as of December 31, 20212022 would change by approximately $3 million.
Forecasted Economic Variables
Management selects models through which historical reserve factor estimates are calibrated to economic forecasts over the reasonable and supportable forecast period based on the projected performance of specific economic variables that statistically correlate with the probability of default and loss given default pools. Loss estimates revert to historical loss experience for contractual lives beyond the forecast period. Management selects economic variables it believes to be most relevant based on the composition of the loan portfolio and customer base, including forecasted levels of employment, gross domestic product, corporate bond and treasury spreads, industrial production levels, consumer and commercial real estate price indices as well as housing statistics.
The allowance for credit losses is highly sensitive to the economic forecasts used to develop the estimate. Due to the high level of uncertainty regarding significant assumptions, such as the ultimate impact of the global pandemic, the Corporation evaluated a range of economic scenarios, including a more severe economic forecast scenario, with varying responses to current economic risks. The following table summarizes the more severe forecast scenario for the economic variables that are most impactful.


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Economic VariableMore Severe Forecast
Real GDP growthContracts through thirdfirst quarter 2022, followed by2024, peaking at a gradual improvementdecline of 6.6 percent annualized in second quarter 2023, subsequently improving to a 2 percent annual growth rate above 4 percent by the end of the forecast period.
Unemployment rateCurrent levels increaseIncreases to nearlyalmost 9 percent by firstfourth quarter 2023, gradually decreasing to 7 percent by the end of the forecast period.2024.
Corporate BBB bond to 10-year Treasury bond spreadsSpreads widen to above 3a peak of over 5.5 percent in the near term,before gradually normalizingnarrowing to below 22.5 percent by second quarter 2023.the end of the forecast period.
Oil PricesDecline below $33to $39 per barrel part-way through the forecast periodby mid-2024 before improving to $48$46 per barrel by fourth quarter 2023.2024.
Selecting a different forecast in the current environment could result in a significantly different estimated allowance for credit losses. To illustrate, absent model overlays and other qualitative adjustments that are part of the quarterly reserving process, if the Corporation selected the more severe scenario to inform its models, the allowance for credit losses as of December 31, 20212022 would increase by approximately $148$308 million. However, factoring in model overlays and qualitative adjustments could result in a materially different estimate under a more severe scenario.
Qualitative Adjustments and Model Overlays
The Corporation includes qualitative adjustments, as appropriate, intended to capture the impact of uncertainties not reflected in the quantitative estimate, including foresight risk, model imprecisions and input imprecisions. Qualitative adjustments for foresight risk reflect the inherent imprecision in economic forecasts and may be included based on management’s evaluation of different forecast scenarios, ranging from more benign to more severe, and known recent events impacting the Corporation’s portfolio. Model imprecision adjustments and model overlays may be included to mitigate known limitations in the quantitative models. Input imprecision includes adjustments for portfolios where recent historical losses exceed expected losses or known recent events are expected to alter risk ratings once evidence is acquired, as well as a qualitative assessment of the lending environment, including underwriting standards, current economic and political conditions, and other factors affecting credit quality. Qualitative reserves at December 31, 20212022 primarily included adjustments for uncertainties related to forecasted economic variables.
Other Considerations
To the extent actual outcomes differ from management estimates, additional provision for credit losses may be required that would adversely impact earnings in future periods. The allowance is assigned to business segments, and any earnings impact resulting from actual outcomes differing from management estimates would primarily affect the Commercial Bank segment.
FAIR VALUE MEASUREMENT
Investment securities available-for-sale, derivatives and deferred compensation plan assets and associated liabilities are recorded at fair value on a recurring basis. Additionally, from time to time, other assets and liabilities may be recorded at fair value on a nonrecurring basis, such as impaired loans that have been measured based on the fair value of the underlying collateral, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. Nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value is an estimate of the exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date and is based on the assumptions market participants would use when pricing an asset or liability. Fair value measurement and disclosure guidance establishes a three-level hierarchy for disclosure of assets and liabilities recorded at fair value. Notes 1 and 2 to the consolidated financial statements include information about the fair value hierarchy, the extent to which fair value is used to measure assets and liabilities, as well as the valuation methodologies and key inputs used.
At December 31, 2021,2022, assets and liabilities measured using observable inputs that are classified as Level 1 or Level 2 represented 99close to 100 percent and 99 percent of total assets and liabilities recorded at fair value, respectively. Valuations generated from model-based techniques that use at least one significant assumption not observable in the market are considered Level 3 and reflect estimates of assumptions market participants would use in pricing the asset or liability. The valuation of Level 3 assets and liabilities are considered critical accounting estimates.
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GOODWILL
Goodwill is initially recorded as the excess of the purchase price over the fair value of net assets acquired in a business combination and is subsequently evaluated at least annually for impairment. Goodwill impairment testing is performed at the reporting unit level, equivalent to a business segment or one level below. The Corporation has three reporting units: the Commercial Bank, the Retail Bank and Wealth Management. At December 31, 2021, goodwill totaled $635 million, including $473 million allocated to the Commercial Bank, $101 million allocated to the Retail Bank and $61 million allocated to Wealth Management.
The Corporation performs its annual evaluation of goodwill impairment in the third quarter of each year and may elect to perform a quantitative impairment analysis or first conduct a qualitative analysis to determine if a quantitative analysis is necessary. Additionally, the Corporation evaluates goodwill impairment on an interim basis if events or changes in circumstances between annual tests indicate additional testing may be warranted to determine if goodwill might be impaired.
The annual goodwill impairment test was performed as of the beginning of third quarter 2021. The Corporation assessed qualitative factors to determine whether it was more likely than not that the fair value of any reporting unit was less than its carrying amount, including goodwill. Qualitative factors included economic conditions, industry and market considerations, cost factors, overall financial performance, regulatory developments and performance of the Corporation’s stock, among other events and circumstances. At the conclusion of the qualitative assessment in third quarter 2021, the Corporation determined that it was more likely than not that the fair value of each reporting unit exceeded its carrying value.
Analyzing goodwill includes consideration of various factors that continue to rapidly evolve and for which significant uncertainty remains, including the impact of the coronavirus global pandemic to the economy. Further weakening in the economic environment, such as continued decline in the performance of the reporting units or other factors, could cause the fair value of one or more of the reporting units to fall below their carrying value, resulting in a goodwill impairment charge. Additionally, new legislative or regulatory changes not anticipated in management's expectations may cause the fair value of one or more of the reporting units to fall below the carrying value, resulting in a goodwill impairment charge. Any impairment charge would not affect the Corporation's regulatory capital ratios, tangible common equity ratio or liquidity position.
PENSION PLAN ACCOUNTING
The Corporation has a qualified and a non-qualified defined benefit pension plan. Effective January 1, 2017, benefits are calculated using a cash balance formula based on years of service, age, compensation and an interest credit based on the 30-year Treasury rate. Participants under age 60 as of December 31, 2016 are eligible to receive a frozen final average pay benefit in addition to amounts earned under the cash balance formula. Participants age 60 or older as of December 31, 2016 continue to be eligible for a final average pay benefit. The Corporation makes assumptions concerning future events that will determine the amount and timing of required benefit payments, funding requirements and defined benefit pension expense. The major assumptions are the discount rate used in determining the current benefit obligation, the long-term rate of return expected on plan assets, mix of assets within the portfolio and the projected mortality rate.
The discount rate is determined by matching the expected cash flows of the pension plans to a portfolio of high quality corporate bonds as of the measurement date, December 31. The long-term rate of return expected on plan assets is set after considering both long-term returns in the general market and long-term returns experienced by the assets in the plan. The current target asset allocation model for the plans is provided in Note 17 to the consolidated financial statements. The expected returns on these various asset categories are blended to derive one long-term return assumption. The assets are primarily invested in certain collective investment funds, common stocks, U.S. Treasury and other U.S. government agency securities, as well as corporate and municipal bonds and notes. Mortality rate assumptions are based on mortality tables published by third-parties such as the Society of Actuaries, considering other available information including historical data as well as studies and publications from reputable sources.
The Corporation reviews its pension plan assumptions on an annual basis with its actuarial consultants to determine if the assumptions are reasonable and adjusts the assumptions to reflect changes in future expectations. The major assumptions used to calculate 20222023 and 20212022 defined benefit plan pension expense (benefit) were as follows:
2022 2021 2023 2022 
Discount rateDiscount rate2.96 %2.71 %Discount rate5.60 %2.96 %
Long-term rate of return on plan assetsLong-term rate of return on plan assets6.50 %6.50 %Long-term rate of return on plan assets6.50 %6.50 %
Mortality table:Mortality table:Mortality table:
Base table (a)Base table (a)Pri-2012Base table (a)Pri-2012
Mortality improvement scale (a)Mortality improvement scale (a)MP-2020Mortality improvement scale (a)MP-2020
(a)Issued by the Society of Actuaries
Defined benefit plan benefit is expected to increase $8decrease $64 million to approximately $87$25 million in 2022,2023, compared to a benefit of $79$89 million in 2021.2022. This includes service cost expense of $40$34 million and a benefit from other components of $127
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$59 million. Service costs are included in salaries and benefits expense, while the benefit from other components are included in other noninterest expenses on the Consolidated Statements of Income.
The Corporation’s pension plan is most sensitive to changes in discount rate and long-term rate of return. A change to the discount rate implies a corresponding change in interest rates that affect the value of the plan’s fixed income assets. An increase of 25 basis points to the discount rate, including the effect of higher interest rates on the plan’s fixed income assets, would result in a net increase to pension expense of $11 million, while a decrease of 25 basis points would reduce pension expense by $11 million. Increasing the long-term rate of return by 25 basis points would reduce pension expense by $8$6 million, while a decrease of 25 basis points would increase pension expense by $8$6 million.
Due to the long-term nature of pension plan assumptions, actual results may differ significantly from the actuarial-based estimates. Differences resulting in actuarial gains or losses are required to be recorded in shareholders' equity as part of accumulated other comprehensive loss and amortized to defined benefit pension expense in future years. Refer to Note 17 to the consolidated financial statements for further information.
INCOME TAXES
The provision for income taxes is the sum of income taxes due for the current year and deferred taxes. Deferred taxes arise from temporary differences between the income tax basis and financial accounting basis of assets and liabilities. Accrued taxes represent the net estimated amount due to or to be received from taxing jurisdictions, currently or in the future, and are included in accrued income and other assets or accrued expenses and other liabilities on the Consolidated Balance Sheets.
Included in net deferred taxes are deferred tax assets. Deferred tax assets are evaluated for realization based on available evidence of projected future reversals of existing taxable temporary differences, assumptions made regarding future events and, when applicable, state loss carryback capacity. A valuation allowance is provided when it is more-likely-than-not that some portion of the deferred tax asset will not be realized. Determining whether deferred tax assets are realizable is subjective and requires the use of significant judgment.
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The Corporation assesses the relative risks and merits of tax positions for various transactions after considering statutes, regulations, judicial precedent and other available information and maintains tax accruals consistent with these assessments. This assessment is complex and requires judgment. The Corporation is subject to audit by taxing authorities that could question and/or challenge the tax positions taken by the Corporation. Changes in the estimate of accrued taxes occur due to changes in tax law, interpretations of existing tax laws, new judicial or regulatory guidance, and the status of examinations conducted by taxing authorities that impact the relative risks and merits of tax positions taken by the Corporation. These changes, when they occur, impact the estimate of accrued taxes and could be significant to the operating results of the Corporation. For further information on tax accruals and related risks, see Note 18 to the consolidated financial statements.

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SUPPLEMENTAL FINANCIAL DATA
The Corporation believes non-GAAP measures are meaningful because they reflect adjustments commonly made by management, investors, regulators and analysts to evaluate the adequacy of common equity and our performance trends.
Pre-tax, pre-provision net revenue (PPNR) is a measure that the Corporation uses to understand fundamental operating performance before credit-related and tax expenses.
Tangible common equity is used by the Corporation to measure the quality of capital and the return relative to balance sheet risk.
Common equity tier 1 capital ratio removes preferred stock from the Tier 1 capital ratio as defined by and calculated in conformity with bank regulations. The tangible common equity ratio removes the effect of intangible assets from capital and total assets. Tangible common equity per share of common stock removes the effect of intangible assets from common shareholders' equity per share of common stock. The Corporation believes that the presentation of tangible common equity adjusted for the impact of accumulated other comprehensive loss provides a greater understanding of ongoing operations and enhances comparability with prior periods.

The following table provides a reconciliation of non-GAAP financial measures and regulatory ratios used in this financial review with financial measures defined by GAAP.
(dollar amounts in millions)
December 3120212020
Common Equity Tier 1 Capital (a):
Tier 1 capital$7,458 $7,313 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common equity tier 1 capital$7,064 $6,919 
Risk-weighted assets$69,708 $66,931 
Tier 1 capital ratio10.70 %10.93 %
Common equity tier 1 capital ratio10.13 10.34 
Tangible Common Equity Ratio:
Total shareholders' equity$7,897 $8,050 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common shareholders' equity$7,503 $7,656 
Less:
Goodwill635 635 
Other intangible assets (b)11 
Tangible common equity$6,857 $7,020 
Total assets$94,616 $88,129 
Less:
Goodwill635 635 
Other intangible assets (b)11 
Tangible assets$93,970 $87,493 
Common equity ratio7.93 %8.69 %
Tangible common equity ratio7.30 8.02 %
Tangible Common Equity per Share of Common Stock:
Common shareholders' equity$7,503 $7,656 
Tangible common equity6,857 7,020 
Shares of common stock outstanding (in millions)131 139 
Common shareholders' equity per share of common stock$57.41 $55.01 
Tangible common equity per share of common stock52.46 50.43 
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(a) Ratios reflect deferral of CECL model impact as calculated per regulatory guidance. The deferred amount was zero and $72 million at December 31, 2021 and 2020, respectively.
(b) In first quarter 2021, the Corporation acquired an intangible asset of $13 million to be amortized over a period of 10 years.
(dollar amounts in millions)
December 3120222021
Pre-tax, Pre-provision Net Revenue (PPNR):
Net income$1,151 $1,168 
Add:
Provision for income taxes325 322 
Provision for credit losses60 (384)
PPNR$1,536 $1,106 
Common Equity Tier 1 Capital:
Tier 1 capital$8,278 $7,458 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common equity tier 1 capital$7,884 $7,064 
Risk-weighted assets$78,871 $69,708 
Tier 1 capital ratio10.50 %10.70 %
Common equity tier 1 capital ratio10.00 10.13 
Tangible Common Equity Ratio:
Total shareholders' equity$5,181 $7,897 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common shareholders' equity$4,787 $7,503 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible common equity$4,143 $6,857 
Total assets$85,406 $94,616 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible assets$84,762 $93,970 
Common equity ratio5.60 %7.93 %
Tangible common equity ratio4.89 7.30 
Tangible Common Equity per Share of Common Stock:
Common shareholders' equity$4,787 $7,503 
Tangible common equity4,143 6,857 
Shares of common stock outstanding (in millions)131 131 
Common shareholders' equity per share of common stock$36.55 $57.41 
Tangible common equity per share of common stock31.62 52.46 
Impact of Accumulated Other Comprehensive Loss to Tangible Common Equity:
Accumulated other comprehensive loss (AOCI)(3,742)(212)
Tangible common equity, excluding AOCI7,885 7,069 
Tangible common equity ratio, excluding AOCI9.30 %7.52 %
Tangible common equity per share of common stock, excluding AOCI$60.19 54.08
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FORWARD-LOOKING STATEMENTS
This report includes forward-looking statements as defined in the Private Securities Litigation Reform Act of 1995. In addition, the Corporation may make other written and oral communications from time to time that contain such statements. All statements regarding the Corporation's expected financial position, strategies and growth prospects as well as general economic conditions expected to exist in the future are forward-looking statements. The words, “anticipates,” “believes,” "contemplates," “feels,” “expects,” “estimates,” “seeks,” “strives,” “plans,” “intends,” “outlook,” “forecast,” “position,” “target,” “mission,” “assume,” “achievable,” “potential,” “strategy,” “goal,” “aspiration,” “opportunity,” “initiative,” “outcome,” “continue,” “remain,” “maintain,” "on track," “trend,” “objective,” “looks forward,” "projects," "models" and variations of such words and similar expressions, or future or conditional verbs such as “will,” “would,” “should,” “could,” “might,” “can,” “may” or similar expressions, as they relate to the Corporation or its management, are intended to identify forward-looking statements. The Corporation cautions that forward-looking statements are subject to numerous assumptions, risks and uncertainties, which change over time. Forward-looking statements speak only as of the date the statement is made, and the Corporation does not undertake to update forward-looking statements to reflect facts, circumstances, assumptions or events that occur after the date the forward-looking statements are made. Actual results could differ materially from those anticipated in forward-looking statements and future results could differ materially from historical performance.
In addition to factors mentioned elsewhere in this report or previously disclosed in the Corporation's SEC reports (accessible on the SEC's website at www.sec.gov or on the Corporation's website at www.comerica.com), actual results could differ materially from forward-looking statements and future results could differ materially from historical performance due to a variety of reasons, including but not limited to, the following factors:
changes in customer behavior may adversely impact the Corporation's business, financial condition and results of operations;
unfavorable developments concerning credit quality could adversely affect the Corporation's financial results;
declines in the businesses or industries of the Corporation's customers could cause increased credit losses or decreased loan balances, which could adversely affect the Corporation;
changes in customer behavior may adversely impact the Corporation's business, financial condition and results of operations;
governmental monetary and fiscal policies may adversely affect the financial services industry, and therefore impact the Corporation's financial condition and results of operations;
fluctuations in interest rates and their impact on deposit pricing could adversely affect the Corporation's net interest income and balance sheet;
developments impacting LIBOR and other interest rate benchmarks could adversely affect the Corporation;
the Corporation must maintain adequate sources of funding and liquidity to meet regulatory expectations, support its operations and fund outstanding liabilities;
reduction in the Corporation's credit ratings could adversely affect the Corporation and/or the holders of its securities;
the soundness of other financial institutions could adversely affect the Corporation;
security risks, including denial of service attacks, hacking, social engineering attacks targeting the Corporation’s colleagues and customers, malware intrusion or data corruption attempts, and identity theft, could result in the disclosure of confidential information;
cybersecurity and data privacy are areas of heightened legislative and regulatory focus;
the Corporation’s operational or security systems or infrastructure, or those of third parties, could fail or be breached;
the Corporation relies on other companies to provide certain key components of its delivery systems, and certain failures could materially adversely affect operations;
legal and regulatory proceedings and related financial services industry matters, including those directly involving the Corporation and its subsidiaries, could adversely affect the Corporation or the financial services industry in general;
the Corporation may incur losses due to fraud;
controls and procedures may fail to prevent or detect all errors or acts of fraud;
changes in regulation or oversight, or changes in Comerica’s status with respect to existing regulations or oversight, may have a material adverse impact on the Corporation's operations;
compliance with more stringent capital requirements may adversely affect the Corporation;
the impacts of future legislative, administrative or judicial changes or interpretations to tax regulations are unknown;
damage to the Corporation’s reputation could damage its businesses;
the Corporation may not be able to utilize technology to develop, market and deliver new products and services to its customers;
competitive product and pricing pressures within the Corporation's markets may change;
the introduction, implementation, withdrawal, success and timing of business initiatives and strategies may be less successful or may be different than anticipated, which could adversely affect the Corporation's business;
management's ability to maintain and expand customer relationships may differ from expectations;
management's ability to retain key officers and employees may change;
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any future strategic acquisitions or divestitures may present certain risks to the Corporation's business and operations;
impacts from the COVID-19 global pandemic;
general political, economic or industry conditions, either domestically or internationally, may be less favorable than expected;
inflation could negatively impact the Corporation's business, profitability and stock price;
methods of reducing risk exposures might not be effective;
catastrophic events, including pandemics, may adversely affect the general economy, financial and capital markets, specific industries, and the Corporation;
climate change manifesting as physical or transition risks could adversely affect the Corporation's operations, businesses and customers;
changes in accounting standards could materially impact the Corporation's financial statements;
the Corporation's accounting policies and processes are critical to the reporting of financial condition and results of operations and require management to make estimates about matters that are uncertain; and
the Corporation's stock price can be volatile.
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CONSOLIDATED BALANCE SHEETS
Comerica Incorporated and Subsidiaries
(in millions, except share data)(in millions, except share data)(in millions, except share data)
December 31December 3120212020December 3120222021
(recast)
ASSETSASSETSASSETS
Cash and due from banksCash and due from banks$1,236 $1,031 Cash and due from banks$1,758 $1,236 
Interest-bearing deposits with banksInterest-bearing deposits with banks21,443 14,736 Interest-bearing deposits with banks4,524 21,443 
Other short-term investmentsOther short-term investments197 172 Other short-term investments157 197 
Investment securities available-for-saleInvestment securities available-for-sale16,986 15,028 Investment securities available-for-sale19,012 16,986 
Commercial loansCommercial loans29,366 32,753 Commercial loans30,909 29,366 
Real estate construction loansReal estate construction loans2,948 4,082 Real estate construction loans3,105 2,948 
Commercial mortgage loansCommercial mortgage loans11,255 9,912 Commercial mortgage loans13,306 11,255 
Lease financingLease financing640 594 Lease financing760 640 
International loansInternational loans1,208 926 International loans1,197 1,208 
Residential mortgage loansResidential mortgage loans1,771 1,830 Residential mortgage loans1,814 1,771 
Consumer loansConsumer loans2,097 2,194 Consumer loans2,311 2,097 
Total loansTotal loans49,285 52,291 Total loans53,402 49,285 
Allowance for loan lossesAllowance for loan losses(588)(948)Allowance for loan losses(610)(588)
Net loansNet loans48,697 51,343 Net loans52,792 48,697 
Premises and equipmentPremises and equipment454 459 Premises and equipment400 454 
Accrued income and other assetsAccrued income and other assets5,603 5,360 Accrued income and other assets6,763 5,603 
Total assetsTotal assets$94,616 $88,129 Total assets$85,406 $94,616 
LIABILITIES AND SHAREHOLDERS’ EQUITYLIABILITIES AND SHAREHOLDERS’ EQUITYLIABILITIES AND SHAREHOLDERS’ EQUITY
Noninterest-bearing depositsNoninterest-bearing deposits$45,800 $39,420 Noninterest-bearing deposits$39,945 $45,800 
Money market and interest-bearing checking depositsMoney market and interest-bearing checking deposits31,349 28,540 Money market and interest-bearing checking deposits26,290 31,349 
Savings depositsSavings deposits3,167 2,710 Savings deposits3,225 3,167 
Customer certificates of depositCustomer certificates of deposit1,973 2,133 Customer certificates of deposit1,762 1,973 
Other time depositsOther time deposits124 — 
Foreign office time depositsForeign office time deposits50 66 Foreign office time deposits51 50 
Total interest-bearing depositsTotal interest-bearing deposits36,539 33,449 Total interest-bearing deposits31,452 36,539 
Total depositsTotal deposits82,339 72,869 Total deposits71,397 82,339 
Short-term borrowingsShort-term borrowings3,211 — 
Accrued expenses and other liabilitiesAccrued expenses and other liabilities1,584 1,482 Accrued expenses and other liabilities2,593 1,584 
Medium- and long-term debtMedium- and long-term debt2,796 5,728 Medium- and long-term debt3,024 2,796 
Total liabilitiesTotal liabilities86,719 80,079 Total liabilities80,225 86,719 
Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:
Authorized - 4,000 sharesAuthorized - 4,000 sharesAuthorized - 4,000 shares
Issued - 4,000 sharesIssued - 4,000 shares394 394 Issued - 4,000 shares394 394 
Common stock - $5 par value:Common stock - $5 par value:Common stock - $5 par value:
Authorized - 325,000,000 sharesAuthorized - 325,000,000 sharesAuthorized - 325,000,000 shares
Issued - 228,164,824 sharesIssued - 228,164,824 shares1,141 1,141 Issued - 228,164,824 shares1,141 1,141 
Capital surplusCapital surplus2,175 2,185 Capital surplus2,220 2,175 
Accumulated other comprehensive (loss) income(212)64 
Accumulated other comprehensive lossAccumulated other comprehensive loss(3,742)(212)
Retained earningsRetained earnings10,494 9,727 Retained earnings11,258 10,494 
Less cost of common stock in treasury - 97,476,872 shares at 12/31/2021 and 88,997,430 shares at 12/31/2020(6,095)(5,461)
Less cost of common stock in treasury - 97,197,962 shares at 12/31/2022 and 97,476,872 shares at 12/31/2021Less cost of common stock in treasury - 97,197,962 shares at 12/31/2022 and 97,476,872 shares at 12/31/2021(6,090)(6,095)
Total shareholders’ equityTotal shareholders’ equity7,897 8,050 Total shareholders’ equity5,181 7,897 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$94,616 $88,129 Total liabilities and shareholders’ equity$85,406 $94,616 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF INCOME
Comerica Incorporated and Subsidiaries
(in millions, except per share data)(in millions, except per share data)(in millions, except per share data)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
(recast)(recast)
INTEREST INCOMEINTEREST INCOMEINTEREST INCOME
Interest and fees on loansInterest and fees on loans$1,594 $1,773 $2,439 Interest and fees on loans$2,153 $1,594 $1,773 
Interest on investment securitiesInterest on investment securities280 291 297 Interest on investment securities414 280 291 
Interest on short-term investmentsInterest on short-term investments27 29 71 Interest on short-term investments105 27 29 
Total interest incomeTotal interest income1,901 2,093 2,807 Total interest income2,672 1,901 2,093 
INTEREST EXPENSEINTEREST EXPENSEINTEREST EXPENSE
Interest on depositsInterest on deposits22 101 262 Interest on deposits102 22 101 
Interest on short-term borrowingsInterest on short-term borrowings Interest on short-term borrowings17 — 
Interest on medium- and long-term debtInterest on medium- and long-term debt35 80 197 Interest on medium- and long-term debt87 35 80 
Total interest expenseTotal interest expense57 182 468 Total interest expense206 57 182 
Net interest incomeNet interest income1,844 1,911 2,339 Net interest income2,466 1,844 1,911 
Provision for credit lossesProvision for credit losses(384)537 74 Provision for credit losses60 (384)537 
Net interest income after provision for credit lossesNet interest income after provision for credit losses2,228 1,374 2,265 Net interest income after provision for credit losses2,406 2,228 1,374 
NONINTEREST INCOMENONINTEREST INCOMENONINTEREST INCOME
Card feesCard fees298 270 257 Card fees273 298 270 
Fiduciary incomeFiduciary income231 209 206 Fiduciary income233 231 209 
Service charges on deposit accountsService charges on deposit accounts195 185 203 Service charges on deposit accounts195 195 185 
Commercial lending feesCommercial lending fees104 77 91 Commercial lending fees109 104 77 
Derivative incomeDerivative income99 67 76 Derivative income109 99 67 
Bank-owned life insuranceBank-owned life insurance43 44 41 Bank-owned life insurance47 43 44 
Letter of credit feesLetter of credit fees40 37 38 Letter of credit fees38 40 37 
Brokerage feesBrokerage fees14 21 28 Brokerage fees21 14 21 
Net securities losses — (7)
Other noninterest incomeOther noninterest income99 91 77 Other noninterest income43 99 91 
Total noninterest incomeTotal noninterest income1,123 1,001 1,010 Total noninterest income1,068 1,123 1,001 
NONINTEREST EXPENSESNONINTEREST EXPENSESNONINTEREST EXPENSES
Salaries and benefits expenseSalaries and benefits expense1,133 1,019 1,020 Salaries and benefits expense1,208 1,133 1,019 
Outside processing fee expenseOutside processing fee expense266 242 264 Outside processing fee expense251 266 242 
Occupancy expenseOccupancy expense161 156 154 Occupancy expense175 161 156 
Software expenseSoftware expense155 154 117 Software expense161 155 154 
Equipment expenseEquipment expense50 49 50 Equipment expense50 50 49 
Advertising expenseAdvertising expense35 35 34 Advertising expense38 35 35 
FDIC insurance expenseFDIC insurance expense22 33 23 FDIC insurance expense31 22 33 
Other noninterest expensesOther noninterest expenses39 66 75 Other noninterest expenses84 39 66 
Total noninterest expensesTotal noninterest expenses1,861 1,754 1,737 Total noninterest expenses1,998 1,861 1,754 
Income before income taxesIncome before income taxes1,490 621 1,538 Income before income taxes1,476 1,490 621 
Provision for income taxesProvision for income taxes322 124 336 Provision for income taxes325 322 124 
NET INCOMENET INCOME1,168 497 1,202 NET INCOME1,151 1,168 497 
Less:Less:Less:
Income allocated to participating securitiesIncome allocated to participating securities5 Income allocated to participating securities6 
Preferred stock dividendsPreferred stock dividends23 13 — Preferred stock dividends23 23 13 
Net income attributable to common sharesNet income attributable to common shares$1,140 $482 $1,195 Net income attributable to common shares$1,122 $1,140 $482 
Earnings per common share:Earnings per common share:Earnings per common share:
BasicBasic$8.45 $3.45 $7.98 Basic$8.56 $8.45 $3.45 
DilutedDiluted8.35 3.43 7.90 Diluted8.47 8.35 3.43 
Cash dividends declared on common stockCash dividends declared on common stock365 378 398 Cash dividends declared on common stock356 365 378 
Cash dividends declared per common shareCash dividends declared per common share2.72 2.72 2.68 Cash dividends declared per common share2.72 2.72 2.72 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
Comerica Incorporated and Subsidiaries
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
(recast)(recast)
NET INCOMENET INCOME$1,168 $497 $1,202 NET INCOME$1,151 $1,168 $497 
OTHER COMPREHENSIVE (LOSS) INCOMEOTHER COMPREHENSIVE (LOSS) INCOMEOTHER COMPREHENSIVE (LOSS) INCOME
Unrealized (losses) gains on investment securities:Unrealized (losses) gains on investment securities:Unrealized (losses) gains on investment securities:
Net unrealized holding (losses) gains arising during the periodNet unrealized holding (losses) gains arising during the period(406)191 257 Net unrealized holding (losses) gains arising during the period(2,903)(406)191 
Less: Reclassification adjustment for net securities losses included in net income— — (8)
Change in net unrealized (losses) gains before income taxesChange in net unrealized (losses) gains before income taxes(406)191 265 Change in net unrealized (losses) gains before income taxes(2,903)(406)191 
Net (losses) gains on cash flow hedges:Net (losses) gains on cash flow hedges:Net (losses) gains on cash flow hedges:
Net cash flow hedge (losses) gains arising during the period before income taxesNet cash flow hedge (losses) gains arising during the period before income taxes(35)229 44 Net cash flow hedge (losses) gains arising during the period before income taxes(1,329)(35)229 
Less: Net cash flow hedge gains recognized in interest and fees on loans before taxes95 70 — 
Less: Net cash flow hedge (losses) gains recognized in interest and fees on loans before taxesLess: Net cash flow hedge (losses) gains recognized in interest and fees on loans before taxes(25)95 70 
Change in net cash flow hedge (losses) gains before income taxesChange in net cash flow hedge (losses) gains before income taxes(130)159 44 Change in net cash flow hedge (losses) gains before income taxes(1,304)(130)159 
Defined benefit pension and other postretirement plans adjustment:Defined benefit pension and other postretirement plans adjustment:Defined benefit pension and other postretirement plans adjustment:
Actuarial gain arising during the period159 128 157 
Actuarial (loss) gain arising during the periodActuarial (loss) gain arising during the period(415)159 128 
Prior service credit arising during the periodPrior service credit arising during the period1 — — Prior service credit arising during the period — 
Adjustments for amounts recognized as components of net periodic benefit cost:Adjustments for amounts recognized as components of net periodic benefit cost:Adjustments for amounts recognized as components of net periodic benefit cost:
Amortization of actuarial net lossAmortization of actuarial net loss40 47 42 Amortization of actuarial net loss28 40 47 
Amortization of prior service creditAmortization of prior service credit(25)(27)(27)Amortization of prior service credit(23)(25)(27)
Change in defined benefit pension and other postretirement plans adjustment before income taxesChange in defined benefit pension and other postretirement plans adjustment before income taxes175 148 172 Change in defined benefit pension and other postretirement plans adjustment before income taxes(410)175 148 
Total other comprehensive (loss) income before income taxesTotal other comprehensive (loss) income before income taxes(361)498 481 Total other comprehensive (loss) income before income taxes(4,617)(361)498 
(Benefit) provision for income taxes(Benefit) provision for income taxes(85)118 111 (Benefit) provision for income taxes(1,087)(85)118 
Total other comprehensive (loss) income, net of taxTotal other comprehensive (loss) income, net of tax(276)380 370 Total other comprehensive (loss) income, net of tax(3,530)(276)380 
COMPREHENSIVE INCOME$892 $877 $1,572 
COMPREHENSIVE (LOSS) INCOMECOMPREHENSIVE (LOSS) INCOME$(2,379)$892 $877 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY
Comerica Incorporated and Subsidiaries
AccumulatedAccumulated
NonredeemableCommon StockOtherTotalNonredeemableCommon StockOtherTotal
PreferredSharesCapitalComprehensiveRetainedTreasuryShareholders'PreferredSharesCapitalComprehensiveRetainedTreasuryShareholders'
(in millions, except per share data)(in millions, except per share data)StockOutstandingAmountSurplus(Loss) IncomeEarningsStockEquity(in millions, except per share data)StockOutstandingAmountSurplus(Loss) IncomeEarningsStockEquity
BALANCE AT DECEMBER 31, 2018 (recast)$— 160.1 $1,141 $2,148 $(686)$8,858 $(3,954)$7,507 
BALANCE AT DECEMBER 31, 2019BALANCE AT DECEMBER 31, 2019$— 142.1 $1,141 $2,174 $(316)$9,619 $(5,291)$7,327 
Cumulative effect of change in accounting principlesCumulative effect of change in accounting principles— — — — — (14)— (14)Cumulative effect of change in accounting principles— — — — — 13 — 13 
Net income (recast)— — — — — 1,202 — 1,202 
Other comprehensive income, net of tax (recast)— — — — 370 — — 370 
Cash dividends declared on common stock ($2.68 per share)— — — — — (398)— (398)
Purchase of common stock— (18.7)— — — — (1,380)(1,380)
Net issuance of common stock under employee stock plans— 0.7 — (13)— (29)43 
Share-based compensation— — — 39 — — — 39 
BALANCE AT DECEMBER 31, 2019 (recast)— 142.1 1,141 2,174 (316)9,619 (5,291)7,327 
Cumulative effect of change in accounting principle— — — — — 13 — 13 
Net income (recast)— — — — — 497 — 497 
Other comprehensive income, net of tax (recast)— — — — 380 — — 380 
Net incomeNet income— — — — — 497 — 497 
Other comprehensive income, net of taxOther comprehensive income, net of tax— — — — 380 — — 380 
Cash dividends declared on common stock ($2.72 per share)Cash dividends declared on common stock ($2.72 per share)— — — — — (378)— (378)Cash dividends declared on common stock ($2.72 per share)— — — — — (378)— (378)
Cash dividends declared on preferred stockCash dividends declared on preferred stock— — — — — (13)— (13)Cash dividends declared on preferred stock— — — — — (13)— (13)
Purchase of common stockPurchase of common stock— (3.4)— — — — (194)(194)Purchase of common stock— (3.4)— — — — (194)(194)
Issuance of preferred stockIssuance of preferred stock394 — — — — — — 394 Issuance of preferred stock394 — — — — — — 394 
Net issuance of common stock under employee stock plansNet issuance of common stock under employee stock plans— 0.5 — (13)— (11)24 — Net issuance of common stock under employee stock plans— 0.5 — (13)— (11)24 — 
Share-based compensationShare-based compensation— — — 24 — — — 24 Share-based compensation— — — 24 — — — 24 
BALANCE AT DECEMBER 31, 2020 (recast)394 139.2 $1,141 $2,185 $64 $9,727 $(5,461)$8,050 
BALANCE AT DECEMBER 31, 2020BALANCE AT DECEMBER 31, 2020$394 139.2 $1,141 $2,185 $64 $9,727 $(5,461)$8,050 
Net incomeNet income— — — — — 1,168 — 1,168 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax— — — — (276)— — (276)
Cash dividends declared on common stock ($2.72 per share)Cash dividends declared on common stock ($2.72 per share)— — — — — (365)— (365)
Cash dividends declared on preferred stockCash dividends declared on preferred stock— — — — — (23)— (23)
Purchase of common stockPurchase of common stock— (9.5)— (24)— — (699)(723)
Net issuance of common stock under employee stock plansNet issuance of common stock under employee stock plans— 1.0 — (27)— (13)65 25 
Share-based compensationShare-based compensation— — — 41 — — — 41 
BALANCE AT DECEMBER 31, 2021BALANCE AT DECEMBER 31, 2021$394 130.7 $1,141 $2,175 $(212)$10,494 $(6,095)$7,897 
Net incomeNet income     1,168  1,168 Net income     1,151  1,151 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax    (276)  (276)Other comprehensive loss, net of tax    (3,530)  (3,530)
Cash dividends declared on common stock ($2.72 per share)Cash dividends declared on common stock ($2.72 per share)     (365) (365)Cash dividends declared on common stock ($2.72 per share)     (356) (356)
Cash dividends declared on preferred stockCash dividends declared on preferred stock     (23) (23)Cash dividends declared on preferred stock     (23) (23)
Purchase of common stockPurchase of common stock (9.5) (24)  (699)(723)Purchase of common stock (0.4)    (36)(36)
Net issuance of common stock under employee stock plansNet issuance of common stock under employee stock plans 1.0  (27) (13)65 25 Net issuance of common stock under employee stock plans 0.7  (15) (8)41 18 
Share-based compensationShare-based compensation   41    41 Share-based compensation   60    60 
BALANCE AT DECEMBER 31, 2021$394 130.7 $1,141 $2,175 $(212)$10,494 $(6,095)$7,897 
BALANCE AT DECEMBER 31, 2022BALANCE AT DECEMBER 31, 2022$394 131.0 $1,141 $2,220 $(3,742)$11,258 $(6,090)$5,181 
See notes to consolidated financial statements.


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CONSOLIDATED STATEMENTS OF CASH FLOWS
Comerica Incorporated and Subsidiaries

(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
(recast)(recast)
OPERATING ACTIVITIESOPERATING ACTIVITIESOPERATING ACTIVITIES
Net incomeNet income$1,168 $497 $1,202 Net income$1,151 $1,168 $497 
Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit lossesProvision for credit losses(384)537 74 Provision for credit losses60 (384)537 
Provision (benefit) for deferred income taxes79 (82)14 
(Benefit) provision for deferred income taxes(Benefit) provision for deferred income taxes(27)79 (82)
Depreciation and amortizationDepreciation and amortization99 108 114 Depreciation and amortization92 99 108 
Net periodic defined benefit creditNet periodic defined benefit credit(81)(55)(35)Net periodic defined benefit credit(91)(81)(55)
Share-based compensation expenseShare-based compensation expense41 24 39 Share-based compensation expense60 41 24 
Net amortization of securitiesNet amortization of securities36 15 Net amortization of securities30 36 15 
Net securities losses — 
Net (gains) losses on sales of foreclosed property (1)
Net gains on sales of foreclosed propertyNet gains on sales of foreclosed property(2)— (1)
Net change in:Net change in:Net change in:
Accrued income receivableAccrued income receivable13 25 17 Accrued income receivable(152)13 25 
Accrued expenses payableAccrued expenses payable132 (29)(27)Accrued expenses payable131 132 (29)
Other, netOther, net(469)(111)(318)Other, net(614)(469)(111)
Net cash provided by operating activitiesNet cash provided by operating activities634 928 1,090 Net cash provided by operating activities638 634 928 
INVESTING ACTIVITIESINVESTING ACTIVITIESINVESTING ACTIVITIES
Investment securities available-for-sale:Investment securities available-for-sale:Investment securities available-for-sale:
Maturities and redemptionsMaturities and redemptions5,536 3,350 2,262 Maturities and redemptions2,511 5,536 3,350 
Sales — 987 
PurchasesPurchases(7,936)(5,804)(3,346)Purchases(7,470)(7,936)(5,804)
Net change in loansNet change in loans4,067 (2,136)(324)Net change in loans(4,824)4,067 (2,136)
Proceeds from sales of foreclosed propertyProceeds from sales of foreclosed property8 Proceeds from sales of foreclosed property3 
Net increase in premises and equipmentNet increase in premises and equipment(70)(79)(86)Net increase in premises and equipment(82)(70)(79)
Federal Home Loan Bank stock:Federal Home Loan Bank stock:Federal Home Loan Bank stock:
PurchasesPurchases (51)(201)Purchases(131)— (51)
RedemptionsRedemptions115 92 201 Redemptions 115 92 
Proceeds from bank-owned life insurance settlementsProceeds from bank-owned life insurance settlements16 20 10 Proceeds from bank-owned life insurance settlements39 16 20 
Other, netOther, net(13)Other, net2 (13)
Net cash provided by (used in) investing activities1,723 (4,602)(494)
Net cash (used in) provided by investing activitiesNet cash (used in) provided by investing activities(9,952)1,723 (4,602)
FINANCING ACTIVITIESFINANCING ACTIVITIESFINANCING ACTIVITIES
Net change in:Net change in:Net change in:
DepositsDeposits8,438 15,554 1,711 Deposits(10,401)8,438 15,554 
Short-term borrowingsShort-term borrowings (71)27 Short-term borrowings3,211 — (71)
Medium- and long-term debt:Medium- and long-term debt:Medium- and long-term debt:
Maturities and redemptionsMaturities and redemptions(2,800)(1,675)(350)Maturities and redemptions (2,800)(1,675)
Issuances and advancesIssuances and advances — 1,050 Issuances and advances500 — — 
Preferred stock:Preferred stock:Preferred stock:
IssuanceIssuance 394 — Issuance — 394 
Cash dividends paidCash dividends paid(23)(8)— Cash dividends paid(23)(23)(8)
Common stock:Common stock:Common stock:
RepurchasesRepurchases(729)(199)(1,394)Repurchases(43)(729)(199)
Cash dividends paidCash dividends paid(369)(375)(402)Cash dividends paid(353)(369)(375)
Issuances under employee stock plansIssuances under employee stock plans34 18 Issuances under employee stock plans28 34 
Other, netOther, net4 (1)Other, net(2)(1)
Net cash provided by financing activities4,555 13,623 661 
Net increase in cash and cash equivalents6,912 9,949 1,257 
Net cash (used in) provided by financing activitiesNet cash (used in) provided by financing activities(7,083)4,555 13,623 
Net (decrease) increase in cash and cash equivalentsNet (decrease) increase in cash and cash equivalents(16,397)6,912 9,949 
Cash and cash equivalents at beginning of periodCash and cash equivalents at beginning of period15,767 5,818 4,561 Cash and cash equivalents at beginning of period22,679 15,767 5,818 
Cash and cash equivalents at end of periodCash and cash equivalents at end of period$22,679 $15,767 $5,818 Cash and cash equivalents at end of period$6,282 $22,679 $15,767 
Interest paidInterest paid$57 $203 $462 Interest paid$130 $57 $203 
Income taxes paidIncome taxes paid157 141 266 Income taxes paid277 157 141 
Noncash investing and financing activities:
Loans transferred to other real estate1 12 
See notes to consolidated financial statements.
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Comerica Incorporated and Subsidiaries

NOTE 1 - BASIS OF PRESENTATION AND ACCOUNTING POLICIES
Organization
Comerica Incorporated (the Corporation) is a registered financial holding company headquartered in Dallas, Texas. The Corporation’s major business segments are the Commercial Bank, the Retail Bank and Wealth Management. For further discussion of each business segment, refer to Note 22. The Corporation and its banking subsidiaries are regulated at both the state and federal levels.
The accounting and reporting policies of the Corporation conform to United States (U.S.) generally accepted accounting principles (GAAP). The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect reported amounts and disclosures. Actual results could differ from these estimates. Certain amounts in the financial statements for prior years have been reclassified to conform to the current financial statement presentation.
The following summarizes the significant accounting policies of the Corporation applied in the preparation of the accompanying consolidated financial statements.
Principles of Consolidation
The consolidated financial statements include the accounts of the Corporation and the accounts of those subsidiaries that are majority owned and in which the Corporation has a controlling financial interest. The Corporation consolidates entities not determined to be variable interest entities (VIEs) when it holds a controlling financial interest and applies the cost or equity method when it holds less than a controlling financial interest. In consolidation, all significant intercompany accounts and transactions are eliminated. The results of operations of companies acquired are included from the date of acquisition.
The Corporation holds investments in certain legal entities that are considered VIEs. In general, a VIE is an entity that either (1) has an insufficient amount of equity to carry out its principal activities without additional subordinated financial support, (2) has a group of equity owners that are unable to make significant decisions about its activities, or (3) has a group of equity owners that do not have the obligation to absorb losses or the right to receive returns generated by its operations. If any of these characteristics are present, the entity is subject to a variable interests consolidation model, and consolidation is based on variable interests, not on voting interests. Variable interests are defined as contractual ownership or other moneyeconomic interests in an entity that change with fluctuations in the entity’s net asset value. The primary beneficiary, which is required to consolidate the VIE. The primary beneficiaryVIE, is defined as the party that has both the power to direct the activities of the VIE that most significantly impact the entity’s economic performance and the obligation to absorb losses or the right to receive benefits that could be significant to the VIE. The maximum potential exposure to losses relative to investments in VIEs is generally limited to the sum of the outstanding book basis and unfunded commitments for future investments.
The Corporation evaluates its investments in VIEs, both at inception and when there is a change in circumstances that requires reconsideration, to determine if the Corporation is the primary beneficiary and consolidation is required. The Corporation accounts for unconsolidated VIEs using either the proportional, cost or equity method. These investments comprise investments in community development projects which generate tax credits to their investors and are included in accrued income and other assets on the Consolidated Balance Sheets.
The proportional method is used for investments in affordable housing projects that qualify for the low-income housing tax credit (LIHTC). The equity method is used for other investments where the Corporation has the ability to exercise significant influence over the entity’s operation and financial policies. Other unconsolidated equity investments that do not meet the criteria to be accounted for under the equity method are accounted for under the cost method. Amortization and other write-downs of LIHTC investments are presented on a net basis as a component of the provision for income taxes, while income, amortization and write-downs from cost and equity method investments are recorded in other noninterest income on the Consolidated Statements of Income.
Assets held in an agency or fiduciary capacity are not assets of the Corporation and are not included in the consolidated financial statements.
See Note 9 for additional information about the Corporation’s involvement with VIEs.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Fair Value Measurements
The Corporation utilizes fair value measurements to record fair value adjustments to certain assets and liabilities and to determine fair value disclosures. The determination of fair values of financial instruments often requires the use of estimates. In cases where quoted market values in an active market are not available, the Corporation uses present value techniques and other valuation methods to estimate the fair values of its financial instruments. These valuation methods require considerable judgment and the resulting estimates of fair value can be significantly affected by the assumptions made and methods used.
Fair value is an estimate of the exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date. Fair value is based on the assumptions market participants would use when pricing an asset or liability.
Investment securities available-for-sale, derivatives, deferred compensation plans and equity securities with readily determinable fair values (primarily money market mutual funds) are recorded at fair value on a recurring basis. Additionally, from time to time, the Corporation may be required to record other assets and liabilities at fair value on a nonrecurring basis, such as impaired loans, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. These nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value measurements and disclosures guidance establishes a three-level fair value hierarchy based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. The fair value hierarchy gives the highest priority to quoted prices in active markets and the lowest priority to unobservable data. Fair value measurements are separately disclosed by level within the fair value hierarchy. For assets and liabilities recorded at fair value, it is the Corporation’s policy to maximize the use of observable inputs and minimize the use of unobservable inputs when developing fair value measurements.
Level 1Valuation is based upon quoted prices for identical instruments traded in active markets.
Level 2Valuation is based upon quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are less active, and model-based valuation techniques for which all significant assumptions are observable in the market.
Level 3Valuation is generated from model-based techniques that use at least one significant assumption not observable in the market. These unobservable assumptions reflect estimates of assumptions that market participants would use in pricing the asset or liability. Valuation techniques include use of option pricing models, discounted cash flow models and similar techniques.
The Corporation generally utilizes third-party pricing services to value Level 1 and Level 2 securities. Management reviews the methodologies and assumptions used by the third-party pricing services and evaluates the values provided, principally by comparison with other available market quotes for similar instruments and/or analysis based on internal models using available third-party market data. The Corporation may occasionally adjust certain values provided by the third-party pricing service when management believes, as the result of its review, that the adjusted price most appropriately reflects the fair value of the particular security.
Fair value measurements for assets and liabilities where limited or no observable market data exists are based primarily upon estimates, often calculated based on the economic and competitive environment, the characteristics of the asset or liability and other factors. Therefore, the results cannot be determined with precision and may not be realized in an actual sale or immediate settlement of the asset or liability. Additionally, there may be inherent weaknesses in any calculation technique andso that changes in the underlying assumptions used, including discount rates and estimates of future cash flows, could significantly affect the results of current or future values.
Following are descriptions of the valuation methodologies and key inputs used to measure financial assets and liabilities recorded at fair value, as well as a description of the methods and significant assumptions used to estimate fair value disclosures for financial instruments not recorded at fair value in their entirety on a recurring basis. The descriptions include an indication of the level of the fair value hierarchy in which the assets or liabilities are classified.
Cash and due from banks, federal funds sold and interest-bearing deposits with banks
Due to their short-term nature, the carrying amount of these instruments approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
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Comerica Incorporated and Subsidiaries

Deferred compensation plan assets and liabilities as well as equity securities with a readily determinable fair value
The Corporation holds a portfolio of securities that includes equity securities and assets held related to deferred compensation plans. Securities and associated deferred compensation plan liabilities are recorded at fair value on a recurring
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Comerica Incorporated and Subsidiaries

basis and included in other short-term investments and accrued expenses and other liabilities, respectively, on the Consolidated Balance Sheets. Level 1 securities include assets related to deferred compensation plans, which are invested in mutual funds, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and other securities traded on an active exchange, such as the New York Stock Exchange. Level 2 securities include municipal bonds and mortgage-backed securities issued by U.S. government-sponsored entities and corporate debt securities. Deferred compensation plan liabilities represent the fair value of the obligation to the plan participant, which corresponds to the fair value of the invested assets. The methods used to value equity securities and deferred compensation plan assets are the same as the methods used to value investment securities, discussed below.
Investment securities
Investment securities available-for-sale are recorded at fair value on a recurring basis. The Corporation discloses estimated fair values of investment securities held-to-maturity, which is determined in the same manner as investment securities available-for-sale. Level 1 securities include those traded on an active exchange, such as the New York Stock Exchange, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and money market funds. Level 2 securities include mortgage-backed securities issued by U.S. government agencies and U.S. government-sponsored entities, as well as corporate debt securities. The fair value of Level 2 securities is determined using quoted prices of securities with similar characteristics, or pricing models based on observable market data inputs, primarily interest rates, spreads and prepayment information.
Securities classified as Level 3 represent securities in less liquid markets requiring significant management assumptions when determining fair value.
Loans held-for-sale
Loans held-for-sale, included in other short-term investments on the Consolidated Balance Sheets, are recorded at the lower of cost or fair value. Loans held-for-sale may be carried at fair value on a nonrecurring basis when fair value is less than cost. The fair value is based on what secondary markets are currently offering for portfolios with similar characteristics. As such, the Corporation classifies both loans held-for-sale subjected to nonrecurring fair value adjustments and the estimated fair value of loans held-for sale as Level 2.
Loans
The Corporation does not record loans at fair value on a recurring basis. However, an individual allowance may be established for a loan that no longer shares risk characteristics with loan pools, typically collateral-dependent loans for which reserves are based on the fair value of the underlying collateral. Such loan values are reported as nonrecurring fair value measurements. Collateral values supporting individually evaluated loans are evaluated quarterly. When management determines that the fair value of the collateral requires additional adjustments, either as a result of non-current appraisal value or when there is no observable market price, the Corporation classifies the loan as Level 3.
The Corporation discloses fair value estimates for loans. The estimated fair value is determined based on characteristics such as loan category, repricing features and remaining maturity, and includes prepayment and credit loss estimates. Fair values are estimated using a discounted cash flow model that employs discount rates that reflectsreflecting current pricing for loans with similar maturity and risk characteristics, including credit characteristics, and the cost of equity for the portfolio at the balance sheet date. The rates take into account the expected yield curve, as well as an adjustment for prepayment risk, when applicable. The Corporation classifies the estimated fair value of loans held for investment as Level 3.
Customers’ liability on acceptances outstanding and acceptances outstanding
Customers' liability on acceptances outstanding is included in accrued income and other assets and acceptances outstanding are included in accrued expenses and other liabilities on the Consolidated Balance Sheets. Due to their short-term nature, the carrying amount of these instruments approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
Derivative assets and derivative liabilities
Derivative instruments held or issued for risk management or customer-initiated activities are traded in over-the-counter markets where quoted market prices are not readily available. Fair value for over-the-counter derivative instruments is measured on a recurring basis using internally developed models that use primarily based on market observable inputs, such as yield curves and option volatilities. The Corporation manages credit risk on its derivative positions based on whether the derivatives
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

are being settled through a clearinghouse or bilaterally with each counterparty. For derivative positions settled on a counterparty-by-counterparty basis, the Corporation calculates credit valuation adjustments, included in the fair value of these instruments, on the basis of its relationships at the counterparty portfolio/portfolio or master netting agreement level. These credit valuation adjustments are determined by applying a credit spread for the counterparty or the Corporation, as appropriate, to the total
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Comerica Incorporated and Subsidiaries

expected exposure of the derivative after considering collateral and other master netting arrangements. These adjustments, which are considered Level 3 inputs, are based on estimates of current credit spreads to evaluate the likelihood of default. When credit valuation adjustments are significant to the overall fair value of a derivative, the Corporation classifies the over-the-counter derivative valuation in Level 3 of the fair value hierarchy; otherwise, over-the-counter derivative valuations are classified in Level 2.
Nonmarketable equity securities
The Corporation has a portfolio of indirect (through funds) private equity and venture capital investments, included in accrued income and other assets on the Consolidated Balance Sheets, with a carrying value of $5 million and unfunded commitments of $1 million, at December 31, 2021.Sheets. The investments are accounted for either on the cost or equity method and are individually reviewed for impairment on a quarterly basis by comparing the carrying value to the estimated fair value. These investments may be carried at fair value on a nonrecurring basis when they are deemed to be impaired and written down to fair value. Where there is not a readily determinable fair value, the Corporation estimates fair value for indirect private equity and venture capital investments based on the net asset value, as reported by the fund.
The Corporation also holds restricted equity investments, primarily Federal Reserve Bank (FRB) and Federal Home Loan Bank (FHLB) stock. Restricted equity securities are not readily marketable and are recorded at cost (par value) in accrued income and other assets on the Consolidated Balance Sheets and evaluated for impairment based on the ultimate recoverability of the par value. No significant observable market data for these instruments is available. The Corporation considers the profitability and asset quality of the issuer, dividend payment history and recent redemption experience and believes its investments in FRB and FHLB stock are ultimately recoverable at par. Therefore, the carrying amount for these restricted equity investments approximates fair value. The Corporation classifies the estimated fair value of such investments as Level 1. The Corporation’s investment in FHLB stock totaled $7$138 million and $122$7 million at December 31, 20212022 and 2020,2021, and its investment in FRB stock totaled $85 million at both December 31, 20212022 and 2020.2021.
Other real estate
Other real estate is included in accrued income and other assets on the Consolidated Balance Sheets and includes primarily foreclosed property. Foreclosed property is initially recorded at fair value, less costs to sell, at the date of legal title transfer to the Corporation, establishing a new cost basis. Subsequently, foreclosed property is carried at the lower of cost or fair value, less costs to sell. Other real estate may be carried at fair value on a nonrecurring basis when fair value is less than cost. Fair value is based upon independent market prices, appraised value or management's estimate of the value of the property. When management determines that the fair value of other real estate requires additional adjustments, either as a result of a non-current appraisal or when there is no observable market price, the Corporation classifies the other real estate as Level 3.
Deposit liabilities
The estimated fair value of checking, savings and certain money market deposit accounts is represented by the amounts payable on demand. The estimated fair value of term deposits is calculated by discounting the scheduled cash flows using the period-end rates offered on these instruments. As such, the Corporation classifies the estimated fair value of deposit liabilities as Level 2.
Short-term borrowings
The carrying amount of federal funds purchased, securities sold under agreements to repurchase and other short-term borrowings approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of short-term borrowings as Level 1.
Medium- and long-term debt
    The estimated fair value of the Corporation's medium- and long-term debt is based on quoted market values when available. If quoted market values are not available, the estimated fair value is based on the market values of debt with similar characteristics. The Corporation classifies the estimated fair value of medium- and long-term debt as Level 2.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Credit-related financial instruments
Credit-related financial instruments include unused commitments to extend credit and letters of credit. These instruments generate ongoing fees which are recognized over the term of the commitment. In situations where credit losses are probable, the Corporation records an allowance. The carrying value of the deferred fees, which approximates fair value of these instruments, is included in accrued expenses and other liabilities on the Consolidated Balance Sheets, which includes the carrying value of the deferred fees plus the related allowance, approximates the estimated fair value.Sheets. The Corporation classifies the estimated fair value of credit-related financial instruments as Level 3.
For further information about fair value measurements refer to Note 2.
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Comerica Incorporated and Subsidiaries

Other Short-Term InvestmentsAllowance for Credit Losses on Lending-Related Commitments
Other short-term investments include deferred compensation plan assets, certificates of deposits, equity securities with a readily determinable fair value and loans held-for-sale.    
Deferred compensation plan assets and equity securities are carried at fair value. Realized and unrealized gains or losses are included in other noninterest income on the Consolidated Statements of Income.
Loans held-for-sale, typically residential mortgages originated with the intent to sell and occasionally including other loans transferred to held-for-sale, are carried at the lower of cost or fair value. Fair value is determined in the aggregate for each portfolio. Changes in fair value and gains or losses upon sale are included in other noninterest income on the Consolidated Statements of Income.
Investment Securities
Debt securities are classified as trading, available-for-sale (AFS) or held-to-maturity. Trading securities are recorded at fair value, with unrealized gains and losses included in noninterest income on the Consolidated Statements of Income. AFS securities are recorded at fair value, with unrealized gains and losses, net of income taxes, reported as a separate component of other comprehensive income (OCI). Securities for which management has the intent and ability to hold to maturity are classified as held-to-maturity and recorded at amortized cost. Interest income is recognized using the interest method.
An AFS security is impaired if its fair value is less than amortized cost. Credit-related impairment is recognized as anThe allowance to investment securities available for sale on the Consolidated Balance Sheets with a corresponding adjustment to provision for credit losses on the Consolidated Statementslending-related commitments estimates current expected credit losses on collective pools of Income. Non-credit-related impairment is recognized asletters of credit and unused commitments to extend credit based on reserve factors, determined in a componentmanner similar to
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Table of OCI. If the Corporation intendsContents
business loans, multiplied by a probability of draw estimate based on historical experience and credit risk, applied to sell an impaired AFS security or more likely than not will be required to sell that security before recovering its amortized cost basis, the entire impairment amount is recognized in earnings with corresponding adjustment to the security's amortized cost basis.
For certain types of AFS securities, such as U.S. Treasuries and other securities with government guarantees, the Corporation generally expects zero credit losses.commitment amounts. The zero-loss expectation applies to all the Corporation’s securities and no allowance for credit losses was recorded on its AFS securities portfoliolending-related commitments totaled $51 million and $30 million at December 31, 2021.2022 and December 31, 2021, respectively.
Gains or losses on the sale of securities are computed based on the adjusted costAnalysis of the specific security sold.Allowance for Credit Losses
The table below details net charge-offs (recoveries) as a percentage of total loans by loan category.
202220212020
(dollar amounts in millions)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)
Commercial$18 0.06 %$(15)(0.05 %)$198 0.62 %
Commercial mortgage  0.02 (3)(0.03)
International  0.38 — — 
Residential mortgage(1)(0.03)(2)(0.11)— — 
Consumer  0.05 0.05 
Total loans$17 0.03 %$(10)(0.02 %)$196 0.38 %
(a)Net charge-offs (recoveries) as a percentage of related average loans outstanding.
Net loan charge-offs totaled $17 million for the year ended December 31, 2022, a $27 million increase from net loan recoveries of $10 million for the year ended December 31, 2021. Commercial net charge-offs for the 2022 period included Energy net charge-offs totaling $3 million, compared to $48 million of Energy net recoveries recorded in the 2021 period, an increase of $51 million, which was partially offset by decreases of $12 million in general Middle Market and $9 million in Corporate Banking.
Allocation of the Allowance for Credit Losses
20222021
(dollar amounts in millions)Allocated
Allowance
Allowance
Ratio (a)
% (b)Allocated
Allowance
Allowance
Ratio (a)
% (b)
December 31,
Allowance for loan losses
Business loans
Commercial (c)$287 0.93 %58 %$293 1.00 %60 %
Real estate construction38 1.24 6 28 0.94 
Commercial mortgage200 1.51 25 192 1.71 23 
Lease financing6 0.78 1 0.97 
International10 0.79 2 12 0.96 
Total business loans541 1.10 92 531 1.17 92 
Retail loans
Residential mortgage32 1.74 4 24 1.36 
Consumer37 1.61 4 33 1.56 
Total retail loans69 1.67 8 57 1.47 
Total loans610 1.14 %100 %$588 1.19 %100 %
Allowance for credit losses on lending-related commitments
Business commitments40 24 
Retail commitments11 
Total commitments51 30 
Allowance for credit losses$661 1.24 %$618 1.26 %
(a)Allocated allowance as a percentage of related loans outstanding.
(b)Loans outstanding as a percentage of total loans.
(c)Includes PPP loans with a balance of $35 million and $459 million at December 31, 2022 and December 31, 2021, respectively.
For furtheradditional information on investment securities,regarding the allowance for credit losses, refer to Note 3.
Loans
Loansthe "Critical Accounting Estimates" section of this financial review and leases originatedNotes 1 and held for investment are recorded at the principal balance outstanding, net of unearned income, charge-offs and unamortized deferred fees and costs. Interest income is recognized on loans and leases using the interest method.
The Corporation assesses all loan modifications to determine whether a restructuring constitutes a troubled debt restructuring (TDR). A restructuring is considered a TDR when a borrower is experiencing financial difficulty and the Corporation grants a concession4 to the borrower. TDRs on accrual status at the original contractual rate of interest are considered performing. consolidated financial statements.
Nonperforming TDRsAssets
Nonperforming assets include TDRsloans on nonaccrual status, and loansTDRs which have been renegotiated to less than the original contractual rates (reduced-rate loans).
The CARES Act, signed in to law and foreclosed assets. TDRs include performing and nonperforming loans, with nonperforming TDRs on March 27, 2020, includedeither nonaccrual or reduced-rate status. In accordance with the provisions that provide temporary relief from TDR accounting for certain types of modifications. Under these provisions, modifications deemed to be COVID-19-related would not be considered a TDR if the loan was not more than 30 days past due as of December 31, 2019 and the deferral was executed between March 1, 2020 and the earlier of 60 days after the date of termination of the COVID-19 national emergency or December 31, 2020. The termination of these provisions was extended,Coronavirus Aid, Relief, and Economic Security Act (CARES Act), the Corporation elected not to the earlier of 60 days after the COVID-19 national emergency date or January 1, 2022, with the Consolidated Appropriations Act of 2021. The banking regulators issued similar guidance, which also clarified that aconsider qualifying COVID-19-related modification shouldmodifications, primarily deferrals, as TDRs and did not be considered a TDR if the borrower was current on payments at the time the underlying loan modification program was implemented and if the modification was considered to be short-term. Modifications are first evaluated for eligibility under the CARES Act, then the interagency guidance if they do not qualify for the CARES Act relief. Modifications that are not eligible for either program continue to follow the Corporation’s established TDR policy. Additionally,designate such loans with deferrals granted due to COVID-19 are not generally reported as past due or nonaccrual.
Effective January 1, 2020, the Corporation adopted ASU No. 2020-04, “Reference Rate Reform (Topic 848): Facilitation of the Effects of Reference Rate Reform on Financial Reporting,” (ASU 2020-04). Typically, entities must evaluate The temporary relief
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporatedprovided under the CARES Act applied to modifications made from the start of the COVID-19 pandemic through December 31, 2021.
Summary of Nonperforming Assets and SubsidiariesPast Due Loans
(dollar amounts in millions)
December 3120222021
Nonaccrual loans$240 $264 
Reduced-rate loans4 
Total nonperforming loans244 268 
Foreclosed property 
Total nonperforming assets$244 $269 
Nonaccrual loans as a percentage of total loans0.45 %0.54 %
Nonperforming loans as a percentage of total loans0.46 0.54 
Nonperforming assets as a percentage of total loans and foreclosed property0.46 0.55 
Loans past due 90 days or more and still accruing$23 $27 
Nonperforming assets decreased $25 million to $244 million at December 31, 2022, from $269 million at December 31, 2021. The decrease in nonperforming assets primarily reflected a decrease of $45 million in nonaccrual business loans, partially offset by an increase of $21 million in nonaccrual retail loans, as temporary legislative relief for COVID-19-related deferrals ended on December 31, 2021. Nonperforming loans were 0.46 percent of total loans at December 31, 2022, compared to 0.54 percent at December 31, 2021. For further information regarding the composition of nonaccrual loans, refer to Note 4 to the consolidated financial statements.
The following table presents a summary of changes in nonaccrual loans.
(in millions)
Years Ended December 3120222021
Balance at beginning of period$264 $347 
Loans transferred to nonaccrual (a)132 193 
Nonaccrual loan gross charge-offs(68)(70)
Loans transferred to accrual status (a)(11)(25)
Nonaccrual loans sold(15)(34)
Payments/other (b)(62)(147)
Balance at end of period$240 $264 

(a)
Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Includes net changes related to nonaccrual loans with balances less than or equal to $2 million, payments on nonaccrual loans with book balances greater than $2 million and transfers of nonaccrual loans to foreclosed property.
There were 23 borrowerswith a balance greater than $2 million, totaling $132 million, transferred to nonaccrual status in 2022, an increase of 5 borrowers compared to 18 borrowers totaling $193 million in 2021. For further information about the composition of loans transferred to nonaccrual during the current period, refer to the nonaccrual information by industry category table below.
The following table presents the composition of nonaccrual loans by balance and the related number of borrowers at December 31, 2022 and 2021.
20222021
(dollar amounts in millions)Number of
Borrowers
BalanceNumber of
Borrowers
Balance
Under $2 million475 $60 580 $63 
$2 million - $5 million14 46 14 46 
$5 million - $10 million8 58 54 
$10 million - $25 million5 76 69 
Greater than $25 million  32 
Total502 $240 607 $264 
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whetherThe following table presents a summary of nonaccrual loans at December 31, 2022 and loans transferred to nonaccrual and net loan contract modification resultscharge-offs for the year ended December 31, 2022, based on North American Industry Classification System (NAICS) categories.
December 31, 2022Year Ended December 31, 2022
(dollar amounts in millions)Nonaccrual LoansLoans Transferred to
Nonaccrual (a)
Net Loan Charge-Offs (Recoveries)
Industry Category
Residential Mortgage$53 22 %$28 21 %$(1)(6)%
Manufacturing52 21 65 49 28 164 
Transportation & Warehousing23 10   (3)(18)
Wholesale Trade23 9     
Real Estate & Home Builders14 6   1 6 
Services11 5 9 7 (6)(35)
Retail Trade11 4 10 7 (2)(12)
Information & Communication9 4 4 3 1 6 
Mining, Quarrying and Oil & Gas Extraction7 3 6 5 3 18 
Arts, Entertainment & Recreation7 3     
Health Care & Social Assistance7 3 7 5 5 30 
Management of Companies and Enterprises6 3   (5)(29)
Other (b)17 7 3 3 (4)(24)
Total$240 100 %$132 100 %$17 100 %
(a)Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Consumer, excluding residential mortgage and certain personal purpose nonaccrual loans and net charge-offs, is included in the Other category.
Loans past due 90 days or more and still accruing interest generally represent loans that are well collateralized and in the process of collection. Loans past due 90 days or more decreased $4 million to $23 million at December 31, 2022, compared to $27 million at December 31, 2021. Loans past due 30-89 days increased $225 million to $378 million at December 31, 2022, compared to $153 million at December 31, 2021. Loans past due 30 days or more and still accruing interest as a percentage of total loans were 0.75 percent and 0.36 percent at December 31, 2022 and December 31, 2021, respectively. An aging analysis of loans included in Note 4 to the consolidated financial statements provides further information about the balances comprising past due loans.
The following table presents a summary of total criticized loans. The Corporation's criticized list is consistent with the Special Mention, Substandard and Doubtful categories defined by regulatory authorities. Criticized loans with balances of $2 million or more on nonaccrual status or loans with balances of $1 million or more whose terms have been modified in a modified loanTDR are individually subjected to quarterly credit quality reviews, and the Corporation may establish specific allowances for such loans. A table of loans by credit quality indicator included in Note 4 to the consolidated financial statements provides further information about the balances comprising total criticized loans.
(dollar amounts in millions)
December 3120222021
Total criticized loans$1,572 $1,573 
As a percentage of total loans2.9 %3.2 %
The $1 million decrease in criticized loans during the year ended December 31, 2022 included decreases of $90 million in Business Banking, $72 million in Corporate Banking, $60 million in Entertainment Lending and $46 million in Energy, mostly offset by increases of $121 million in Technology and Life Sciences, $99 million in general Middle Market and $53 million in Environmental Services.
For further information regarding the Corporation's nonperforming assets policies, refer to Notes 1 and 4 to the consolidated financial statements.
Concentrations of Credit Risk
Concentrations of credit risk may exist when a number of borrowers are engaged in similar activities, or a new loan for accounting purposes. Topic 848 allows entitiesactivities in the same geographic region, and have similar economic characteristics that would cause them to bypass this evaluation for qualifying modifications related to reference rate reform.be similarly impacted by changes in economic or other conditions. The Corporation will applyhas concentrations of credit risk with the relief providedcommercial real estate and automotive industries. All other industry concentrations, as defined by Topic 848management, individually represented less than 10 percent of total loans at December 31, 2022.
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Commercial Real Estate Lending
At December 31, 2022, the Corporation's commercial real estate portfolio represented 31 percent of total loans. The following table summarizes the Corporation's commercial real estate loan portfolio by loan category.
December 31, 2022December 31, 2021
(in millions)Commercial Real Estate business line (a)Other (b)TotalCommercial Real Estate business line (a)Other (b)Total
Real estate construction loans$2,505 $600 $3,105 $2,391 $557 $2,948 
Commercial mortgage loans4,681 8,625 13,306 3,338 7,917 11,255 
Total commercial real estate$7,186 $9,225 $16,411 $5,729 $8,474 $14,203 
(a)Primarily loans to qualifying contract modifications.real estate developers.
Loan Origination Fees(b)Primarily loans secured by owner-occupied real estate.
The Corporation limits risk inherent in its commercial real estate lending activities by monitoring borrowers directly involved in the commercial real estate markets and Costsadhering to conservative policies on loan-to-value ratios for such loans. Commercial real estate loans, consisting of real estate construction and commercial mortgage loans, totaled $16.4 billion at December 31, 2022. Of the total, $7.2 billion, or 44 percent, were to borrowers in the Commercial Real Estate business line, which includes loans to real estate developers, an increase of $1.5 billion compared to December 31, 2021. Commercial real estate loans in other business lines totaled $9.2 billion, or 56 percent, at December 31, 2022, an increase of $751 million compared to December 31, 2021. These loans consisted primarily of owner-occupied commercial mortgages, which bear credit characteristics similar to non-commercial real estate business loans. Generally, loans previously reported as real estate construction are classified as commercial mortgage loans upon receipt of a certificate of occupancy.
The real estate construction loan portfolio primarily contains loans made to long-tenured customers with satisfactory completion experience. There were no criticized real estate construction loans in the Commercial Real Estate business line at both December 31, 2022 and 2021. In other business lines, criticized real estate construction loans totaled $3 million at December 31, 2022, compared to $35 million at December 31, 2021. There were no real estate construction loan net charge-offs in the years ended December 31, 2022 and 2021.
Commercial mortgage loans are loans where the primary collateral is a lien on any real property and are primarily loans secured by owner-occupied real estate. Real property is generally considered primary collateral if the value of that collateral represents more than 50 percent of the commitment at loan approval. Loans in the commercial mortgage portfolio generally mature within three to five years. Criticized commercial mortgage loans in the Commercial Real Estate business line totaled $16 million and $29 million at December 31, 2022 and 2021, respectively. In other business lines, $151 million and $219 million of commercial mortgage loans were criticized at December 31, 2022 and 2021, respectively. There were no commercial mortgage loan net charge-offs in 2022, compared to net charge-offs of $2 million in 2021.
Automotive Lending - Dealer:
The following table presents a summary of dealer loans.
December 31, 2022December 31, 2021
(dollar amounts in millions)Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding
Percent of
Total Loans
Dealer:
Floor plan$1,379 $681 
Other3,988 3,481 
Total dealer$5,367 10.1 %$4,162 8.4 %
Substantially all loan origination feesdealer loans are in the National Dealer Services business line and costs are deferredprimarily include floor plan financing and amortizedother loans to net interest income overautomotive dealerships. Floor plan loans, included in commercial loans in the lifeConsolidated Balance Sheets, totaled $1.4 billion at December 31, 2022, an increase of the related loan or over the commitment period as a yield adjustment. Net deferred income on originated loans, including unearned income and unamortized costs, fees, premiums and discounts, totaled $102$698 million and $145compared to $681 million at December 31, 2021, although an imbalance in supply and 2020,demand impacted by a shortage in microchips used in automotive production continues to depress floor plan loan balances below pre-pandemic levels. At December 31, 2022 and 2021, other loans in the National Dealer Services business line totaled $4.0 billion and $3.5 billion, respectively, including $2.3 billion and $2.0 billion of owner-occupied commercial real estate mortgage loans, respectively.
There were no nonaccrual dealer loans at both December 31, 2022 and 2021. Additionally, there were no net charge-offs of dealer loans in either of the years ended December 31, 2022 and 2021.
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Automotive Lending- Production:
The following table presents a summary of loans to borrowers involved with automotive production.
December 31, 2022December 31, 2021
Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding (a)
Percent of
Total Loans
(dollar amounts in millions)
Production:
Domestic$797 $789 
Foreign271 323 
Total production$1,068 2.0 %$1,112 2.3 %
(a)Excludes PPP loans.
Loans to borrowers involved with automotive production, primarily Tier 1 and Tier 2 suppliers, totaled $1.1 billion at both December 31, 2022 and 2021. These borrowers have faced, and could face in the future, financial difficulties due to disruptions in auto production as well as their supply chains and logistics operations. As such, management continues to monitor this portfolio.
There were $5 million in nonaccrual loans to borrowers involved with automotive production at December 31, 2022, compared to none at December 31, 2021. Automotive production loan net charge-offs totaled $2 million for the year ended December 31, 2022, compared to $7 million for the same period in 2021.
For further information regarding significant group concentrations of credit risk, refer to Note 5 to the consolidated financial statements.
Residential Real Estate Lending
At December 31, 2022, residential real estate loans represented 7 percent of total loans. The following table summarizes the Corporation's residential mortgage and home equity loan portfolios by geographic market.


December 31, 2022December 31, 2021
(dollar amounts in millions)Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Geographic market:
Michigan$497 27 %$487 27 %$434 24 %$484 32 %
California866 48 852 48 870 49 660 43 
Texas258 14 354 20 245 14 329 21 
Other Markets193 11 83 5 222 13 60 
Total$1,814 100 %$1,776 100 %$1,771 100 %$1,533 100 %
Residential real estate loans, which consist of traditional residential mortgages and home equity loans and lines of credit, totaled $3.6 billion at December 31, 2022. The residential real estate portfolio is principally located within the Corporation's primary geographic markets. Substantially all residential real estate loans past due 90 days or more are placed on nonaccrual status, and substantially all junior lien home equity loans that are current or less than 90 days past due are placed on nonaccrual status if full collection of the senior position is in doubt. At no later than 180 days past due, such loans are charged off to current appraised values less costs to sell.
Residential mortgages totaled $1.8 billion at December 31, 2022, and were primarily larger, variable-rate mortgages originated and retained for certain private banking relationship customers. Of the $1.8 billion of residential mortgage loans outstanding, $53 million were on nonaccrual status at December 31, 2022. The home equity portfolio totaled $1.8 billion at December 31, 2022, of which 97 percent was outstanding under primarily variable-rate, interest-only home equity lines of credit, 2 percent were in amortizing status and 1 percent were closed-end home equity loans. Of the $1.8 billion of home equity loans outstanding, $15 million were on nonaccrual status at December 31, 2022. A majority of the home equity portfolio was secured by junior liens at December 31, 2022.
Energy Lending
The Corporation has a portfolio of Energy loans that are included entirely in commercial loans in the Consolidated Balance Sheets. Customers in the Corporation's Energy business line (approximately 120 relationships) are engaged in three segments of the oil and gas business: exploration and production (E&P), midstream and energy services. E&P generally includes such activities as searching for potential oil and gas fields, drilling exploratory wells and operating active wells. Commitments to E&P borrowers are generally subject to semi-annual borrowing base re-determinations based on a variety of factors including updated prices (reflecting market and competitive conditions), energy reserve levels and the impact of
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hedging. The midstream sector is generally involved in the transportation, storage and marketing of crude and/or refined oil and gas products. The Corporation's energy services customers provide products and services primarily to the E&P segment.
The following table summarizes information about the Corporation's Energy business line.
(dollar amounts in millions)20222021
December 31OutstandingsNonaccrualCriticized (a)OutstandingsNonaccrualCriticized (a)
Exploration and production (E&P)$1,149 81 %$7 $7 $971 80 %$14 $46 
Midstream253 18   212 18 — — 
Services13 1  5 21 — 12 
Total Energy business line$1,415 100 %$7 $12 $1,204 100 %$14 $58 
As a percentage of total Energy loans1 %1 %%%
(a)Includes nonaccrual loans.
Loans in the Energy business line totaled $1.4 billion, or 3 percent of total loans, at December 31, 2022, an increase of $211 million compared to December 31, 2021. Total exposure, including unused commitments to extend credit and letters of credit, was $3.4 billion (a utilization rate of 43 percent) and $2.9 billion at December 31, 2022 and December 31, 2021, respectively.
Net deferredcredit-related Energy charge-offs were $3 million for the year ended December 31, 2022, compared to net recoveries of $48 million for the year ended December 31, 2021. Nonaccrual Energy loans decreased by $7 million to $7 million at December 31, 2022, compared to $14 million at December 31, 2021. Criticized loans decreased $46 million to $12 million, or 1 percent of total criticized loans, at December 31, 2022 compared to December 31, 2021.
Leveraged Loans
Certain loans in the Corporation's commercial portfolio are considered leveraged transactions. These loans are typically used for mergers, acquisitions, business recapitalizations, refinancing and equity buyouts. To help mitigate the risk associated with these loans, the Corporation focuses on middle market companies with highly capable management teams, strong sponsors and solid track records of financial performance. Industries prone to cyclical downturns and acquisitions with a high degree of integration risk are generally avoided. Other considerations include the sufficiency of collateral, the level of balance sheet leverage and the adequacy of financial covenants. During the underwriting process, cash flows are stress-tested to evaluate the borrowers' abilities to handle economic downturns and an increase in interest rates.
The FDIC defines higher-risk commercial and industrial (HR C&I) loans for assessment purposes as loans generally with leverage of four times total debt to earnings before interest, taxes and depreciation (EBITDA) as well as three times senior debt to EBITDA, excluding certain collateralized loans.
The following table summarizes information about HR C&I loans, which represented 6 percent of total loans at both December 31, 2022 and December 31, 2021, respectively.
(in millions)
December 31
20222021
Outstandings$3,120 $2,927 
Criticized393 299 
Net loan charge-offs recorded during the years ended December 31,20 18 


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Market and Liquidity Risk
Market risk represents the risk of loss due to adverse movement in prices, including interest rates, foreign exchange rates, commodity prices and equity prices. Liquidity risk represents the risk that the Corporation does not have sufficient access to funds to maintain its normal operations at all times, or does not have the ability to raise or borrow funds at a reasonable cost at all times.
The Asset and Liability Policy Committee (ALCO) of the Corporation establishes and monitors compliance with the policies and risk limits pertaining to market and liquidity risk management activities. ALCO meets regularly to discuss and review market and liquidity risk management strategies and consists of executive and senior management from various areas of the Corporation, including treasury, finance, economics, lending, deposit gathering and risk management. Corporate Treasury mitigates market and liquidity risk under the direction of ALCO through the actions it takes to manage the Corporation's market, liquidity and capital positions.
The Corporation performs monthly liquidity stress testing to evaluate its ability to meet funding needs in hypothetical stressed environments. Such environments cover a series of scenarios, including both idiosyncratic and market-wide in nature, which vary in terms of duration and severity. The evaluation as of December 31, 2022 projected that sufficient sources of liquidity were available under each series of events.
In addition to assessing liquidity risk on a consolidated basis, Corporate Treasury also monitors the parent company's liquidity and has established liquidity coverage requirements for meeting expected obligations without the support of additional dividends from subsidiaries. ALCO's policy on liquidity risk management requires the parent company to maintain sufficient liquidity to meet expected cash obligations over a period of no less than 12 months. The Corporation had liquid assets of $1.8 billion on an unconsolidated basis at December 31, 2022.
Corporate Treasury and the Enterprise Risk Division support ALCO in measuring, monitoring and managing interest rate risk as well as all other market risks. Key activities encompass: (i) providing information and analyses of the Corporation's balance sheet structure and measurement of interest rate and all other market risks; (ii) monitoring and reporting of the Corporation's positions relative to established policy limits and guidelines; (iii) developing and presenting analyses and strategies to adjust risk positions; (iv) reviewing and presenting policies and authorizations for approval; and (v) monitoring of industry trends and analytical tools to be used in the management of interest rate and all other market and liquidity risks.
Interest Rate Risk
Net interest income is the primary source of revenue for the Corporation. Interest rate risk arises in the normal course of business due to differences in the repricing and cash flow characteristics of assets and liabilities, primarily through the Corporation's core business activities of extending loans and acquiring deposits. The Corporation's balance sheet is predominantly characterized by floating-rate loans funded by core deposits. Including the impact of interest rate swaps converting floating-rate loans to fixed, the Corporation's loan composition at December 31, 2022 was 50 percent fixed-rate, 39 percent 30-day rate (primarily BSBY, LIBOR and SOFR), 6 percent 90-day and greater rate and 5 percent prime. The composition of the loan portfolio creates sensitivity to interest rate movements due to the imbalance between the faster repricing of the floating-rate loan portfolio versus deposit products. In addition, the growth and/or contraction in the Corporation's loans and deposits may lead to changes in sensitivity to interest rate movements in the absence of mitigating actions. Examples of such actions are purchasing fixed-rate investment securities, which provide liquidity to the balance sheet and act to mitigate the inherent interest rate sensitivity, as well as hedging with interest rate swaps and options. Other mitigating factors include interest rate floors on a portion of the loan portfolio.
The Corporation actively manages its exposure to interest rate risk with the principal objective of optimizing net interest income and the economic value of equity while operating within acceptable limits established for interest rate risk and maintaining adequate levels of funding and liquidity.
Since no single measurement system satisfies all management objectives, a combination of techniques is used to manage interest rate risk. These techniques examine the impact of interest rate risk on net interest income and the economic value of equity under a variety of alternative scenarios, including changes in the level, slope and shape of the yield curve utilizing multiple simulation analyses. Simulation analyses produce only estimates of net interest income as the assumptions used are inherently uncertain. Actual results may differ from simulated results due to many factors, including, but not limited to, the timing, magnitude and frequency of changes in interest rates, market conditions, regulatory impacts and management strategies.
Sensitivity of Net Interest Income to Changes in Interest Rates
The analysis of the impact of changes in interest rates on net interest income under various interest rate scenarios is management's principal risk management technique. Management models a base-case net interest income under an unchanged interest rate environment using a static balance sheet and generates sensitivity scenarios by changing certain model
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assumptions. Each scenario includes assumptions such as loan growth, investment security prepayment levels, depositor behavior and overall balance sheet mix and growth which are in line with historical patterns. Changes in actual economic activity may result in a materially different interest rate environment as well as a balance sheet structure that is different from the changes management included in its simulation analysis. Model assumptions in the sensitivity scenarios at December 31, 2022 included for the rising rate scenario, a modest increase in loan balances and a moderate decrease in deposit balances, and for the declining rate scenario, a modest decrease in loan balances and a moderate increase in deposit balances. In addition, both scenarios assumed loan spreads held at current levels, an incremental interest-bearing deposit beta of approximately 30%, no reinvestment of securities portfolio cash flows and no additions to interest rate swaps.
The average balance of the securities portfolio included in the analysis was $19.0 billion for the year ended December 31, 2022 with an average yield of 1.97% and effective duration of 5.3 years.
The table below details components of the cash flow hedge portfolio at December 31, 2022.
Cash Flow Hedges
(dollar amounts in millions)Notional AmountWeighted Average YieldYears to Maturity (a)
Swaps under contract at December 31, 2022 (b)$26,600 2.45 %4.6 
Weighted average notional active per period:
Full year 202212,092 2.16 4.0 
First quarter 202322,145 2.34 4.4 
Second quarter 202322,384 2.36 4.6 
Third quarter 202322,018 2.38 4.7 
Fourth quarter 202322,934 2.43 4.8 
First quarter 202423,652 2.47 4.9 
Second quarter 202423,532 2.49 5.0 
Third quarter 202423,484 2.51 5.0 
Fourth quarter 202423,633 2.54 5.1 
Full year 202522,973 2.57 5.1 
(a)Years to maturity calculated from a starting date of December 31, 2022.
(b)Includes forward starting swaps of $2.6 billion starting in 2023 and $2.0 billion starting in 2024. Excluding forward starting swaps, the weighted average yield was 2.35%.
The analysis also includes interest rate swaps that convert $3.2 billion of fixed-rate medium- and long-term debt to variable rates through fair value hedges. Additionally, included in this analysis are $14.7 billion of loans that were subject to an average interest rate floor of 52 basis points at December 31, 2022. This base-case net interest income is then compared against interest rate scenarios in which short-term rates rise or decline 100 basis points (with a floor of zero percent) in a linear, parallel fashion from the base case over 12 months, resulting in an average change of 50 basis points over the period.
The table below, as of December 31, 2022 and 2021, displays the estimated impact on net interest income during the next 12 months by relating the base case scenario results to those from the rising and declining rate scenarios described above.
Estimated Annual Change
(dollar amounts in millions)20222021
December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:
Rising 100 basis points$10  %Rising 100 basis points$205 12 %
(50 basis points on average)(50 basis points on average)
Declining 100 basis points(72)(2)Declining to zero percent(46)(3)
(50 basis points on average)
Overall sensitivity to interest rate movements declined from December 31, 2021 to December 31, 2022 resulting from an increase in fixed-rate loans (including the impact of interest rate swaps) from 22 percent of the loan portfolio at December 31, 2021 to 50 percent at December 31, 2022, as well as from a decrease in non-maturity deposits. The impact on a dollar basis to declining interest rates increased primarily due to an increase in the federal funds rate, allowing for a full 100 basis point repricing of the balance sheet in the 2022 scenario, compared to 25 basis points in the 2021 scenario, as well as an increase in modeled base case net interest income. Sensitivity to rising interest rates decreased due to increased cash flow hedges and 2020non-maturity deposit runoff but was partially offset by the increased repricing potential of floating-rate loans as they moved above their contractual floor rates.
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Sensitivity of Economic Value of Equity to Changes in Interest Rates
In addition to the simulation analysis on net interest income, an economic value of equity analysis provides an alternative view of the interest rate risk position. The economic value of equity is the difference between the estimate of the economic value of the Corporation's financial assets, liabilities and off-balance sheet instruments, derived through discounting cash flows based on actual rates at the end of the period, and the estimated economic value after applying the estimated impact of rate movements. The Corporation primarily monitors the percentage change on the base-case economic value of equity. The economic value of equity analysis is based on an immediate parallel 100 basis point shock with a floor of zero percent.
The table below, as of December 31, 2022 and December 31, 2021, displays the estimated impact on the economic value of equity from the interest rate scenario described above.
(dollar amounts in millions)20222021
December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:
Rising 100 basis points$(417)(3 %)Rising 100 basis points$1,353 %
Declining 100 basis points627 4 Declining to zero percent(446)(3)
The sensitivity of the economic value of equity to rising rates changed from an increase as of December 31, 2021 to a reduction as of December 31, 2022 due to additional receive-fixed cash flow swaps, growth of fixed-rate securities and deposit runoff. Sensitivity to declining rates now increases economic value of equity due to the same factors.
Loans by Maturity and Interest Rate Sensitivity
The contractual maturity distribution of the loan portfolio is presented below.
Loans Maturing
(in millions)
December 31, 2022
Within One
Year (a)
After One
But Within
Five Years
After Five But Within Fifteen YearsAfter Fifteen YearsTotal
Commercial loans$12,047 $17,357 $1,377$128 $30,909 
Real estate construction loans745 2,133 2216 3,105 
Commercial mortgage loans2,346 7,287 3,64627 13,306 
Lease financing233 491 36 760 
International loans557 578 62 1,197 
Residential mortgage loans4 6 2241,580 1,814 
Consumer loans505 175 1251,506 2,311 
Total$16,437 $28,027 $5,691 $3,247 $53,402 
(a)Includes demand loans, loans having no stated repayment schedule or maturity and overdrafts.
The interest rate composition of loans with a maturity date over one year are presented below based on contractual terms.
Loans Maturing After One Year
(in millions)
December 31, 2022
Predetermined (Fixed) Interest RateFloating Interest RateTotal
Commercial loans$485 $18,377 $18,862 
Real estate construction loans23 2,337 2,360 
Commercial mortgage loans1,376 9,584 10,960 
Lease financing329 198 527 
International loans37 603 640 
Residential mortgage loans400 1,366 1,766 
Consumer loans32 1,774 1,806 
Total$2,682 $34,239 $36,921 
Risk Management Derivative Instruments
The Corporation uses investment securities and derivative instruments as asset and liability management tools with the overall objective of managing the volatility of net interest income from changes in interest rates. These tools assist management in achieving the desired interest rate risk management objectives. Activity related to derivative instruments currently involves interest rate swaps effectively converting fixed-rate medium- and long-term debt to a floating rate as well as variable rate loans to a fixed rate.
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(in millions)
Risk Management Notional Activity
Interest
Rate
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2021$8,200 $442 $8,642 
Additions3,000 8,057 11,057 
Maturities/amortizations(500)(8,047)(8,547)
Balance at December 31, 2021$10,700 $452 $11,152 
Additions (a)20,850 8,638 29,488 
Maturities/amortizations(1,800)(8,698)(10,498)
Balance at December 31, 2022$29,750 $392 $30,142 
(a)Includes $4.6 billion of forward starting receive fixed interest rate swaps that will become effective on their contractual start dates in 2023 and 2024.
The notional amount of risk management interest rate swaps totaled $29.8 billion at December 31, 2022, which included $10 millioncash flow hedging strategies that convert $26.6 billion of variable-rate loans to a fixed rate as well as fair value hedging strategies that convert $3.2 billion of fixed-rate medium- and $55long-term debt to a floating rate. Risk management interest rate swaps generated no net interest income for the year ended December 31, 2022, compared to $163 million of net fees from PPPinterest income generated for the year ended December 31, 2021.
In addition to interest rate swaps, the Corporation employs various other types of derivative instruments as offsetting positions to mitigate exposures to foreign currency risks associated with specific assets and liabilities (e.g., customer loans respectively.or deposits denominated in foreign currencies). Such instruments may include foreign exchange spot and forward contracts as well as foreign exchange swap agreements.
Loan fees on unused commitmentsFurther information regarding risk management derivative instruments is provided in Note 8 to the consolidated financial statements.
Customer-Initiated and net origination fees relatedOther Derivative Instruments
(in millions)
Customer-Initiated and Other Notional Activity
Interest
Rate
Contracts
Energy
Derivative
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2021$21,521 $3,121 $1,901 $26,543 
Additions5,370 7,992 42,173 55,535 
Maturities/amortizations(2,713)(2,790)(42,358)(47,861)
Terminations(3,178)(553)— (3,731)
Balance at December 31, 2021$21,000 $7,770 $1,716 $30,486 
Additions7,593 14,145 42,017 63,755 
Maturities/amortizations(3,017)(6,002)(41,029)(50,048)
Terminations(5,278)(1,392) (6,670)
Balance at December 31, 2022$20,298 $14,521 $2,704 $37,523 
The Corporation sells and purchases interest rate caps and floors and enters into foreign exchange contracts, interest rate swaps and energy derivative contracts to loans soldaccommodate the needs of customers requesting such services. Changes in the fair value of customer-initiated and other derivatives are recognized in noninterest income.earnings as they occur. To limit the market risk of these activities, the Corporation generally takes offsetting positions with dealers. The notional amounts of offsetting positions are included in the table above. Customer-initiated and other notional activity represented 55 percent and 73 percent of total interest rate, energy and foreign exchange contracts at December 31, 2022 and 2021, respectively.
Further information regarding customer-initiated and other derivative instruments is provided in Note 8 to the consolidated financial statements.
AllowanceLIBOR Transition
On July 27, 2017, the United Kingdom’s Financial Conduct Authority (FCA), which regulates LIBOR, publicly announced that it intends to stop persuading or compelling banks to submit LIBOR rates after 2021. Effective March 2021, the FCA confirmed that certain LIBOR tenors will no longer be supported after December 31, 2021 and that the remaining tenors, including those most commonly used by the Corporation, will cease to be supported after June 30, 2023. The Corporation has substantial exposure to LIBOR-based products, including loans and derivatives, and is preparing for Credit Lossesa transition from LIBOR toward alternative rates.
The Corporation ceased originating LIBOR-based products in the fourth quarter of 2021 and has since reduced total LIBOR exposure by approximately 50 percent to $31.5 billion. Substantially all of the Corporation’s LIBOR exposure is
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comprised of loans, swaps and options. Of the remaining LIBOR-based products, 82 percent required no further remediation because the instruments mature prior to cessation or include fallback language.
As of December 31, 2022, there was approximately $16.0 billion of LIBOR-based loans, compared to $40.3 billion at December 31, 2021. Of these, approximately 18 percent have maturity dates prior to cessation, 46 percent mature after cessation but have fallback language and the remaining 36 percent are in process of remediation. The Corporation is confident it will complete its remediation efforts in a timely manner.
In addition to remediation activity on LIBOR-based loans, the Corporation has enacted the International Swaps and Derivatives Association (ISDA) protocols which relates to $15.5 billion of derivatives. Once events occur that trigger a fallback, the reference rate for the variable leg of the swap will fall back from LIBOR to the ISDA Fallback Rate, which is the daily SOFR plus a spread.
The Corporation's enterprise transition timelines are closely aligned with recommendations from the Alternative Reference Rates Committee for both best practices and recommended objectives. The Corporation will continue to align with industry and regulatory guidelines regarding the cessation of LIBOR as well as monitor market developments for transitioning to alternative reference rates. For a discussion of the various risks facing the Corporation in relation to the transition away from LIBOR, see the market risk discussion within “Item 1A. Risk Factors.”
Sources of Liquidity
The Corporation maintains a liquidity position that it believes will adequately satisfy its financial obligations while taking into account potential commitment draws and deposit run-off that may occur in the normal course of business. The majority of the Corporation's balance sheet is funded by customer deposits. Cash flows from loan repayments, increases in deposit accounts, activity in the securities portfolio and the purchased funds market serve as the Corporation's primary liquidity sources.
The Corporation satisfies incremental liquidity needs with either liquid assets or external funding sources. The Corporation had access to liquid assets of $20.0 billion and $35.3 billion at December 31, 2022 and December 31, 2021, respectively, which included cash on deposit with the Federal Reserve and the portion of the investment securities portfolio that the Corporation can sell without third-party consent.
In addition, the Corporation may access external funding sources when necessary, which include FHLB advances, federal funds, reverse repurchase agreements, brokered deposits and Corporation-issued bonds. The Corporation maintains a shelf registration statement with the Securities and Exchange Commission from which it may issue debt and equity securities.
Purchased funds increased to $3.4 billion at December 31, 2022, compared to $50 million at December 31, 2021, reflecting an increase in short-term FHLB advances. At December 31, 2022, the Bank had pledged loans totaling $24.5 billion which provided for up to $19.6 billion of available collateralized borrowing with the Federal Reserve Bank (FRB). The Bank is also a member of the FHLB of Dallas, Texas, which provides short- and long-term funding to its members through advances collateralized by real estate-related loans, certain government agency-backed securities and other eligible assets. Actual borrowing capacity is contingent on the amount of collateral pledged to the FHLB. At December 31, 2022, $9.5 billion of real estate-related loans were pledged to the FHLB as collateral for $3.2 billion in short-term advances and providing an additional $7.2 billion for potential future borrowings.
The ability of the Corporation and the Bank to raise funds at competitive rates is impacted by rating agencies' views of the credit quality, liquidity, capital, earnings and other relevant factors related to the Corporation and the Bank. As of December 31, 2022, the three major rating agencies had assigned the following ratings to long-term senior unsecured obligations of the Corporation and the Bank. A security rating is not a recommendation to buy, sell, or hold securities and may be subject to revision or withdrawal at any time by the assigning rating agency. Each rating should be evaluated independently of any other rating.
Comerica IncorporatedComerica Bank
December 31, 2022RatingOutlookRatingOutlook
Standard and Poor’sBBB+StableA-Stable
Moody’s Investors ServiceA3StableA3Stable
Fitch RatingsA-StableA-Stable
Potential Uses of Liquidity
Various financial obligations such as contractual obligations, unfunded commitments and deposit withdrawals may require future cash payments by the Corporation. Certain obligations are recognized on the Consolidated Balance Sheets, while others are off-balance sheet under U.S. generally accepted accounting principles.
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The following table summarizes the Corporation's material noncancelable contractual obligations and future required minimum payments. Refer to Notes 10, 11, 12, and 25 to the consolidated financial statements for further information regarding these contractual obligations.
Selected Contractual Obligations
Minimum Payments Due by Period
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Deposits without a stated maturity (a)$69,460 $69,460 
Certificates of deposit and other deposits with a stated maturity (a)1,937 1,789 $112 $31 $5 
Short-term borrowings (a)3,211 3,211    
Medium- and long-term debt (a)3,150 850 850 400 1,050 
Operating leases480 63 132 100 185 
Total contractual obligations$78,238 $75,373 $1,094 $531 $1,240 
Medium- and long-term debt (parent company only) (a) (b)$1,650 $850 $ $250 $550 
(a)Deposits and borrowings exclude accrued interest.
(b)Parent company only amounts are included in the medium- and long-term debt minimum payments above.
In addition to contractual obligations, other commercial commitments of the Corporation impact liquidity. These include unused commitments to extend credit, standby letters of credit and financial guarantees, and commercial letters of credit. The following table summarizes the Corporation's commercial commitments and expected expiration dates by period.
Commercial Commitments
Expected Expiration Dates by Period
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Unused commitments to extend credit$34,817 $6,295 $14,030 $10,713 $3,779 
Standby letters of credit and financial guarantees3,712 3,347 73 230 62 
Commercial letters of credit39 39    
Total commercial commitments$38,568 $9,681 $14,103 $10,943 $3,841 
Since many of these commitments expire without being fully drawn, and each customer must continue to meet the conditions established in the contract, the total amount of these commercial commitments does not necessarily represent the future cash requirements of the Corporation. Refer to Note 8 to the consolidated financial statements for a further discussion of these commercial commitments.
Other Market Risks
Market risk related to the Corporation's trading instruments is not significant, as trading activities are limited. Certain components of the Corporation's noninterest income, primarily fiduciary income, are at risk to fluctuations in the market values of underlying assets, particularly equity and debt securities. Other components of noninterest income, primarily brokerage fees, are at risk to changes in the volume of market activity.
Operational Risk
Operational risk represents the risk of loss resulting from inadequate or failed internal processes and people, or from external events, excluding in most cases those driven by technology (see Technology Risk below). The Corporation's definition of operational risk includes fraud; employment practice and workplace safety; clients, products and business practice; business continuity or disaster recovery; execution, delivery, and process management; third party and model risks. The definition does not include strategic or reputational risks. Although operational losses are experienced by all companies and are routinely incurred in business operations, the Corporation recognizes the need to identify and control operational losses and seeks to limit losses to a level deemed appropriate by management, as outlined in the Corporation’s risk appetite statement. The appropriate risk level is determined through consideration of the nature of the Corporation's business and the environment in which it operates, in combination with the impact from, and the possible impact on, other risks faced by the Corporation. Operational risk is mitigated through a system of internal controls that are designed to keep operating risks at appropriate levels. The Operational Risk Management Committee monitors risk management techniques and systems. The Corporation has developed a framework that includes a centralized operational risk reporting function in the Enterprise Risk Division and business/support unit risk liaisons responsible for managing operational risk specific to the respective business lines.
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Technology Risk
Technology risk represents the risk of loss or adverse outcomes arising from the people, processes, applications and infrastructure that support the technology environment. The Corporation's definition of technology risk includes technology delivery risk, technology investment risk, cybersecurity risk, information security risk and information management risk. Technology risk is inclusive of the risks associated with the execution of technology processes and activities by third-party contractors and suppliers to the Corporation. Other risk types may materialize in the event of a technology risk event, such as the risk of a financial reporting error or regulatory non-compliance, and the impact of such risks are highly interdependent with operational risk.
The Technology Risk Committee, comprising senior and executive business unit managers, as well as managers responsible for technology, cybersecurity, information security and enterprise risk management, oversees technology risk. The Technology Risk Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Compliance Risk
Compliance risk represents the risk of sanctions or financial loss resulting from the Corporation's failure to comply with all applicable laws, regulations and standards of good banking practice. The impact of such risks is highly interdependent with strategic risk, as the reputational impact from compliance breaches can be severe. Activities which may expose the Corporation to compliance risk include, but are not limited to, those dealing with the prevention of money laundering, privacy and data protection, community reinvestment initiatives, fair lending, consumer protection, employment and tax matters, over-the-counter derivative activities and other regulated activities.
The Enterprise-Wide Compliance Committee, comprising senior and executive business unit managers, as well as managers responsible for compliance, audit and overall risk, oversees compliance risk. This enterprise-wide approach provides a consistent view of compliance across the organization. The Enterprise-Wide Compliance Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Strategic Risk
Strategic risk represents the risk of inadequate returns or possible losses due to impairment of reputation, failure to fully develop and execute business plans, failure to assess current and new opportunities in business, markets and products, failure to determine appropriate consideration for risks accepted, and any other event not identified in the defined risk categories of credit, market and liquidity, operational, technology or compliance risks. Mitigation of the various risk elements that represent strategic risk is achieved through numerous metrics and initiatives to help the Corporation better understand, measure and report on such risks. The Executive Strategy and Pricing Committee, comprised of senior managers, oversees strategic risk and ensures that strategic risk is mitigated to appropriate levels.
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CRITICAL ACCOUNTING ESTIMATES
The Corporation’s consolidated financial statements are prepared based on the application of accounting policies, the most significant of which are described in Note 1. These policies require numerous estimates and strategic or economic assumptions, which may prove inaccurate or subject to variations. Changes in underlying factors, assumptions or estimates could have a material impact on the Corporation’s future financial condition and results of operations. At December 31, 2022, the most critical of these estimates related to the allowance for credit losses, fair value measurement, pension plan accounting and income taxes. These estimates were reviewed with the Audit Committee of the Corporation’s Board of Directors and are discussed more fully below.
ALLOWANCE FOR CREDIT LOSSES
In accordance with CECL, the allowance for credit losses, which includes both the allowance for loan losses and the allowance for credit losses on lending-related commitments.
The Corporation disaggregatescommitments, is calculated with the loan portfolio into segmentsobjective of maintaining a reserve for purposes of determining the allowance for credit losses. These segments are based on the level at which the Corporation develops, documents and applies a systematic methodology to determine the allowance for credit losses. The Corporation's portfolio segments are business loans and retail loans. Business loans include the commercial, real estate construction, commercial mortgage, lease financing and international loan portfolios. Retail loans consist of residential mortgage and consumer loans, including home equity loans.
Current expected credit losses are estimated over the contractual life of the loan portfolio, considering all available relevant information, including historical and current conditions as well as reasonable and supportable forecasts of future events.
Effective January 1, 2020, the Corporation adopted the provisions of Accounting Standards Update (ASU) No. 2016-13, "Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments," commonly referred to as the current expected credit loss (CECL) model, for all financial assets, except those accounted for at fair value through net income, using the modified retrospective approach. See Note 1 to the Corporation's 2020 Annual Report for further details. For further information on the Allowance for Credit Losses, refer to Note 4.
Allowance for Loan Losses
The allowance for loan losses is estimated on a quarterly basis and represents management’s estimates of current expected credit losses in the Corporation’s loan portfolio. Pools of loans with similar risk characteristics are collectively evaluated while loans that no longer share risk characteristics with loan pools are evaluated individually.
Collective loss estimates are determined by applying loss factors, designed to estimate current expected credit losses, to amortized cost balances over the remaining contractual life of the collectively evaluated portfolio. Loans with similar risk characteristics are aggregated into homogeneous pools. Business loans are assigned to pools based primarily on business line and the Corporation’s internal risk rating system. For retail loans, pools are based on loan type, past due status and credit scores. LossThe Corporation uses loss factors, are based on estimated probability of default for each pool, set to a default horizon based on contractual life,internal risk ratings and loss given default. Historicaldefault, to determine the allowance for credit losses for the majority of its portfolio. Management applies loss factors to pools of loans and lending-related commitments with similar risk characteristics, calibrates these factors using economic forecasts and incorporates qualitative adjustments. For further discussion of the methodology used in the determination of the allowance for credit losses, refer to Note 1 to the consolidated financial statements. For further discussion on the economic forecast incorporated into the 2022 model, refer to the “Risk Management” section of this financial review.
Management's determination of the appropriateness of the allowance is based on periodic evaluations of the loan portfolio, lending-related commitments, current as well as forecasted economic factors and other relevant information. The calculation is inherently subjective and requires management to exercise significant judgment in developing assumptions for the estimate, the most significant of which are the loan risk rating process, development of economic forecasts and application of qualitative adjustments. Sensitivities are disclosed to demonstrate how changes in loan risk ratings and economic forecast scenarios may impact the allowance for credit losses. Sensitivities only consider changes to each specific assumption in isolation and their impact to the quantitative modeled results. They do not contemplate impacts to the qualitative framework.
Loan Risk Rating Process
Reserve factors are applied to pools of loans based on risk characteristics, including the Corporation's internal risk rating system; therefore, loss estimates are highly dependent on the accuracy of the risk rating assigned to each loan. The inherent imprecision in the risk rating system resulting from inaccuracy in assigning and/or entering risk ratings in the loan accounting system is monitored by the Corporation's asset quality review function. Changes to internal risk ratings, beyond the forecasted migration inherent in the credit models, would result in a different estimated allowance for credit losses. To illustrate, if 5 percent of the individual risk ratings were adjusted down by one rating across all pools, the allowance for loan losses as of December 31, 2022 would change by approximately $3 million.
Forecasted Economic Variables
Management selects models through which historical reserve factor estimates are calibrated to economic forecasts over the reasonable and supportable forecast period based on the projected performance of specific economic variables that statistically correlate with each of the probability of default and loss given default pools. At least annually, management considers different models when estimating credit losses, selecting ones that most reasonablyLoss estimates revert to historical loss experience for contractual lives beyond the forecast credit losses in the relevant economic environment.
The calculation of current expected credit losses is inherently subjective, as it requires management to exercise judgment in determining appropriate factors used to determine the allowance. Some of the most significant factors in the quantitative allowance estimate are assigning internal risk ratings to loans, selecting the economic forecasts used to calibrate the reserve factors and determining the reasonable and supportable forecast period.
Internal Risk Ratings: Loss factors are dependent on loan risk ratings for business loans. Risk ratings are assigned at origination, based on inherent credit risk, and may be updated based on new information that becomes available, periodic reviews of credit quality, a change in borrower performance or modifications to lending agreements.
Economic Forecasts: Management selects economic variables it believes to be most relevant based on the composition of the loan portfolio and customer base, including forecasted levels of employment, gross domestic product, corporate bond and treasury spreads, industrial production levels, consumer and commercial real estate price indices as well as housing statistics.
The allowance for credit losses is highly sensitive to the economic forecasts used to develop the estimate. Due to the high level of uncertainty regarding significant assumptions, the Corporation evaluated a range of economic scenarios, including a more severe economic forecast scenario, with varying responses to current economic risks. The following table summarizes the more severe forecast scenario for the economic variables that are most impactful.


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Economic VariableMore Severe Forecast
Real GDP growthContracts through first quarter 2024, peaking at a decline of 6.6 percent annualized in second quarter 2023, subsequently improving to a 2 percent annual growth rate by the end of the forecast period.
Unemployment rateIncreases to almost 9 percent by fourth quarter 2024.
Corporate BBB bond to 10-year Treasury bond spreadsSpreads widen to a peak of over 5.5 percent before gradually narrowing to 2.5 percent by the end of the forecast period.
Oil PricesDecline to $39 per barrel by mid-2024 before improving to $46 per barrel by fourth quarter 2024.
Selecting a different forecast in the current environment could result in a significantly different estimated allowance for credit losses. To illustrate, absent model overlays and other qualitative adjustments that are part of the quarterly reserving process, if the Corporation selected the more severe scenario to inform its models, the allowance for credit losses as of December 31, 2022 would increase by approximately $308 million. However, factoring in model overlays and qualitative adjustments could result in a materially different estimate under a more severe scenario.
Qualitative Adjustments and Model Overlays
The Corporation includes qualitative adjustments, as appropriate, intended to capture the impact of uncertainties not reflected in the quantitative estimate, including foresight risk, model imprecisions and input imprecisions. Qualitative adjustments for foresight risk reflect the inherent imprecision in economic forecasts and may be included based on management’s evaluation of different forecast scenarios, ranging from more benign to more severe, and known recent events impacting the Corporation’s portfolio. Model imprecision adjustments and model overlays may be included to mitigate known limitations in the quantitative models. Input imprecision includes adjustments for portfolios where recent historical losses exceed expected losses or known recent events are expected to alter risk ratings once evidence is acquired, as well as a qualitative assessment of the lending environment, including underwriting standards, current economic and political conditions, and other factors affecting credit quality. Qualitative reserves at December 31, 2022 primarily included adjustments for uncertainties related to forecasted economic variables.
Other Considerations
To the extent actual outcomes differ from management estimates, additional provision for credit losses may be required that would adversely impact earnings in future periods. The allowance is assigned to business segments, and any earnings impact resulting from actual outcomes differing from management estimates would primarily affect the Commercial Bank segment.
FAIR VALUE MEASUREMENT
Investment securities available-for-sale, derivatives and deferred compensation plan assets and associated liabilities are recorded at fair value on a recurring basis. Additionally, from time to time, other assets and liabilities may be recorded at fair value on a nonrecurring basis, such as impaired loans that have been measured based on the fair value of the underlying collateral, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. Nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value is an estimate of the exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date and is based on the assumptions market participants would use when pricing an asset or liability. Fair value measurement and disclosure guidance establishes a three-level hierarchy for disclosure of assets and liabilities recorded at fair value. Notes 1 and 2 to the consolidated financial statements include information about the fair value hierarchy, the extent to which fair value is used to measure assets and liabilities, as well as the valuation methodologies and key inputs used.
At December 31, 2022, assets and liabilities measured using observable inputs that are classified as Level 1 or Level 2 represented close to 100 percent and 99 percent of total assets and liabilities recorded at fair value, respectively. Valuations generated from model-based techniques that use at least one significant assumption not observable in the market are considered Level 3 and reflect estimates of assumptions market participants would use in pricing the asset or liability. The valuation of Level 3 assets and liabilities are considered critical accounting estimates.
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PENSION PLAN ACCOUNTING
The Corporation has a qualified and a non-qualified defined benefit pension plan. Effective January 1, 2017, benefits are calculated using a cash balance formula based on years of service, age, compensation and an interest credit based on the 30-year Treasury rate. Participants under age 60 as of December 31, 2016 are eligible to receive a frozen final average pay benefit in addition to amounts earned under the cash balance formula. Participants age 60 or older as of December 31, 2016 continue to be eligible for a final average pay benefit. The Corporation makes assumptions concerning future events that will determine the amount and timing of required benefit payments, funding requirements and defined benefit pension expense. The major assumptions are the discount rate used in determining the current benefit obligation, the long-term rate of return expected on plan assets, mix of assets within the portfolio and the projected mortality rate.
The discount rate is determined by matching the expected cash flows of the pension plans to a portfolio of high quality corporate bonds as of the measurement date, December 31. The long-term rate of return expected on plan assets is set after considering both long-term returns in the general market and long-term returns experienced by the assets in the plan. The current target asset allocation model for the plans is provided in Note 17 to the consolidated financial statements. The expected returns on these various asset categories are blended to derive one long-term return assumption. The assets are primarily invested in certain collective investment funds, common stocks, U.S. Treasury and other U.S. government agency securities, as well as corporate and municipal bonds and notes. Mortality rate assumptions are based on mortality tables published by third-parties such as the Society of Actuaries, considering other available information including historical data as well as studies and publications from reputable sources.
The Corporation reviews its pension plan assumptions on an annual basis with its actuarial consultants to determine if the assumptions are reasonable and adjusts the assumptions to reflect changes in future expectations. The major assumptions used to calculate 2023 and 2022 defined benefit plan pension expense (benefit) were as follows:
2023 2022 
Discount rate5.60 %2.96 %
Long-term rate of return on plan assets6.50 %6.50 %
Mortality table:
Base table (a)Pri-2012Pri-2012
Mortality improvement scale (a)MP-2020MP-2020
(a)Issued by the Society of Actuaries
Defined benefit plan benefit is expected to decrease $64 million to approximately $25 million in 2023, compared to a benefit of $89 million in 2022. This includes service cost expense of $34 million and a benefit from other components of $59 million. Service costs are included in salaries and benefits expense, while the benefit from other components are included in other noninterest expenses on the Consolidated Statements of Income.
The Corporation’s pension plan is most sensitive to changes in discount rate and long-term rate of return. A change to the discount rate implies a corresponding change in interest rates that affect the value of the plan’s fixed income assets. An increase of 25 basis points to the discount rate, including the effect of higher interest rates on the plan’s fixed income assets, would result in a net increase to pension expense of $11 million, while a decrease of 25 basis points would reduce pension expense by $11 million. Increasing the long-term rate of return by 25 basis points would reduce pension expense by $6 million, while a decrease of 25 basis points would increase pension expense by $6 million.
Due to the long-term nature of pension plan assumptions, actual results may differ significantly from the actuarial-based estimates. Differences resulting in actuarial gains or losses are required to be recorded in shareholders' equity as part of accumulated other comprehensive loss and amortized to defined benefit pension expense in future years. Refer to Note 17 to the consolidated financial statements for further information.
INCOME TAXES
The provision for income taxes is the sum of income taxes due for the current year and deferred taxes. Deferred taxes arise from temporary differences between the income tax basis and financial accounting basis of assets and liabilities. Accrued taxes represent the net estimated amount due to or to be received from taxing jurisdictions, currently or in the future, and are included in accrued income and other assets or accrued expenses and other liabilities on the Consolidated Balance Sheets.
Included in net deferred taxes are deferred tax assets. Deferred tax assets are evaluated for realization based on available evidence of projected future reversals of existing taxable temporary differences, assumptions made regarding future events and, when applicable, state loss carryback capacity. A valuation allowance is provided when it is more-likely-than-not that some portion of the deferred tax asset will not be realized. Determining whether deferred tax assets are realizable is subjective and requires the use of significant judgment.
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The Corporation assesses the relative risks and merits of tax positions for various transactions after considering statutes, regulations, judicial precedent and other available information and maintains tax accruals consistent with these assessments. This assessment is complex and requires judgment. The Corporation is subject to audit by taxing authorities that could question and/or challenge the tax positions taken by the Corporation. Changes in the estimate of accrued taxes occur due to changes in tax law, interpretations of existing tax laws, new judicial or regulatory guidance, and the status of examinations conducted by taxing authorities that impact the relative risks and merits of tax positions taken by the Corporation. These changes, when they occur, impact the estimate of accrued taxes and could be significant to the operating results of the Corporation. For further information on tax accruals and related risks, see Note 18 to the consolidated financial statements.

SUPPLEMENTAL FINANCIAL DATA
The Corporation believes non-GAAP measures are meaningful because they reflect adjustments commonly made by management, investors, regulators and analysts to evaluate the adequacy of common equity and our performance trends.
Pre-tax, pre-provision net revenue (PPNR) is a measure that the Corporation uses to understand fundamental operating performance before credit-related and tax expenses.
Tangible common equity is used by the Corporation to measure the quality of capital and the return relative to balance sheet risk.
Common equity tier 1 capital ratio removes preferred stock from the Tier 1 capital ratio as defined by and calculated in conformity with bank regulations. The tangible common equity ratio removes the effect of intangible assets from capital and total assets. Tangible common equity per share of common stock removes the effect of intangible assets from common shareholders' equity per share of common stock. The Corporation believes that the presentation of tangible common equity adjusted for the impact of accumulated other comprehensive loss provides a greater understanding of ongoing operations and enhances comparability with prior periods.

The following table provides a reconciliation of non-GAAP financial measures and regulatory ratios used in this financial review with financial measures defined by GAAP.
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(dollar amounts in millions)
December 3120222021
Pre-tax, Pre-provision Net Revenue (PPNR):
Net income$1,151 $1,168 
Add:
Provision for income taxes325 322 
Provision for credit losses60 (384)
PPNR$1,536 $1,106 
Common Equity Tier 1 Capital:
Tier 1 capital$8,278 $7,458 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common equity tier 1 capital$7,884 $7,064 
Risk-weighted assets$78,871 $69,708 
Tier 1 capital ratio10.50 %10.70 %
Common equity tier 1 capital ratio10.00 10.13 
Tangible Common Equity Ratio:
Total shareholders' equity$5,181 $7,897 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common shareholders' equity$4,787 $7,503 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible common equity$4,143 $6,857 
Total assets$85,406 $94,616 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible assets$84,762 $93,970 
Common equity ratio5.60 %7.93 %
Tangible common equity ratio4.89 7.30 
Tangible Common Equity per Share of Common Stock:
Common shareholders' equity$4,787 $7,503 
Tangible common equity4,143 6,857 
Shares of common stock outstanding (in millions)131 131 
Common shareholders' equity per share of common stock$36.55 $57.41 
Tangible common equity per share of common stock31.62 52.46 
Impact of Accumulated Other Comprehensive Loss to Tangible Common Equity:
Accumulated other comprehensive loss (AOCI)(3,742)(212)
Tangible common equity, excluding AOCI7,885 7,069 
Tangible common equity ratio, excluding AOCI9.30 %7.52 %
Tangible common equity per share of common stock, excluding AOCI$60.19 54.08
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FORWARD-LOOKING STATEMENTS
This report includes forward-looking statements as defined in the Private Securities Litigation Reform Act of 1995. In addition, the Corporation may make other written and oral communications from time to time that contain such statements. All statements regarding the Corporation's expected financial position, strategies and growth prospects as well as general economic conditions expected to exist in the future are forward-looking statements. The words, “anticipates,” “believes,” "contemplates," “feels,” “expects,” “estimates,” “seeks,” “strives,” “plans,” “intends,” “outlook,” “forecast,” “position,” “target,” “mission,” “assume,” “achievable,” “potential,” “strategy,” “goal,” “aspiration,” “opportunity,” “initiative,” “outcome,” “continue,” “remain,” “maintain,” "on track," “trend,” “objective,” “looks forward,” "projects," "models" and variations of such words and similar expressions, or future or conditional verbs such as “will,” “would,” “should,” “could,” “might,” “can,” “may” or similar expressions, as they relate to the Corporation or its management, are intended to identify forward-looking statements. The Corporation cautions that forward-looking statements are subject to numerous assumptions, risks and uncertainties, which change over time. Forward-looking statements speak only as of the date the statement is made, and the Corporation does not undertake to update forward-looking statements to reflect facts, circumstances, assumptions or events that occur after the date the forward-looking statements are made. Actual results could differ materially from those anticipated in forward-looking statements and future results could differ materially from historical performance.
In addition to factors mentioned elsewhere in this report or previously disclosed in the Corporation's SEC reports (accessible on the SEC's website at www.sec.gov or on the Corporation's website at www.comerica.com), actual results could differ materially from forward-looking statements and future results could differ materially from historical performance due to a variety of reasons, including but not limited to, the following factors:
changes in customer behavior may adversely impact the Corporation's business, financial condition and results of operations;
unfavorable developments concerning credit quality could adversely affect the Corporation's financial results;
declines in the businesses or industries of the Corporation's customers could cause increased credit losses or decreased loan balances, which could adversely affect the Corporation;
governmental monetary and fiscal policies may adversely affect the financial services industry, and therefore impact the Corporation's financial condition and results of operations;
fluctuations in interest rates and their impact on deposit pricing could adversely affect the Corporation's net interest income and balance sheet;
developments impacting LIBOR and other interest rate benchmarks could adversely affect the Corporation;
the Corporation must maintain adequate sources of funding and liquidity to meet regulatory expectations, support its operations and fund outstanding liabilities;
reduction in the Corporation's credit ratings could adversely affect the Corporation and/or the holders of its securities;
the soundness of other financial institutions could adversely affect the Corporation;
security risks, including denial of service attacks, hacking, social engineering attacks targeting the Corporation’s colleagues and customers, malware intrusion or data corruption attempts, and identity theft, could result in the disclosure of confidential information;
cybersecurity and data privacy are areas of heightened legislative and regulatory focus;
the Corporation’s operational or security systems or infrastructure, or those of third parties, could fail or be breached;
the Corporation relies on other companies to provide certain key components of its delivery systems, and certain failures could materially adversely affect operations;
legal and regulatory proceedings and related financial services industry matters, including those directly involving the Corporation and its subsidiaries, could adversely affect the Corporation or the financial services industry in general;
the Corporation may incur losses due to fraud;
controls and procedures may fail to prevent or detect all errors or acts of fraud;
changes in regulation or oversight, or changes in Comerica’s status with respect to existing regulations or oversight, may have a material adverse impact on the Corporation's operations;
compliance with more stringent capital requirements may adversely affect the Corporation;
the impacts of future legislative, administrative or judicial changes or interpretations to tax regulations are unknown;
damage to the Corporation’s reputation could damage its businesses;
the Corporation may not be able to utilize technology to develop, market and deliver new products and services to its customers;
competitive product and pricing pressures within the Corporation's markets may change;
the introduction, implementation, withdrawal, success and timing of business initiatives and strategies may be less successful or may be different than anticipated, which could adversely affect the Corporation's business;
management's ability to maintain and expand customer relationships may differ from expectations;
management's ability to retain key officers and employees may change;
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any future strategic acquisitions or divestitures may present certain risks to the Corporation's business and operations;
general political, economic or industry conditions, either domestically or internationally, may be less favorable than expected;
inflation could negatively impact the Corporation's business, profitability and stock price;
methods of reducing risk exposures might not be effective;
catastrophic events, including pandemics, may adversely affect the general economy, financial and capital markets, specific industries, and the Corporation;
climate change manifesting as physical or transition risks could adversely affect the Corporation's operations, businesses and customers;
changes in accounting standards could materially impact the Corporation's financial statements;
the Corporation's accounting policies and processes are critical to the reporting of financial condition and results of operations and require management to make estimates about matters that are uncertain; and
the Corporation's stock price can be volatile.
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CONSOLIDATED BALANCE SHEETS
Comerica Incorporated and Subsidiaries
(in millions, except share data)
December 3120222021
ASSETS
Cash and due from banks$1,758 $1,236 
Interest-bearing deposits with banks4,524 21,443 
Other short-term investments157 197 
Investment securities available-for-sale19,012 16,986 
Commercial loans30,909 29,366 
Real estate construction loans3,105 2,948 
Commercial mortgage loans13,306 11,255 
Lease financing760 640 
International loans1,197 1,208 
Residential mortgage loans1,814 1,771 
Consumer loans2,311 2,097 
Total loans53,402 49,285 
Allowance for loan losses(610)(588)
Net loans52,792 48,697 
Premises and equipment400 454 
Accrued income and other assets6,763 5,603 
Total assets$85,406 $94,616 
LIABILITIES AND SHAREHOLDERS’ EQUITY
Noninterest-bearing deposits$39,945 $45,800 
Money market and interest-bearing checking deposits26,290 31,349 
Savings deposits3,225 3,167 
Customer certificates of deposit1,762 1,973 
Other time deposits124 — 
Foreign office time deposits51 50 
Total interest-bearing deposits31,452 36,539 
Total deposits71,397 82,339 
Short-term borrowings3,211 — 
Accrued expenses and other liabilities2,593 1,584 
Medium- and long-term debt3,024 2,796 
Total liabilities80,225 86,719 
Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:
Authorized - 4,000 shares
Issued - 4,000 shares394 394 
Common stock - $5 par value:
Authorized - 325,000,000 shares
Issued - 228,164,824 shares1,141 1,141 
Capital surplus2,220 2,175 
Accumulated other comprehensive loss(3,742)(212)
Retained earnings11,258 10,494 
Less cost of common stock in treasury - 97,197,962 shares at 12/31/2022 and 97,476,872 shares at 12/31/2021(6,090)(6,095)
Total shareholders’ equity5,181 7,897 
Total liabilities and shareholders’ equity$85,406 $94,616 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF INCOME
Comerica Incorporated and Subsidiaries
(in millions, except per share data)
Years Ended December 31202220212020
INTEREST INCOME
Interest and fees on loans$2,153 $1,594 $1,773 
Interest on investment securities414 280 291 
Interest on short-term investments105 27 29 
Total interest income2,672 1,901 2,093 
INTEREST EXPENSE
Interest on deposits102 22 101 
Interest on short-term borrowings17 — 
Interest on medium- and long-term debt87 35 80 
Total interest expense206 57 182 
Net interest income2,466 1,844 1,911 
Provision for credit losses60 (384)537 
Net interest income after provision for credit losses2,406 2,228 1,374 
NONINTEREST INCOME
Card fees273 298 270 
Fiduciary income233 231 209 
Service charges on deposit accounts195 195 185 
Commercial lending fees109 104 77 
Derivative income109 99 67 
Bank-owned life insurance47 43 44 
Letter of credit fees38 40 37 
Brokerage fees21 14 21 
Other noninterest income43 99 91 
Total noninterest income1,068 1,123 1,001 
NONINTEREST EXPENSES
Salaries and benefits expense1,208 1,133 1,019 
Outside processing fee expense251 266 242 
Occupancy expense175 161 156 
Software expense161 155 154 
Equipment expense50 50 49 
Advertising expense38 35 35 
FDIC insurance expense31 22 33 
Other noninterest expenses84 39 66 
Total noninterest expenses1,998 1,861 1,754 
Income before income taxes1,476 1,490 621 
Provision for income taxes325 322 124 
NET INCOME1,151 1,168 497 
Less:
Income allocated to participating securities6 
Preferred stock dividends23 23 13 
Net income attributable to common shares$1,122 $1,140 $482 
Earnings per common share:
Basic$8.56 $8.45 $3.45 
Diluted8.47 8.35 3.43 
Cash dividends declared on common stock356 365 378 
Cash dividends declared per common share2.72 2.72 2.72 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
Comerica Incorporated and Subsidiaries
(in millions)
Years Ended December 31202220212020
NET INCOME$1,151 $1,168 $497 
OTHER COMPREHENSIVE (LOSS) INCOME
Unrealized (losses) gains on investment securities:
Net unrealized holding (losses) gains arising during the period(2,903)(406)191 
Change in net unrealized (losses) gains before income taxes(2,903)(406)191 
Net (losses) gains on cash flow hedges:
Net cash flow hedge (losses) gains arising during the period before income taxes(1,329)(35)229 
Less: Net cash flow hedge (losses) gains recognized in interest and fees on loans before taxes(25)95 70 
Change in net cash flow hedge (losses) gains before income taxes(1,304)(130)159 
Defined benefit pension and other postretirement plans adjustment:
Actuarial (loss) gain arising during the period(415)159 128 
Prior service credit arising during the period — 
Adjustments for amounts recognized as components of net periodic benefit cost:
Amortization of actuarial net loss28 40 47 
Amortization of prior service credit(23)(25)(27)
Change in defined benefit pension and other postretirement plans adjustment before income taxes(410)175 148 
Total other comprehensive (loss) income before income taxes(4,617)(361)498 
(Benefit) provision for income taxes(1,087)(85)118 
Total other comprehensive (loss) income, net of tax(3,530)(276)380 
COMPREHENSIVE (LOSS) INCOME$(2,379)$892 $877 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY
Comerica Incorporated and Subsidiaries
Accumulated
NonredeemableCommon StockOtherTotal
PreferredSharesCapitalComprehensiveRetainedTreasuryShareholders'
(in millions, except per share data)StockOutstandingAmountSurplus(Loss) IncomeEarningsStockEquity
BALANCE AT DECEMBER 31, 2019$— 142.1 $1,141 $2,174 $(316)$9,619 $(5,291)$7,327 
Cumulative effect of change in accounting principles— — — — — 13 — 13 
Net income— — — — — 497 — 497 
Other comprehensive income, net of tax— — — — 380 — — 380 
Cash dividends declared on common stock ($2.72 per share)— — — — — (378)— (378)
Cash dividends declared on preferred stock— — — — — (13)— (13)
Purchase of common stock— (3.4)— — — — (194)(194)
Issuance of preferred stock394 — — — — — — 394 
Net issuance of common stock under employee stock plans— 0.5 — (13)— (11)24 — 
Share-based compensation— — — 24 — — — 24 
BALANCE AT DECEMBER 31, 2020$394 139.2 $1,141 $2,185 $64 $9,727 $(5,461)$8,050 
Net income— — — — — 1,168 — 1,168 
Other comprehensive loss, net of tax— — — — (276)— — (276)
Cash dividends declared on common stock ($2.72 per share)— — — — — (365)— (365)
Cash dividends declared on preferred stock— — — — — (23)— (23)
Purchase of common stock— (9.5)— (24)— — (699)(723)
Net issuance of common stock under employee stock plans— 1.0 — (27)— (13)65 25 
Share-based compensation— — — 41 — — — 41 
BALANCE AT DECEMBER 31, 2021$394 130.7 $1,141 $2,175 $(212)$10,494 $(6,095)$7,897 
Net income     1,151  1,151 
Other comprehensive loss, net of tax    (3,530)  (3,530)
Cash dividends declared on common stock ($2.72 per share)     (356) (356)
Cash dividends declared on preferred stock     (23) (23)
Purchase of common stock (0.4)    (36)(36)
Net issuance of common stock under employee stock plans 0.7  (15) (8)41 18 
Share-based compensation   60    60 
BALANCE AT DECEMBER 31, 2022$394 131.0 $1,141 $2,220 $(3,742)$11,258 $(6,090)$5,181 
See notes to consolidated financial statements.


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CONSOLIDATED STATEMENTS OF CASH FLOWS
Comerica Incorporated and Subsidiaries

(in millions)
Years Ended December 31202220212020
OPERATING ACTIVITIES
Net income$1,151 $1,168 $497 
Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit losses60 (384)537 
(Benefit) provision for deferred income taxes(27)79 (82)
Depreciation and amortization92 99 108 
Net periodic defined benefit credit(91)(81)(55)
Share-based compensation expense60 41 24 
Net amortization of securities30 36 15 
Net gains on sales of foreclosed property(2)— (1)
Net change in:
Accrued income receivable(152)13 25 
Accrued expenses payable131 132 (29)
Other, net(614)(469)(111)
Net cash provided by operating activities638 634 928 
INVESTING ACTIVITIES
Investment securities available-for-sale:
Maturities and redemptions2,511 5,536 3,350 
Purchases(7,470)(7,936)(5,804)
Net change in loans(4,824)4,067 (2,136)
Proceeds from sales of foreclosed property3 
Net increase in premises and equipment(82)(70)(79)
Federal Home Loan Bank stock:
Purchases(131)— (51)
Redemptions 115 92 
Proceeds from bank-owned life insurance settlements39 16 20 
Other, net2 (13)
Net cash (used in) provided by investing activities(9,952)1,723 (4,602)
FINANCING ACTIVITIES
Net change in:
Deposits(10,401)8,438 15,554 
Short-term borrowings3,211 — (71)
Medium- and long-term debt:
Maturities and redemptions (2,800)(1,675)
Issuances and advances500 — — 
Preferred stock:
Issuance — 394 
Cash dividends paid(23)(23)(8)
Common stock:
Repurchases(43)(729)(199)
Cash dividends paid(353)(369)(375)
Issuances under employee stock plans28 34 
Other, net(2)(1)
Net cash (used in) provided by financing activities(7,083)4,555 13,623 
Net (decrease) increase in cash and cash equivalents(16,397)6,912 9,949 
Cash and cash equivalents at beginning of period22,679 15,767 5,818 
Cash and cash equivalents at end of period$6,282 $22,679 $15,767 
Interest paid$130 $57 $203 
Income taxes paid277 157 141 
See notes to consolidated financial statements.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

NOTE 1 - BASIS OF PRESENTATION AND ACCOUNTING POLICIES
Organization
Comerica Incorporated (the Corporation) is a registered financial holding company headquartered in Dallas, Texas. The Corporation’s major business segments are the Commercial Bank, the Retail Bank and Wealth Management. For further discussion of each business segment, refer to Note 22. The Corporation and its banking subsidiaries are regulated at both the state and federal levels.
The accounting and reporting policies of the Corporation conform to United States (U.S.) generally accepted accounting principles (GAAP). The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect reported amounts and disclosures. Actual results could differ from these estimates. Certain amounts in the financial statements for prior years have been reclassified to conform to the current financial statement presentation.
The following summarizes the significant accounting policies of the Corporation applied in the preparation of the accompanying consolidated financial statements.
Principles of Consolidation
The consolidated financial statements include the accounts of the Corporation and the accounts of those subsidiaries that are majority owned and in which the Corporation has a controlling financial interest. The Corporation consolidates entities not determined to be variable interest entities (VIEs) when it holds a controlling financial interest and applies the cost or equity method when it holds less than a controlling financial interest. In consolidation, all significant intercompany accounts and transactions are eliminated. The results of operations of companies acquired are included from the date of acquisition.
The Corporation holds investments in certain legal entities that are considered VIEs. In general, a VIE is an entity that either (1) has an insufficient amount of equity to carry out its principal activities without additional subordinated financial support, (2) has a group of equity owners that are unable to make significant decisions about its activities, or (3) has a group of equity owners that do not have the obligation to absorb losses or the right to receive returns generated by its operations. If any of these characteristics are present, the entity is subject to a variable interests consolidation model, and consolidation is based on variable interests, not on voting interests. Variable interests are defined as contractual ownership or other economic interests in an entity that change with fluctuations in the entity’s net asset value. The primary beneficiary, which is required to consolidate the VIE, is defined as the party that has both the power to direct the activities of the VIE that most significantly impact the entity’s economic performance and the obligation to absorb losses or the right to receive benefits that could be significant to the VIE. The maximum potential exposure to losses relative to investments in VIEs is generally limited to the sum of the outstanding book basis and unfunded commitments for future investments.
The Corporation evaluates its investments in VIEs, both at inception and when there is a change in circumstances that requires reconsideration, to determine if the Corporation is the primary beneficiary and consolidation is required. The Corporation accounts for unconsolidated VIEs using either the proportional, cost or equity method. These investments comprise investments in community development projects which generate tax credits to their investors and are included in accrued income and other assets on the Consolidated Balance Sheets.
The proportional method is used for investments in affordable housing projects that qualify for the low-income housing tax credit (LIHTC). The equity method is used for other investments where the Corporation has the ability to exercise significant influence over the entity’s operation and financial policies. Other unconsolidated equity investments that do not meet the criteria to be accounted for under the equity method are accounted for under the cost method. Amortization and other write-downs of LIHTC investments are presented on a net basis as a component of the provision for income taxes, while income, amortization and write-downs from cost and equity method investments are recorded in other noninterest income on the Consolidated Statements of Income.
Assets held in an agency or fiduciary capacity are not assets of the Corporation and are not included in the consolidated financial statements.
See Note 9 for additional information about the Corporation’s involvement with VIEs.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

statistics. Different economic forecast scenarios ranging from more benignFair Value Measurements
The Corporation utilizes fair value measurements to more severerecord fair value adjustments to certain assets and liabilities and to determine fair value disclosures. The determination of fair values of financial instruments often requires the use of estimates. In cases where quoted market values in an active market are evaluated each reporting periodnot available, the Corporation uses present value techniques and other valuation methods to forecast losses overestimate the contractual lifefair values of its financial instruments. These valuation methods require considerable judgment and the resulting estimates of fair value can be significantly affected by the assumptions made and methods used.
Fair value is an estimate of the loan portfolio.exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date. Fair value is based on the assumptions market participants would use when pricing an asset or liability.
Forecast Period: Economic forecastsInvestment securities available-for-sale, derivatives, deferred compensation plans and equity securities with readily determinable fair values (primarily money market mutual funds) are applied overrecorded at fair value on a recurring basis. Additionally, from time to time, the periodCorporation may be required to record other assets and liabilities at fair value on a nonrecurring basis, such as impaired loans, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. These nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value measurements and disclosures guidance establishes a three-level fair value hierarchy based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. The fair value hierarchy gives the highest priority to quoted prices in active markets and the lowest priority to unobservable data. Fair value measurements are separately disclosed by level within the fair value hierarchy. For assets and liabilities recorded at fair value, it is the Corporation’s policy to maximize the use of observable inputs and minimize the use of unobservable inputs when developing fair value measurements.
Level 1Valuation is based upon quoted prices for identical instruments traded in active markets.
Level 2Valuation is based upon quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are less active, and model-based valuation techniques for which all significant assumptions are observable in the market.
Level 3Valuation is generated from model-based techniques that use at least one significant assumption not observable in the market. These unobservable assumptions reflect estimates of assumptions that market participants would use in pricing the asset or liability. Valuation techniques include use of option pricing models, discounted cash flow models and similar techniques.
The Corporation generally utilizes third-party pricing services to value Level 1 and Level 2 securities. Management reviews the methodologies and assumptions used by the third-party pricing services and evaluates the values provided, principally by comparison with other available market quotes for similar instruments and/or analysis based on internal models using available third-party market data. The Corporation may occasionally adjust certain values provided by the third-party pricing service when management believes, it can estimate reasonableas the result of its review, that the adjusted price most appropriately reflects the fair value of the particular security.
Fair value measurements for assets and supportable forecasts. Forecast periodsliabilities where limited or no observable market data exists are based primarily upon estimates, often calculated based on the economic and competitive environment, the characteristics of the asset or liability and other factors. Therefore, the results cannot be determined with precision and may not be realized in an actual sale or immediate settlement of the asset or liability. Additionally, there may be adjustedinherent weaknesses in response toany calculation technique so that changes in the economic environment. To estimate losses for contractual periods that extend beyondunderlying assumptions used, including discount rates and estimates of future cash flows, could significantly affect the forecast horizon, the Corporation reverts to an average historical loss experience. The Corporation typically forecasts economic variables over a two-year horizon, followed by an immediate reversion to an average historical loss experience that generally incorporates a full economic cycle. Management reviews this methodology on at least an annual basis.results of current or future values.
The allowance for loan losses also includes qualitative adjustments to bring the allowance to the level management believes is appropriate based on factors that have not otherwise been fully accounted for, including adjustments for foresight risk, input imprecision and model imprecision. Foresight risk reflects the inherent imprecision in forecasting economic variables, including determining the depth and duration of economic cycles and their impact to relevant economic variables. The Corporation may make qualitative adjustments based on its evaluation of different forecast scenarios and known recent events impacting relevant economic variables. Input imprecision factors address the risk that certain model inputs may not reflect all available information including (i) risk factors that have not been fully addressed in internal risk ratings, (ii) changes in lending policies and procedures, (iii) changes in the level and quality of experience held by lending management, (iv) imprecision in the risk rating system and (v) limitations in data available for certain loan portfolios. Model imprecision considers known model limitations and model updates not yet fully reflected in the quantitative estimate.
The determinationFollowing are descriptions of the appropriate qualitative adjustment is based on management's analysis of currentvaluation methodologies and expected economic conditionskey inputs used to measure financial assets and their impact to the portfolio,liabilities recorded at fair value, as well as internal credit risk movements and a qualitative assessmentdescription of the lending environment, including underwriting standards. Management recognizes the sensitivitymethods and significant assumptions used to estimate fair value disclosures for financial instruments not recorded at fair value in their entirety on a recurring basis. The descriptions include an indication of various assumptions made in the quantitative modeling of expected losses and may adjust reserves depending upon the level of uncertainty that currently existsthe fair value hierarchy in onewhich the assets or more assumptions.liabilities are classified.
Credit losses for loans that no longer share risk characteristicsCash and due from banks, federal funds sold and interest-bearing deposits with banks
Due to their short-term nature, the loan pools arecarrying amount of these instruments approximates the estimated on an individual basis. Individual credit loss estimates are typically performed for nonaccrual loans and modified loans classified as TDRs and are based on one of several methods, includingfair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Deferred compensation plan assets and liabilities as well as equity securities with a readily determinable fair value
The Corporation holds a portfolio of securities that includes equity securities and assets held related to deferred compensation plans. Securities and associated deferred compensation plan liabilities are recorded at fair value on a recurring basis and included in other short-term investments and accrued expenses and other liabilities, respectively, on the underlying collateral,Consolidated Balance Sheets. Level 1 securities include assets related to deferred compensation plans, which are invested in mutual funds, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and other securities traded on an active exchange, such as the New York Stock Exchange. Level 2 securities include municipal bonds and mortgage-backed securities issued by U.S. government-sponsored entities and corporate debt securities. Deferred compensation plan liabilities represent the fair value of the obligation to the plan participant, which corresponds to the fair value of the invested assets. The methods used to value equity securities and deferred compensation plan assets are the same as the methods used to value investment securities, discussed below.
Investment securities
Investment securities available-for-sale are recorded at fair value on a recurring basis. Level 1 securities include those traded on an active exchange, such as the New York Stock Exchange, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and money market funds. Level 2 securities include mortgage-backed securities issued by U.S. government agencies and U.S. government-sponsored entities, as well as corporate debt securities. The fair value of Level 2 securities is determined using quoted prices of securities with similar characteristics, or pricing models based on observable market data inputs, primarily interest rates, spreads and prepayment information.
Securities classified as Level 3 represent securities in less liquid markets requiring significant management assumptions when determining fair value.
Loans held-for-sale
Loans held-for-sale, included in other short-term investments on the Consolidated Balance Sheets, are recorded at the lower of cost or fair value. Loans held-for-sale may be carried at fair value on a nonrecurring basis when fair value is less than cost. The fair value is based on what secondary markets are currently offering for portfolios with similar characteristics. As such, the Corporation classifies both loans held-for-sale subjected to nonrecurring fair value adjustments and the estimated fair value of similar debt or the present value of expected cash flows. loans held-for sale as Level 2.
Loans
The Corporation considers certaindoes not record loans toat fair value on a recurring basis. However, an individual allowance may be collateral-dependent if the borrower is experiencing financial difficulty and management expects repaymentestablished for thea loan to be substantially through the operation or sale of the collateral. Forthat no longer shares risk characteristics with loan pools, typically collateral-dependent loans loss estimatesfor which reserves are based on the fair value of collateral, less estimated cost to sell (if applicable).the underlying collateral. Such loan values are reported as nonrecurring fair value measurements. Collateral values supporting individually evaluated loans are assessed quarterly and appraisals are typically obtained at least annually.evaluated quarterly. When management determines that the fair value of the collateral requires additional adjustments, either as a result of non-current appraisal value or when there is no observable market price, the Corporation classifies the loan as Level 3.
The Corporation discloses fair value estimates for loans. The estimated fair value is determined based on characteristics such as loan category, repricing features and remaining maturity, and includes prepayment and credit loss estimates. Fair values are estimated using a discounted cash flow model that employs discount rates reflecting current pricing for loans with similar maturity and risk characteristics, including credit characteristics, and the cost of equity for the portfolio at the balance sheet date. The rates take into account the expected yield curve, as well as an adjustment for prepayment risk, when applicable. The Corporation classifies the estimated fair value of loans held for investment as Level 3.
Customers’ liability on acceptances outstanding and acceptances outstanding
Customers' liability on acceptances outstanding is included in accrued income and other assets and acceptances outstanding are included in accrued expenses and other liabilities on the Consolidated Balance Sheets. Due to their short-term nature, the carrying amount of these instruments approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
Derivative assets and derivative liabilities
Derivative instruments held or issued for risk management or customer-initiated activities are traded in over-the-counter markets where quoted market prices are not readily available. Fair value for over-the-counter derivative instruments is measured on a recurring basis using internally developed models primarily based on market observable inputs, such as yield curves and option volatilities. The Corporation manages credit risk on its derivative positions based on whether the derivatives
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

are settled through a clearinghouse or bilaterally with each counterparty. For derivative positions settled on a counterparty-by-counterparty basis, the Corporation calculates credit valuation adjustments, included in the fair value of these instruments, on the basis of its relationships at the counterparty portfolio or master netting agreement level. These credit valuation adjustments are determined by applying a credit spread for the counterparty or the Corporation, as appropriate, to the total allowanceexpected exposure of the derivative after considering collateral and other master netting arrangements. These adjustments, which are considered Level 3 inputs, are based on estimates of current credit spreads to evaluate the likelihood of default. When credit valuation adjustments are significant to the overall fair value of a derivative, the Corporation classifies the over-the-counter derivative valuation in Level 3 of the fair value hierarchy; otherwise, over-the-counter derivative valuations are classified in Level 2.
Nonmarketable equity securities
The Corporation has a portfolio of indirect (through funds) private equity and venture capital investments, included in accrued income and other assets on the Consolidated Balance Sheets. The investments are accounted for loan losseseither on the cost or equity method and are individually reviewed for impairment on a quarterly basis by comparing the carrying value to the estimated fair value. These investments may be carried at fair value on a nonrecurring basis when they are deemed to be impaired and written down to fair value. Where there is sufficientnot a readily determinable fair value, the Corporation estimates fair value for indirect private equity and venture capital investments based on the net asset value, as reported by the fund.
The Corporation also holds restricted equity investments, primarily Federal Reserve Bank (FRB) and Federal Home Loan Bank (FHLB) stock. Restricted equity securities are not readily marketable and are recorded at cost (par value) in accrued income and other assets on the Consolidated Balance Sheets and evaluated for impairment based on the ultimate recoverability of the par value. No significant observable market data for these instruments is available. The Corporation considers the profitability and asset quality of the issuer, dividend payment history and recent redemption experience and believes its investments in FRB and FHLB stock are ultimately recoverable at par. Therefore, the carrying amount for these restricted equity investments approximates fair value. The Corporation classifies the estimated fair value of such investments as Level 1. The Corporation’s investment in FHLB stock totaled $138 million and $7 million at December 31, 2022 and 2021, and its investment in FRB stock totaled $85 million at both December 31, 2022 and 2021.
Other real estate
Other real estate is included in accrued income and other assets on the Consolidated Balance Sheets and includes primarily foreclosed property. Foreclosed property is initially recorded at fair value, less costs to absorb expectedsell, at the date of legal title transfer to the Corporation, establishing a new cost basis. Subsequently, foreclosed property is carried at the lower of cost or fair value, less costs to sell. Other real estate may be carried at fair value on a nonrecurring basis when fair value is less than cost. Fair value is based upon independent market prices, appraised value or management's estimate of the value of the property. When management determines that the fair value of other real estate requires additional adjustments, either as a result of a non-current appraisal or when there is no observable market price, the Corporation classifies the other real estate as Level 3.
Deposit liabilities
The estimated fair value of checking, savings and certain money market deposit accounts is represented by the amounts payable on demand. The estimated fair value of term deposits is calculated by discounting the scheduled cash flows using the period-end rates offered on these instruments. As such, the Corporation classifies the estimated fair value of deposit liabilities as Level 2.
Short-term borrowings
The carrying amount of federal funds purchased, securities sold under agreements to repurchase and other short-term borrowings approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of short-term borrowings as Level 1.
Medium- and long-term debt
    The estimated fair value of the Corporation's medium- and long-term debt is based on quoted market values when available. If quoted market values are not available, the estimated fair value is based on the market values of debt with similar characteristics. The Corporation classifies the estimated fair value of medium- and long-term debt as Level 2.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Credit-related financial instruments
Credit-related financial instruments include unused commitments to extend credit lossesand letters of credit. These instruments generate ongoing fees which are recognized over the contractual lifeterm of the portfolio. Unanticipated events impacting the economy, including political instability or global events affecting the U.S. economy, could cause changes to expectations for current conditions and economic forecasts that result in an unanticipated increase in the allowance. Significant increases in current portfolio exposures or changes in credit characteristics could also increase the amountcommitment. The carrying value of the allowance. Such events, or othersdeferred fees, which approximates fair value of similar nature, may resultthese instruments, is included in accrued expenses and other liabilities on the need for additional provision for credit losses in orderConsolidated Balance Sheets. The Corporation classifies the estimated fair value of credit-related financial instruments as Level 3.
For further information about fair value measurements refer to maintain an allowance that complies with credit risk and accounting policies.Note 2.
Loans deemed uncollectible are charged off and deducted from the allowance. Recoveries on loans previously charged off are added to the allowance.
Credit losses are not estimated for accrued interest receivable as interest that is deemed uncollectible is written off through interest income.
Allowance for Credit Losses on Lending-Related Commitments
The allowance for credit losses on lending-related commitments estimates current expected credit losses on collective pools of letters of credit and unused commitments to extend credit based on reserve factors, determined in a manner similar to
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business loans, multiplied by a probability of draw estimate based on historical experience and credit risk, applied to commitment amounts. The allowance for credit losses on lending-related commitments totaled $51 million and $30 million at December 31, 2022 and December 31, 2021, respectively.
Analysis of the Allowance for Credit Losses
The table below details net charge-offs (recoveries) as a percentage of total loans by loan category.
202220212020
(dollar amounts in millions)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)Net Loan Charge-Offs (Recoveries)Net Charge-Offs (Recoveries) Ratio (a)
Commercial$18 0.06 %$(15)(0.05 %)$198 0.62 %
Commercial mortgage  0.02 (3)(0.03)
International  0.38 — — 
Residential mortgage(1)(0.03)(2)(0.11)— — 
Consumer  0.05 0.05 
Total loans$17 0.03 %$(10)(0.02 %)$196 0.38 %
(a)Net charge-offs (recoveries) as a percentage of related average loans outstanding.
Net loan charge-offs totaled $17 million for the year ended December 31, 2022, a $27 million increase from net loan recoveries of $10 million for the year ended December 31, 2021. Commercial net charge-offs for the 2022 period included Energy net charge-offs totaling $3 million, compared to $48 million of Energy net recoveries recorded in the 2021 period, an increase of $51 million, which was partially offset by decreases of $12 million in general Middle Market and $9 million in Corporate Banking.
Allocation of the Allowance for Credit Losses
20222021
(dollar amounts in millions)Allocated
Allowance
Allowance
Ratio (a)
% (b)Allocated
Allowance
Allowance
Ratio (a)
% (b)
December 31,
Allowance for loan losses
Business loans
Commercial (c)$287 0.93 %58 %$293 1.00 %60 %
Real estate construction38 1.24 6 28 0.94 
Commercial mortgage200 1.51 25 192 1.71 23 
Lease financing6 0.78 1 0.97 
International10 0.79 2 12 0.96 
Total business loans541 1.10 92 531 1.17 92 
Retail loans
Residential mortgage32 1.74 4 24 1.36 
Consumer37 1.61 4 33 1.56 
Total retail loans69 1.67 8 57 1.47 
Total loans610 1.14 %100 %$588 1.19 %100 %
Allowance for credit losses on lending-related commitments
Business commitments40 24 
Retail commitments11 
Total commitments51 30 
Allowance for credit losses$661 1.24 %$618 1.26 %
(a)Allocated allowance as a percentage of related loans outstanding.
(b)Loans outstanding as a percentage of total loans.
(c)Includes PPP loans with a balance of $35 million and $459 million at December 31, 2022 and December 31, 2021, respectively.
For additional information regarding the allowance for credit losses, refer to the "Critical Accounting Estimates" section of this financial review and Notes 1 and 4 to the consolidated financial statements.
Nonperforming Assets
Nonperforming assets include loans on nonaccrual status, TDRs which have been renegotiated to less than the original contractual rates (reduced-rate loans) and foreclosed assets. TDRs include performing and nonperforming loans, with nonperforming TDRs on either nonaccrual or reduced-rate status. In accordance with the provisions of the Coronavirus Aid, Relief, and Economic Security Act (CARES Act), the Corporation elected not to consider qualifying COVID-19-related modifications, primarily deferrals, as TDRs and did not designate such loans as past due or nonaccrual. The temporary relief
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provided under the CARES Act applied to modifications made from the start of the COVID-19 pandemic through December 31, 2021.
Summary of Nonperforming Assets and Past Due Loans
(dollar amounts in millions)
December 3120222021
Nonaccrual loans$240 $264 
Reduced-rate loans4 
Total nonperforming loans244 268 
Foreclosed property 
Total nonperforming assets$244 $269 
Nonaccrual loans as a percentage of total loans0.45 %0.54 %
Nonperforming loans as a percentage of total loans0.46 0.54 
Nonperforming assets as a percentage of total loans and foreclosed property0.46 0.55 
Loans past due 90 days or more and still accruing$23 $27 
Nonperforming assets decreased $25 million to $244 million at December 31, 2022, from $269 million at December 31, 2021. The decrease in nonperforming assets primarily reflected a decrease of $45 million in nonaccrual business loans, partially offset by an increase of $21 million in nonaccrual retail loans, as temporary legislative relief for COVID-19-related deferrals ended on December 31, 2021. Nonperforming loans were 0.46 percent of total loans at December 31, 2022, compared to 0.54 percent at December 31, 2021. For further information regarding the composition of nonaccrual loans, refer to Note 4 to the consolidated financial statements.
The following table presents a summary of changes in nonaccrual loans.
(in millions)
Years Ended December 3120222021
Balance at beginning of period$264 $347 
Loans transferred to nonaccrual (a)132 193 
Nonaccrual loan gross charge-offs(68)(70)
Loans transferred to accrual status (a)(11)(25)
Nonaccrual loans sold(15)(34)
Payments/other (b)(62)(147)
Balance at end of period$240 $264 
(a)Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Includes net changes related to nonaccrual loans with balances less than or equal to $2 million, payments on nonaccrual loans with book balances greater than $2 million and transfers of nonaccrual loans to foreclosed property.
There were 23 borrowerswith a balance greater than $2 million, totaling $132 million, transferred to nonaccrual status in 2022, an increase of 5 borrowers compared to 18 borrowers totaling $193 million in 2021. For further information about the composition of loans transferred to nonaccrual during the current period, refer to the nonaccrual information by industry category table below.
The following table presents the composition of nonaccrual loans by balance and the related number of borrowers at December 31, 2022 and 2021.
20222021
(dollar amounts in millions)Number of
Borrowers
BalanceNumber of
Borrowers
Balance
Under $2 million475 $60 580 $63 
$2 million - $5 million14 46 14 46 
$5 million - $10 million8 58 54 
$10 million - $25 million5 76 69 
Greater than $25 million  32 
Total502 $240 607 $264 
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The following table presents a summary of nonaccrual loans at December 31, 2022 and loans transferred to nonaccrual and net loan charge-offs for the year ended December 31, 2022, based on North American Industry Classification System (NAICS) categories.
December 31, 2022Year Ended December 31, 2022
(dollar amounts in millions)Nonaccrual LoansLoans Transferred to
Nonaccrual (a)
Net Loan Charge-Offs (Recoveries)
Industry Category
Residential Mortgage$53 22 %$28 21 %$(1)(6)%
Manufacturing52 21 65 49 28 164 
Transportation & Warehousing23 10   (3)(18)
Wholesale Trade23 9     
Real Estate & Home Builders14 6   1 6 
Services11 5 9 7 (6)(35)
Retail Trade11 4 10 7 (2)(12)
Information & Communication9 4 4 3 1 6 
Mining, Quarrying and Oil & Gas Extraction7 3 6 5 3 18 
Arts, Entertainment & Recreation7 3     
Health Care & Social Assistance7 3 7 5 5 30 
Management of Companies and Enterprises6 3   (5)(29)
Other (b)17 7 3 3 (4)(24)
Total$240 100 %$132 100 %$17 100 %
(a)Based on an analysis of nonaccrual loans with book balances greater than $2 million.
(b)Consumer, excluding residential mortgage and certain personal purpose nonaccrual loans and net charge-offs, is included in the Other category.
Loans past due 90 days or more and still accruing interest generally represent loans that are well collateralized and in the process of collection. Loans past due 90 days or more decreased $4 million to $23 million at December 31, 2022, compared to $27 million at December 31, 2021. Loans past due 30-89 days increased $225 million to $378 million at December 31, 2022, compared to $153 million at December 31, 2021. Loans past due 30 days or more and still accruing interest as a percentage of total loans were 0.75 percent and 0.36 percent at December 31, 2022 and December 31, 2021, respectively. An aging analysis of loans included in Note 4 to the consolidated financial statements provides further information about the balances comprising past due loans.
The following table presents a summary of total criticized loans. The Corporation's criticized list is consistent with the Special Mention, Substandard and Doubtful categories defined by regulatory authorities. Criticized loans with balances of $2 million or more on nonaccrual status or loans with balances of $1 million or more whose terms have been modified in a TDR are individually subjected to quarterly credit quality reviews, and the Corporation may establish specific allowances for such loans. A table of loans by credit quality indicator included in Note 4 to the consolidated financial statements provides further information about the balances comprising total criticized loans.
(dollar amounts in millions)
December 3120222021
Total criticized loans$1,572 $1,573 
As a percentage of total loans2.9 %3.2 %
The $1 million decrease in criticized loans during the year ended December 31, 2022 included decreases of $90 million in Business Banking, $72 million in Corporate Banking, $60 million in Entertainment Lending and $46 million in Energy, mostly offset by increases of $121 million in Technology and Life Sciences, $99 million in general Middle Market and $53 million in Environmental Services.
For further information regarding the Corporation's nonperforming assets policies, refer to Notes 1 and 4 to the consolidated financial statements.
Concentrations of Credit Risk
Concentrations of credit risk may exist when a number of borrowers are engaged in similar activities, or activities in the same geographic region, and have similar economic characteristics that would cause them to be similarly impacted by changes in economic or other conditions. The Corporation has concentrations of credit risk with the commercial real estate and automotive industries. All other industry concentrations, as defined by management, individually represented less than 10 percent of total loans at December 31, 2022.
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Commercial Real Estate Lending
At December 31, 2022, the Corporation's commercial real estate portfolio represented 31 percent of total loans. The following table summarizes the Corporation's commercial real estate loan portfolio by loan category.
December 31, 2022December 31, 2021
(in millions)Commercial Real Estate business line (a)Other (b)TotalCommercial Real Estate business line (a)Other (b)Total
Real estate construction loans$2,505 $600 $3,105 $2,391 $557 $2,948 
Commercial mortgage loans4,681 8,625 13,306 3,338 7,917 11,255 
Total commercial real estate$7,186 $9,225 $16,411 $5,729 $8,474 $14,203 
(a)Primarily loans to real estate developers.
(b)Primarily loans secured by owner-occupied real estate.
The Corporation limits risk inherent in its commercial real estate lending activities by monitoring borrowers directly involved in the commercial real estate markets and adhering to conservative policies on loan-to-value ratios for such loans. Commercial real estate loans, consisting of real estate construction and commercial mortgage loans, totaled $16.4 billion at December 31, 2022. Of the total, $7.2 billion, or 44 percent, were to borrowers in the Commercial Real Estate business line, which includes loans to real estate developers, an increase of $1.5 billion compared to December 31, 2021. Commercial real estate loans in other business lines totaled $9.2 billion, or 56 percent, at December 31, 2022, an increase of $751 million compared to December 31, 2021. These loans consisted primarily of owner-occupied commercial mortgages, which bear credit characteristics similar to non-commercial real estate business loans. Generally, loans previously reported as real estate construction are classified as commercial mortgage loans upon receipt of a certificate of occupancy.
The real estate construction loan portfolio primarily contains loans made to long-tenured customers with satisfactory completion experience. There were no criticized real estate construction loans in the Commercial Real Estate business line at both December 31, 2022 and 2021. In other business lines, criticized real estate construction loans totaled $3 million at December 31, 2022, compared to $35 million at December 31, 2021. There were no real estate construction loan net charge-offs in the years ended December 31, 2022 and 2021.
Commercial mortgage loans are loans where the primary collateral is a lien on any real property and are primarily loans secured by owner-occupied real estate. Real property is generally considered primary collateral if the value of that collateral represents more than 50 percent of the commitment at loan approval. Loans in the commercial mortgage portfolio generally mature within three to five years. Criticized commercial mortgage loans in the Commercial Real Estate business line totaled $16 million and $29 million at December 31, 2022 and 2021, respectively. In other business lines, $151 million and $219 million of commercial mortgage loans were criticized at December 31, 2022 and 2021, respectively. There were no commercial mortgage loan net charge-offs in 2022, compared to net charge-offs of $2 million in 2021.
Automotive Lending - Dealer:
The following table presents a summary of dealer loans.
December 31, 2022December 31, 2021
(dollar amounts in millions)Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding
Percent of
Total Loans
Dealer:
Floor plan$1,379 $681 
Other3,988 3,481 
Total dealer$5,367 10.1 %$4,162 8.4 %
Substantially all dealer loans are in the National Dealer Services business line and primarily include floor plan financing and other loans to automotive dealerships. Floor plan loans, included in commercial loans in the Consolidated Balance Sheets, totaled $1.4 billion at December 31, 2022, an increase of $698 million compared to $681 million at December 31, 2021, although an imbalance in supply and demand impacted by a shortage in microchips used in automotive production continues to depress floor plan loan balances below pre-pandemic levels. At December 31, 2022 and 2021, other loans in the National Dealer Services business line totaled $4.0 billion and $3.5 billion, respectively, including $2.3 billion and $2.0 billion of owner-occupied commercial real estate mortgage loans, respectively.
There were no nonaccrual dealer loans at both December 31, 2022 and 2021. Additionally, there were no net charge-offs of dealer loans in either of the years ended December 31, 2022 and 2021.
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Automotive Lending- Production:
The following table presents a summary of loans to borrowers involved with automotive production.
December 31, 2022December 31, 2021
Loans
Outstanding
Percent of
Total Loans
Loans
Outstanding (a)
Percent of
Total Loans
(dollar amounts in millions)
Production:
Domestic$797 $789 
Foreign271 323 
Total production$1,068 2.0 %$1,112 2.3 %
(a)Excludes PPP loans.
Loans to borrowers involved with automotive production, primarily Tier 1 and Tier 2 suppliers, totaled $1.1 billion at both December 31, 2022 and 2021. These borrowers have faced, and could face in the future, financial difficulties due to disruptions in auto production as well as their supply chains and logistics operations. As such, management continues to monitor this portfolio.
There were $5 million in nonaccrual loans to borrowers involved with automotive production at December 31, 2022, compared to none at December 31, 2021. Automotive production loan net charge-offs totaled $2 million for the year ended December 31, 2022, compared to $7 million for the same period in 2021.
For further information regarding significant group concentrations of credit risk, refer to Note 5 to the consolidated financial statements.
Residential Real Estate Lending
At December 31, 2022, residential real estate loans represented 7 percent of total loans. The following table summarizes the Corporation's residential mortgage and home equity loan portfolios by geographic market.


December 31, 2022December 31, 2021
(dollar amounts in millions)Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Residential
Mortgage 
Loans
Percent of
Total
Home
Equity 
Loans
Percent of
Total
Geographic market:
Michigan$497 27 %$487 27 %$434 24 %$484 32 %
California866 48 852 48 870 49 660 43 
Texas258 14 354 20 245 14 329 21 
Other Markets193 11 83 5 222 13 60 
Total$1,814 100 %$1,776 100 %$1,771 100 %$1,533 100 %
Residential real estate loans, which consist of traditional residential mortgages and home equity loans and lines of credit, totaled $3.6 billion at December 31, 2022. The residential real estate portfolio is principally located within the Corporation's primary geographic markets. Substantially all residential real estate loans past due 90 days or more are placed on nonaccrual status, and substantially all junior lien home equity loans that are current or less than 90 days past due are placed on nonaccrual status if full collection of the senior position is in doubt. At no later than 180 days past due, such loans are charged off to current appraised values less costs to sell.
Residential mortgages totaled $1.8 billion at December 31, 2022, and were primarily larger, variable-rate mortgages originated and retained for certain private banking relationship customers. Of the $1.8 billion of residential mortgage loans outstanding, $53 million were on nonaccrual status at December 31, 2022. The home equity portfolio totaled $1.8 billion at December 31, 2022, of which 97 percent was outstanding under primarily variable-rate, interest-only home equity lines of credit, 2 percent were in amortizing status and 1 percent were closed-end home equity loans. Of the $1.8 billion of home equity loans outstanding, $15 million were on nonaccrual status at December 31, 2022. A majority of the home equity portfolio was secured by junior liens at December 31, 2022.
Energy Lending
The Corporation has a portfolio of Energy loans that are included entirely in commercial loans in the Consolidated Balance Sheets. Customers in the Corporation's Energy business line (approximately 120 relationships) are engaged in three segments of the oil and gas business: exploration and production (E&P), midstream and energy services. E&P generally includes such activities as searching for potential oil and gas fields, drilling exploratory wells and operating active wells. Commitments to E&P borrowers are generally subject to semi-annual borrowing base re-determinations based on a variety of factors including updated prices (reflecting market and competitive conditions), energy reserve levels and the impact of
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hedging. The midstream sector is generally involved in the transportation, storage and marketing of crude and/or refined oil and gas products. The Corporation's energy services customers provide products and services primarily to the E&P segment.
The following table summarizes information about the Corporation's Energy business line.
(dollar amounts in millions)20222021
December 31OutstandingsNonaccrualCriticized (a)OutstandingsNonaccrualCriticized (a)
Exploration and production (E&P)$1,149 81 %$7 $7 $971 80 %$14 $46 
Midstream253 18   212 18 — — 
Services13 1  5 21 — 12 
Total Energy business line$1,415 100 %$7 $12 $1,204 100 %$14 $58 
As a percentage of total Energy loans1 %1 %%%
(a)Includes nonaccrual loans.
Loans in the Energy business line totaled $1.4 billion, or 3 percent of total loans, at December 31, 2022, an increase of $211 million compared to December 31, 2021. Total exposure, including unused commitments to extend credit and letters of credit, was $3.4 billion (a utilization rate of 43 percent) and $2.9 billion at December 31, 2022 and December 31, 2021, respectively.
Net credit-related Energy charge-offs were $3 million for the year ended December 31, 2022, compared to net recoveries of $48 million for the year ended December 31, 2021. Nonaccrual Energy loans decreased by $7 million to $7 million at December 31, 2022, compared to $14 million at December 31, 2021. Criticized loans decreased $46 million to $12 million, or 1 percent of total criticized loans, at December 31, 2022 compared to December 31, 2021.
Leveraged Loans
Certain loans in the Corporation's commercial portfolio are considered leveraged transactions. These loans are typically used for mergers, acquisitions, business recapitalizations, refinancing and equity buyouts. To help mitigate the risk associated with these loans, the Corporation focuses on middle market companies with highly capable management teams, strong sponsors and solid track records of financial performance. Industries prone to cyclical downturns and acquisitions with a high degree of integration risk are generally avoided. Other considerations include the sufficiency of collateral, the level of balance sheet leverage and the adequacy of financial covenants. During the underwriting process, cash flows are stress-tested to evaluate the borrowers' abilities to handle economic downturns and an increase in interest rates.
The FDIC defines higher-risk commercial and industrial (HR C&I) loans for assessment purposes as loans generally with leverage of four times total debt to earnings before interest, taxes and depreciation (EBITDA) as well as three times senior debt to EBITDA, excluding certain collateralized loans.
The following table summarizes information about HR C&I loans, which represented 6 percent of total loans at both December 31, 2022 and December 31, 2021, respectively.
(in millions)
December 31
20222021
Outstandings$3,120 $2,927 
Criticized393 299 
Net loan charge-offs recorded during the years ended December 31,20 18 


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Market and Liquidity Risk
Market risk represents the risk of loss due to adverse movement in prices, including interest rates, foreign exchange rates, commodity prices and equity prices. Liquidity risk represents the risk that the Corporation does not have sufficient access to funds to maintain its normal operations at all times, or does not have the ability to raise or borrow funds at a reasonable cost at all times.
The Asset and Liability Policy Committee (ALCO) of the Corporation establishes and monitors compliance with the policies and risk limits pertaining to market and liquidity risk management activities. ALCO meets regularly to discuss and review market and liquidity risk management strategies and consists of executive and senior management from various areas of the Corporation, including treasury, finance, economics, lending, deposit gathering and risk management. Corporate Treasury mitigates market and liquidity risk under the direction of ALCO through the actions it takes to manage the Corporation's market, liquidity and capital positions.
The Corporation performs monthly liquidity stress testing to evaluate its ability to meet funding needs in hypothetical stressed environments. Such environments cover a series of scenarios, including both idiosyncratic and market-wide in nature, which vary in terms of duration and severity. The evaluation as of December 31, 2022 projected that sufficient sources of liquidity were available under each series of events.
In addition to assessing liquidity risk on a consolidated basis, Corporate Treasury also monitors the parent company's liquidity and has established liquidity coverage requirements for meeting expected obligations without the support of additional dividends from subsidiaries. ALCO's policy on liquidity risk management requires the parent company to maintain sufficient liquidity to meet expected cash obligations over a period of no less than 12 months. The Corporation had liquid assets of $1.8 billion on an unconsolidated basis at December 31, 2022.
Corporate Treasury and the Enterprise Risk Division support ALCO in measuring, monitoring and managing interest rate risk as well as all other market risks. Key activities encompass: (i) providing information and analyses of the Corporation's balance sheet structure and measurement of interest rate and all other market risks; (ii) monitoring and reporting of the Corporation's positions relative to established policy limits and guidelines; (iii) developing and presenting analyses and strategies to adjust risk positions; (iv) reviewing and presenting policies and authorizations for approval; and (v) monitoring of industry trends and analytical tools to be used in the management of interest rate and all other market and liquidity risks.
Interest Rate Risk
Net interest income is the primary source of revenue for the Corporation. Interest rate risk arises in the normal course of business due to differences in the repricing and cash flow characteristics of assets and liabilities, primarily through the Corporation's core business activities of extending loans and acquiring deposits. The Corporation's balance sheet is predominantly characterized by floating-rate loans funded by core deposits. Including the impact of interest rate swaps converting floating-rate loans to fixed, the Corporation's loan composition at December 31, 2022 was 50 percent fixed-rate, 39 percent 30-day rate (primarily BSBY, LIBOR and SOFR), 6 percent 90-day and greater rate and 5 percent prime. The composition of the loan portfolio creates sensitivity to interest rate movements due to the imbalance between the faster repricing of the floating-rate loan portfolio versus deposit products. In addition, the growth and/or contraction in the Corporation's loans and deposits may lead to changes in sensitivity to interest rate movements in the absence of mitigating actions. Examples of such actions are purchasing fixed-rate investment securities, which provide liquidity to the balance sheet and act to mitigate the inherent interest rate sensitivity, as well as hedging with interest rate swaps and options. Other mitigating factors include interest rate floors on a portion of the loan portfolio.
The Corporation actively manages its exposure to interest rate risk with the principal objective of optimizing net interest income and the economic value of equity while operating within acceptable limits established for interest rate risk and maintaining adequate levels of funding and liquidity.
Since no single measurement system satisfies all management objectives, a combination of techniques is used to manage interest rate risk. These techniques examine the impact of interest rate risk on net interest income and the economic value of equity under a variety of alternative scenarios, including changes in the level, slope and shape of the yield curve utilizing multiple simulation analyses. Simulation analyses produce only estimates of net interest income as the assumptions used are inherently uncertain. Actual results may differ from simulated results due to many factors, including, but not limited to, the timing, magnitude and frequency of changes in interest rates, market conditions, regulatory impacts and management strategies.
Sensitivity of Net Interest Income to Changes in Interest Rates
The analysis of the impact of changes in interest rates on net interest income under various interest rate scenarios is management's principal risk management technique. Management models a base-case net interest income under an unchanged interest rate environment using a static balance sheet and generates sensitivity scenarios by changing certain model
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assumptions. Each scenario includes assumptions such as loan growth, investment security prepayment levels, depositor behavior and overall balance sheet mix and growth which are in line with historical patterns. Changes in actual economic activity may result in a materially different interest rate environment as well as a balance sheet structure that is different from the changes management included in its simulation analysis. Model assumptions in the sensitivity scenarios at December 31, 2022 included for the rising rate scenario, a modest increase in loan balances and a moderate decrease in deposit balances, and for the declining rate scenario, a modest decrease in loan balances and a moderate increase in deposit balances. In addition, both scenarios assumed loan spreads held at current levels, an incremental interest-bearing deposit beta of approximately 30%, no reinvestment of securities portfolio cash flows and no additions to interest rate swaps.
The average balance of the securities portfolio included in the analysis was $19.0 billion for the year ended December 31, 2022 with an average yield of 1.97% and effective duration of 5.3 years.
The table below details components of the cash flow hedge portfolio at December 31, 2022.
Cash Flow Hedges
(dollar amounts in millions)Notional AmountWeighted Average YieldYears to Maturity (a)
Swaps under contract at December 31, 2022 (b)$26,600 2.45 %4.6 
Weighted average notional active per period:
Full year 202212,092 2.16 4.0 
First quarter 202322,145 2.34 4.4 
Second quarter 202322,384 2.36 4.6 
Third quarter 202322,018 2.38 4.7 
Fourth quarter 202322,934 2.43 4.8 
First quarter 202423,652 2.47 4.9 
Second quarter 202423,532 2.49 5.0 
Third quarter 202423,484 2.51 5.0 
Fourth quarter 202423,633 2.54 5.1 
Full year 202522,973 2.57 5.1 
(a)Years to maturity calculated from a starting date of December 31, 2022.
(b)Includes forward starting swaps of $2.6 billion starting in 2023 and $2.0 billion starting in 2024. Excluding forward starting swaps, the weighted average yield was 2.35%.
The analysis also includes interest rate swaps that convert $3.2 billion of fixed-rate medium- and long-term debt to variable rates through fair value hedges. Additionally, included in this analysis are $14.7 billion of loans that were subject to an average interest rate floor of 52 basis points at December 31, 2022. This base-case net interest income is then compared against interest rate scenarios in which short-term rates rise or decline 100 basis points (with a floor of zero percent) in a linear, parallel fashion from the base case over 12 months, resulting in an average change of 50 basis points over the period.
The table below, as of December 31, 2022 and 2021, displays the estimated impact on net interest income during the next 12 months by relating the base case scenario results to those from the rising and declining rate scenarios described above.
Estimated Annual Change
(dollar amounts in millions)20222021
December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:
Rising 100 basis points$10  %Rising 100 basis points$205 12 %
(50 basis points on average)(50 basis points on average)
Declining 100 basis points(72)(2)Declining to zero percent(46)(3)
(50 basis points on average)
Overall sensitivity to interest rate movements declined from December 31, 2021 to December 31, 2022 resulting from an increase in fixed-rate loans (including the impact of interest rate swaps) from 22 percent of the loan portfolio at December 31, 2021 to 50 percent at December 31, 2022, as well as from a decrease in non-maturity deposits. The impact on a dollar basis to declining interest rates increased primarily due to an increase in the federal funds rate, allowing for a full 100 basis point repricing of the balance sheet in the 2022 scenario, compared to 25 basis points in the 2021 scenario, as well as an increase in modeled base case net interest income. Sensitivity to rising interest rates decreased due to increased cash flow hedges and non-maturity deposit runoff but was partially offset by the increased repricing potential of floating-rate loans as they moved above their contractual floor rates.
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Sensitivity of Economic Value of Equity to Changes in Interest Rates
In addition to the simulation analysis on net interest income, an economic value of equity analysis provides an alternative view of the interest rate risk position. The economic value of equity is the difference between the estimate of the economic value of the Corporation's financial assets, liabilities and off-balance sheet instruments, derived through discounting cash flows based on actual rates at the end of the period, and the estimated economic value after applying the estimated impact of rate movements. The Corporation primarily monitors the percentage change on the base-case economic value of equity. The economic value of equity analysis is based on an immediate parallel 100 basis point shock with a floor of zero percent.
The table below, as of December 31, 2022 and December 31, 2021, displays the estimated impact on the economic value of equity from the interest rate scenario described above.
(dollar amounts in millions)20222021
December 31Amount%Amount%
Change in Interest Rates:Change in Interest Rates:
Rising 100 basis points$(417)(3 %)Rising 100 basis points$1,353 %
Declining 100 basis points627 4 Declining to zero percent(446)(3)
The sensitivity of the economic value of equity to rising rates changed from an increase as of December 31, 2021 to a reduction as of December 31, 2022 due to additional receive-fixed cash flow swaps, growth of fixed-rate securities and deposit runoff. Sensitivity to declining rates now increases economic value of equity due to the same factors.
Loans by Maturity and Interest Rate Sensitivity
The contractual maturity distribution of the loan portfolio is presented below.
Loans Maturing
(in millions)
December 31, 2022
Within One
Year (a)
After One
But Within
Five Years
After Five But Within Fifteen YearsAfter Fifteen YearsTotal
Commercial loans$12,047 $17,357 $1,377$128 $30,909 
Real estate construction loans745 2,133 2216 3,105 
Commercial mortgage loans2,346 7,287 3,64627 13,306 
Lease financing233 491 36 760 
International loans557 578 62 1,197 
Residential mortgage loans4 6 2241,580 1,814 
Consumer loans505 175 1251,506 2,311 
Total$16,437 $28,027 $5,691 $3,247 $53,402 
(a)Includes demand loans, loans having no stated repayment schedule or maturity and overdrafts.
The interest rate composition of loans with a maturity date over one year are presented below based on contractual terms.
Loans Maturing After One Year
(in millions)
December 31, 2022
Predetermined (Fixed) Interest RateFloating Interest RateTotal
Commercial loans$485 $18,377 $18,862 
Real estate construction loans23 2,337 2,360 
Commercial mortgage loans1,376 9,584 10,960 
Lease financing329 198 527 
International loans37 603 640 
Residential mortgage loans400 1,366 1,766 
Consumer loans32 1,774 1,806 
Total$2,682 $34,239 $36,921 
Risk Management Derivative Instruments
The Corporation uses investment securities and derivative instruments as asset and liability management tools with the overall objective of managing the volatility of net interest income from changes in interest rates. These tools assist management in achieving the desired interest rate risk management objectives. Activity related to derivative instruments currently involves interest rate swaps effectively converting fixed-rate medium- and long-term debt to a floating rate as well as variable rate loans to a fixed rate.
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(in millions)
Risk Management Notional Activity
Interest
Rate
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2021$8,200 $442 $8,642 
Additions3,000 8,057 11,057 
Maturities/amortizations(500)(8,047)(8,547)
Balance at December 31, 2021$10,700 $452 $11,152 
Additions (a)20,850 8,638 29,488 
Maturities/amortizations(1,800)(8,698)(10,498)
Balance at December 31, 2022$29,750 $392 $30,142 
(a)Includes $4.6 billion of forward starting receive fixed interest rate swaps that will become effective on their contractual start dates in 2023 and 2024.
The notional amount of risk management interest rate swaps totaled $29.8 billion at December 31, 2022, which included cash flow hedging strategies that convert $26.6 billion of variable-rate loans to a fixed rate as well as fair value hedging strategies that convert $3.2 billion of fixed-rate medium- and long-term debt to a floating rate. Risk management interest rate swaps generated no net interest income for the year ended December 31, 2022, compared to $163 million of net interest income generated for the year ended December 31, 2021.
In addition to interest rate swaps, the Corporation employs various other types of derivative instruments as offsetting positions to mitigate exposures to foreign currency risks associated with specific assets and liabilities (e.g., customer loans or deposits denominated in foreign currencies). Such instruments may include foreign exchange spot and forward contracts as well as foreign exchange swap agreements.
Further information regarding risk management derivative instruments is provided in Note 8 to the consolidated financial statements.
Customer-Initiated and Other Derivative Instruments
(in millions)
Customer-Initiated and Other Notional Activity
Interest
Rate
Contracts
Energy
Derivative
Contracts
Foreign
Exchange
Contracts
Totals
Balance at January 1, 2021$21,521 $3,121 $1,901 $26,543 
Additions5,370 7,992 42,173 55,535 
Maturities/amortizations(2,713)(2,790)(42,358)(47,861)
Terminations(3,178)(553)— (3,731)
Balance at December 31, 2021$21,000 $7,770 $1,716 $30,486 
Additions7,593 14,145 42,017 63,755 
Maturities/amortizations(3,017)(6,002)(41,029)(50,048)
Terminations(5,278)(1,392) (6,670)
Balance at December 31, 2022$20,298 $14,521 $2,704 $37,523 
The Corporation sells and purchases interest rate caps and floors and enters into foreign exchange contracts, interest rate swaps and energy derivative contracts to accommodate the needs of customers requesting such services. Changes in the fair value of customer-initiated and other derivatives are recognized in earnings as they occur. To limit the market risk of these activities, the Corporation generally takes offsetting positions with dealers. The notional amounts of offsetting positions are included in the table above. Customer-initiated and other notional activity represented 55 percent and 73 percent of total interest rate, energy and foreign exchange contracts at December 31, 2022 and 2021, respectively.
Further information regarding customer-initiated and other derivative instruments is provided in Note 8 to the consolidated financial statements.
LIBOR Transition
On July 27, 2017, the United Kingdom’s Financial Conduct Authority (FCA), which regulates LIBOR, publicly announced that it intends to stop persuading or compelling banks to submit LIBOR rates after 2021. Effective March 2021, the FCA confirmed that certain LIBOR tenors will no longer be supported after December 31, 2021 and that the remaining tenors, including those most commonly used by the Corporation, will cease to be supported after June 30, 2023. The Corporation has substantial exposure to LIBOR-based products, including loans and derivatives, and is preparing for a transition from LIBOR toward alternative rates.
The Corporation ceased originating LIBOR-based products in the fourth quarter of 2021 and has since reduced total LIBOR exposure by approximately 50 percent to $31.5 billion. Substantially all of the Corporation’s LIBOR exposure is
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comprised of loans, swaps and options. Of the remaining LIBOR-based products, 82 percent required no further remediation because the instruments mature prior to cessation or include fallback language.
As of December 31, 2022, there was approximately $16.0 billion of LIBOR-based loans, compared to $40.3 billion at December 31, 2021. Of these, approximately 18 percent have maturity dates prior to cessation, 46 percent mature after cessation but have fallback language and the remaining 36 percent are in process of remediation. The Corporation is confident it will complete its remediation efforts in a timely manner.
In addition to remediation activity on LIBOR-based loans, the Corporation has enacted the International Swaps and Derivatives Association (ISDA) protocols which relates to $15.5 billion of derivatives. Once events occur that trigger a fallback, the reference rate for the variable leg of the swap will fall back from LIBOR to the ISDA Fallback Rate, which is the daily SOFR plus a spread.
The Corporation's enterprise transition timelines are closely aligned with recommendations from the Alternative Reference Rates Committee for both best practices and recommended objectives. The Corporation will continue to align with industry and regulatory guidelines regarding the cessation of LIBOR as well as monitor market developments for transitioning to alternative reference rates. For a discussion of the various risks facing the Corporation in relation to the transition away from LIBOR, see the market risk discussion within “Item 1A. Risk Factors.”
Sources of Liquidity
The Corporation maintains a liquidity position that it believes will adequately satisfy its financial obligations while taking into account potential commitment draws and deposit run-off that may occur in the normal course of business. The majority of the Corporation's balance sheet is funded by customer deposits. Cash flows from loan repayments, increases in deposit accounts, activity in the securities portfolio and the purchased funds market serve as the Corporation's primary liquidity sources.
The Corporation satisfies incremental liquidity needs with either liquid assets or external funding sources. The Corporation had access to liquid assets of $20.0 billion and $35.3 billion at December 31, 2022 and December 31, 2021, respectively, which included cash on deposit with the Federal Reserve and the portion of the investment securities portfolio that the Corporation can sell without third-party consent.
In addition, the Corporation may access external funding sources when necessary, which include FHLB advances, federal funds, reverse repurchase agreements, brokered deposits and Corporation-issued bonds. The Corporation maintains a shelf registration statement with the Securities and Exchange Commission from which it may issue debt and equity securities.
Purchased funds increased to $3.4 billion at December 31, 2022, compared to $50 million at December 31, 2021, reflecting an increase in short-term FHLB advances. At December 31, 2022, the Bank had pledged loans totaling $24.5 billion which provided for up to $19.6 billion of available collateralized borrowing with the Federal Reserve Bank (FRB). The Bank is also a member of the FHLB of Dallas, Texas, which provides short- and long-term funding to its members through advances collateralized by real estate-related loans, certain government agency-backed securities and other eligible assets. Actual borrowing capacity is contingent on the amount of collateral pledged to the FHLB. At December 31, 2022, $9.5 billion of real estate-related loans were pledged to the FHLB as collateral for $3.2 billion in short-term advances and providing an additional $7.2 billion for potential future borrowings.
The ability of the Corporation and the Bank to raise funds at competitive rates is impacted by rating agencies' views of the credit quality, liquidity, capital, earnings and other relevant factors related to the Corporation and the Bank. As of December 31, 2022, the three major rating agencies had assigned the following ratings to long-term senior unsecured obligations of the Corporation and the Bank. A security rating is not a recommendation to buy, sell, or hold securities and may be subject to revision or withdrawal at any time by the assigning rating agency. Each rating should be evaluated independently of any other rating.
Comerica IncorporatedComerica Bank
December 31, 2022RatingOutlookRatingOutlook
Standard and Poor’sBBB+StableA-Stable
Moody’s Investors ServiceA3StableA3Stable
Fitch RatingsA-StableA-Stable
Potential Uses of Liquidity
Various financial obligations such as contractual obligations, unfunded commitments and deposit withdrawals may require future cash payments by the Corporation. Certain obligations are recognized on the Consolidated Balance Sheets, while others are off-balance sheet under U.S. generally accepted accounting principles.
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The following table summarizes the Corporation's material noncancelable contractual obligations and future required minimum payments. Refer to Notes 10, 11, 12, and 25 to the consolidated financial statements for further information regarding these contractual obligations.
Selected Contractual Obligations
Minimum Payments Due by Period
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Deposits without a stated maturity (a)$69,460 $69,460 
Certificates of deposit and other deposits with a stated maturity (a)1,937 1,789 $112 $31 $5 
Short-term borrowings (a)3,211 3,211    
Medium- and long-term debt (a)3,150 850 850 400 1,050 
Operating leases480 63 132 100 185 
Total contractual obligations$78,238 $75,373 $1,094 $531 $1,240 
Medium- and long-term debt (parent company only) (a) (b)$1,650 $850 $ $250 $550 
(a)Deposits and borrowings exclude accrued interest.
(b)Parent company only amounts are included in the medium- and long-term debt minimum payments above.
In addition to contractual obligations, other commercial commitments of the Corporation impact liquidity. These include unused commitments to extend credit, standby letters of credit and financial guarantees, and commercial letters of credit. The following table summarizes the Corporation's commercial commitments and expected expiration dates by period.
Commercial Commitments
Expected Expiration Dates by Period
(in millions)
December 31, 2022
TotalLess than
1 Year
1-3
Years
4-5
Years
More than
5 Years
Unused commitments to extend credit$34,817 $6,295 $14,030 $10,713 $3,779 
Standby letters of credit and financial guarantees3,712 3,347 73 230 62 
Commercial letters of credit39 39    
Total commercial commitments$38,568 $9,681 $14,103 $10,943 $3,841 
Since many of these commitments expire without being fully drawn, and each customer must continue to meet the conditions established in the contract, the total amount of these commercial commitments does not necessarily represent the future cash requirements of the Corporation. Refer to Note 8 to the consolidated financial statements for a further discussion of these commercial commitments.
Other Market Risks
Market risk related to the Corporation's trading instruments is not significant, as trading activities are limited. Certain components of the Corporation's noninterest income, primarily fiduciary income, are at risk to fluctuations in the market values of underlying assets, particularly equity and debt securities. Other components of noninterest income, primarily brokerage fees, are at risk to changes in the volume of market activity.
Operational Risk
Operational risk represents the risk of loss resulting from inadequate or failed internal processes and people, or from external events, excluding in most cases those driven by technology (see Technology Risk below). The Corporation's definition of operational risk includes fraud; employment practice and workplace safety; clients, products and business practice; business continuity or disaster recovery; execution, delivery, and process management; third party and model risks. The definition does not include strategic or reputational risks. Although operational losses are experienced by all companies and are routinely incurred in business operations, the Corporation recognizes the need to identify and control operational losses and seeks to limit losses to a level deemed appropriate by management, as outlined in the Corporation’s risk appetite statement. The appropriate risk level is determined through consideration of the nature of the Corporation's business and the environment in which it operates, in combination with the impact from, and the possible impact on, other risks faced by the Corporation. Operational risk is mitigated through a system of internal controls that are designed to keep operating risks at appropriate levels. The Operational Risk Management Committee monitors risk management techniques and systems. The Corporation has developed a framework that includes a centralized operational risk reporting function in the Enterprise Risk Division and business/support unit risk liaisons responsible for managing operational risk specific to the respective business lines.
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Technology Risk
Technology risk represents the risk of loss or adverse outcomes arising from the people, processes, applications and infrastructure that support the technology environment. The Corporation's definition of technology risk includes technology delivery risk, technology investment risk, cybersecurity risk, information security risk and information management risk. Technology risk is inclusive of the risks associated with the execution of technology processes and activities by third-party contractors and suppliers to the Corporation. Other risk types may materialize in the event of a technology risk event, such as the risk of a financial reporting error or regulatory non-compliance, and the impact of such risks are highly interdependent with operational risk.
The Technology Risk Committee, comprising senior and executive business unit managers, as well as managers responsible for technology, cybersecurity, information security and enterprise risk management, oversees technology risk. The Technology Risk Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Compliance Risk
Compliance risk represents the risk of sanctions or financial loss resulting from the Corporation's failure to comply with all applicable laws, regulations and standards of good banking practice. The impact of such risks is highly interdependent with strategic risk, as the reputational impact from compliance breaches can be severe. Activities which may expose the Corporation to compliance risk include, but are not limited to, those dealing with the prevention of money laundering, privacy and data protection, community reinvestment initiatives, fair lending, consumer protection, employment and tax matters, over-the-counter derivative activities and other regulated activities.
The Enterprise-Wide Compliance Committee, comprising senior and executive business unit managers, as well as managers responsible for compliance, audit and overall risk, oversees compliance risk. This enterprise-wide approach provides a consistent view of compliance across the organization. The Enterprise-Wide Compliance Committee also ensures that appropriate actions are implemented in business units to mitigate risk to an acceptable level.
Strategic Risk
Strategic risk represents the risk of inadequate returns or possible losses due to impairment of reputation, failure to fully develop and execute business plans, failure to assess current and new opportunities in business, markets and products, failure to determine appropriate consideration for risks accepted, and any other event not identified in the defined risk categories of credit, market and liquidity, operational, technology or compliance risks. Mitigation of the various risk elements that represent strategic risk is achieved through numerous metrics and initiatives to help the Corporation better understand, measure and report on such risks. The Executive Strategy and Pricing Committee, comprised of senior managers, oversees strategic risk and ensures that strategic risk is mitigated to appropriate levels.
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CRITICAL ACCOUNTING ESTIMATES
The Corporation’s consolidated financial statements are prepared based on the application of accounting policies, the most significant of which are described in Note 1. These policies require numerous estimates and strategic or economic assumptions, which may prove inaccurate or subject to variations. Changes in underlying factors, assumptions or estimates could have a material impact on the Corporation’s future financial condition and results of operations. At December 31, 2022, the most critical of these estimates related to the allowance for credit losses, fair value measurement, pension plan accounting and income taxes. These estimates were reviewed with the Audit Committee of the Corporation’s Board of Directors and are discussed more fully below.
ALLOWANCE FOR CREDIT LOSSES
In accordance with CECL, the allowance for credit losses, which includes both the allowance for loan losses and the allowance for credit losses on lending-related commitments, is calculated with the objective of maintaining a reserve for current expected credit losses over the remaining contractual life of the portfolio. The Corporation uses loss factors, based on estimated probability of default for internal risk ratings and loss given default, to determine the allowance for credit losses for the majority of its portfolio. Management applies loss factors to pools of loans and lending-related commitments with similar risk characteristics, calibrates these factors using economic forecasts and incorporates qualitative adjustments. For further discussion of the methodology used in the determination of the allowance for credit losses, refer to Note 1 to the consolidated financial statements. For further discussion on the economic forecast incorporated into the 2022 model, refer to the “Risk Management” section of this financial review.
Management's determination of the appropriateness of the allowance is based on periodic evaluations of the loan portfolio, lending-related commitments, current as well as forecasted economic factors and other relevant information. The calculation is inherently subjective and requires management to exercise significant judgment in developing assumptions for the estimate, the most significant of which are the loan risk rating process, development of economic forecasts and application of qualitative adjustments. Sensitivities are disclosed to demonstrate how changes in loan risk ratings and economic forecast scenarios may impact the allowance for credit losses. Sensitivities only consider changes to each specific assumption in isolation and their impact to the quantitative modeled results. They do not contemplate impacts to the qualitative framework.
Loan Risk Rating Process
Reserve factors are applied to pools of loans based on risk characteristics, including the Corporation's internal risk rating system; therefore, loss estimates are highly dependent on the accuracy of the risk rating assigned to each loan. The inherent imprecision in the risk rating system resulting from inaccuracy in assigning and/or entering risk ratings in the loan accounting system is monitored by the Corporation's asset quality review function. Changes to internal risk ratings, beyond the forecasted migration inherent in the credit models, would result in a different estimated allowance for credit losses. To illustrate, if 5 percent of the individual risk ratings were adjusted down by one rating across all pools, the allowance for loan losses as of December 31, 2022 would change by approximately $3 million.
Forecasted Economic Variables
Management selects models through which historical reserve factor estimates are calibrated to economic forecasts over the reasonable and supportable forecast period based on the projected performance of specific economic variables that statistically correlate with the probability of default and loss given default pools. Loss estimates revert to historical loss experience for contractual lives beyond the forecast period. Management selects economic variables it believes to be most relevant based on the composition of the loan portfolio and customer base, including forecasted levels of employment, gross domestic product, corporate bond and treasury spreads, industrial production levels, consumer and commercial real estate price indices as well as housing statistics.
The allowance for credit losses is highly sensitive to the economic forecasts used to develop the estimate. Due to the high level of uncertainty regarding significant assumptions, the Corporation evaluated a range of economic scenarios, including a more severe economic forecast scenario, with varying responses to current economic risks. The following table summarizes the more severe forecast scenario for the economic variables that are most impactful.


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Economic VariableMore Severe Forecast
Real GDP growthContracts through first quarter 2024, peaking at a decline of 6.6 percent annualized in second quarter 2023, subsequently improving to a 2 percent annual growth rate by the end of the forecast period.
Unemployment rateIncreases to almost 9 percent by fourth quarter 2024.
Corporate BBB bond to 10-year Treasury bond spreadsSpreads widen to a peak of over 5.5 percent before gradually narrowing to 2.5 percent by the end of the forecast period.
Oil PricesDecline to $39 per barrel by mid-2024 before improving to $46 per barrel by fourth quarter 2024.
Selecting a different forecast in the current environment could result in a significantly different estimated allowance for credit losses. To illustrate, absent model overlays and other qualitative adjustments that are part of the quarterly reserving process, if the Corporation selected the more severe scenario to inform its models, the allowance for credit losses as of December 31, 2022 would increase by approximately $308 million. However, factoring in model overlays and qualitative adjustments could result in a materially different estimate under a more severe scenario.
Qualitative Adjustments and Model Overlays
The Corporation includes qualitative adjustments, as appropriate, intended to capture the impact of uncertainties not reflected in the quantitative estimate, including foresight risk, model imprecisions and input imprecisions. Qualitative adjustments for foresight risk reflect the inherent imprecision in economic forecasts and may be included based on management’s evaluation of different forecast scenarios, ranging from more benign to more severe, and known recent events impacting the Corporation’s portfolio. Model imprecision adjustments and model overlays may be included to mitigate known limitations in the quantitative models. Input imprecision includes adjustments for portfolios where recent historical losses exceed expected losses or known recent events are expected to alter risk ratings once evidence is acquired, as well as a qualitative assessment of the lending environment, including underwriting standards, current economic and political conditions, and other factors affecting credit quality. Qualitative reserves at December 31, 2022 primarily included adjustments for uncertainties related to forecasted economic variables.
Other Considerations
To the extent actual outcomes differ from management estimates, additional provision for credit losses may be required that would adversely impact earnings in future periods. The allowance is assigned to business segments, and any earnings impact resulting from actual outcomes differing from management estimates would primarily affect the Commercial Bank segment.
FAIR VALUE MEASUREMENT
Investment securities available-for-sale, derivatives and deferred compensation plan assets and associated liabilities are recorded at fair value on a recurring basis. Additionally, from time to time, other assets and liabilities may be recorded at fair value on a nonrecurring basis, such as impaired loans that have been measured based on the fair value of the underlying collateral, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. Nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value is an estimate of the exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date and is based on the assumptions market participants would use when pricing an asset or liability. Fair value measurement and disclosure guidance establishes a three-level hierarchy for disclosure of assets and liabilities recorded at fair value. Notes 1 and 2 to the consolidated financial statements include information about the fair value hierarchy, the extent to which fair value is used to measure assets and liabilities, as well as the valuation methodologies and key inputs used.
At December 31, 2022, assets and liabilities measured using observable inputs that are classified as Level 1 or Level 2 represented close to 100 percent and 99 percent of total assets and liabilities recorded at fair value, respectively. Valuations generated from model-based techniques that use at least one significant assumption not observable in the market are considered Level 3 and reflect estimates of assumptions market participants would use in pricing the asset or liability. The valuation of Level 3 assets and liabilities are considered critical accounting estimates.
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PENSION PLAN ACCOUNTING
The Corporation has a qualified and a non-qualified defined benefit pension plan. Effective January 1, 2017, benefits are calculated using a cash balance formula based on years of service, age, compensation and an interest credit based on the 30-year Treasury rate. Participants under age 60 as of December 31, 2016 are eligible to receive a frozen final average pay benefit in addition to amounts earned under the cash balance formula. Participants age 60 or older as of December 31, 2016 continue to be eligible for a final average pay benefit. The Corporation makes assumptions concerning future events that will determine the amount and timing of required benefit payments, funding requirements and defined benefit pension expense. The major assumptions are the discount rate used in determining the current benefit obligation, the long-term rate of return expected on plan assets, mix of assets within the portfolio and the projected mortality rate.
The discount rate is determined by matching the expected cash flows of the pension plans to a portfolio of high quality corporate bonds as of the measurement date, December 31. The long-term rate of return expected on plan assets is set after considering both long-term returns in the general market and long-term returns experienced by the assets in the plan. The current target asset allocation model for the plans is provided in Note 17 to the consolidated financial statements. The expected returns on these various asset categories are blended to derive one long-term return assumption. The assets are primarily invested in certain collective investment funds, common stocks, U.S. Treasury and other U.S. government agency securities, as well as corporate and municipal bonds and notes. Mortality rate assumptions are based on mortality tables published by third-parties such as the Society of Actuaries, considering other available information including historical data as well as studies and publications from reputable sources.
The Corporation reviews its pension plan assumptions on an annual basis with its actuarial consultants to determine if the assumptions are reasonable and adjusts the assumptions to reflect changes in future expectations. The major assumptions used to calculate 2023 and 2022 defined benefit plan pension expense (benefit) were as follows:
2023 2022 
Discount rate5.60 %2.96 %
Long-term rate of return on plan assets6.50 %6.50 %
Mortality table:
Base table (a)Pri-2012Pri-2012
Mortality improvement scale (a)MP-2020MP-2020
(a)Issued by the Society of Actuaries
Defined benefit plan benefit is expected to decrease $64 million to approximately $25 million in 2023, compared to a benefit of $89 million in 2022. This includes service cost expense of $34 million and a benefit from other components of $59 million. Service costs are included in salaries and benefits expense, while the benefit from other components are included in other noninterest expenses on the Consolidated Statements of Income.
The Corporation’s pension plan is most sensitive to changes in discount rate and long-term rate of return. A change to the discount rate implies a corresponding change in interest rates that affect the value of the plan’s fixed income assets. An increase of 25 basis points to the discount rate, including the effect of higher interest rates on the plan’s fixed income assets, would result in a net increase to pension expense of $11 million, while a decrease of 25 basis points would reduce pension expense by $11 million. Increasing the long-term rate of return by 25 basis points would reduce pension expense by $6 million, while a decrease of 25 basis points would increase pension expense by $6 million.
Due to the long-term nature of pension plan assumptions, actual results may differ significantly from the actuarial-based estimates. Differences resulting in actuarial gains or losses are required to be recorded in shareholders' equity as part of accumulated other comprehensive loss and amortized to defined benefit pension expense in future years. Refer to Note 17 to the consolidated financial statements for further information.
INCOME TAXES
The provision for income taxes is the sum of income taxes due for the current year and deferred taxes. Deferred taxes arise from temporary differences between the income tax basis and financial accounting basis of assets and liabilities. Accrued taxes represent the net estimated amount due to or to be received from taxing jurisdictions, currently or in the future, and are included in accrued income and other assets or accrued expenses and other liabilities on the Consolidated Balance Sheets.
Included in net deferred taxes are deferred tax assets. Deferred tax assets are evaluated for realization based on available evidence of projected future reversals of existing taxable temporary differences, assumptions made regarding future events and, when applicable, state loss carryback capacity. A valuation allowance is provided when it is more-likely-than-not that some portion of the deferred tax asset will not be realized. Determining whether deferred tax assets are realizable is subjective and requires the use of significant judgment.
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The Corporation assesses the relative risks and merits of tax positions for various transactions after considering statutes, regulations, judicial precedent and other available information and maintains tax accruals consistent with these assessments. This assessment is complex and requires judgment. The Corporation is subject to audit by taxing authorities that could question and/or challenge the tax positions taken by the Corporation. Changes in the estimate of accrued taxes occur due to changes in tax law, interpretations of existing tax laws, new judicial or regulatory guidance, and the status of examinations conducted by taxing authorities that impact the relative risks and merits of tax positions taken by the Corporation. These changes, when they occur, impact the estimate of accrued taxes and could be significant to the operating results of the Corporation. For further information on tax accruals and related risks, see Note 18 to the consolidated financial statements.

SUPPLEMENTAL FINANCIAL DATA
The Corporation believes non-GAAP measures are meaningful because they reflect adjustments commonly made by management, investors, regulators and analysts to evaluate the adequacy of common equity and our performance trends.
Pre-tax, pre-provision net revenue (PPNR) is a measure that the Corporation uses to understand fundamental operating performance before credit-related and tax expenses.
Tangible common equity is used by the Corporation to measure the quality of capital and the return relative to balance sheet risk.
Common equity tier 1 capital ratio removes preferred stock from the Tier 1 capital ratio as defined by and calculated in conformity with bank regulations. The tangible common equity ratio removes the effect of intangible assets from capital and total assets. Tangible common equity per share of common stock removes the effect of intangible assets from common shareholders' equity per share of common stock. The Corporation believes that the presentation of tangible common equity adjusted for the impact of accumulated other comprehensive loss provides a greater understanding of ongoing operations and enhances comparability with prior periods.

The following table provides a reconciliation of non-GAAP financial measures and regulatory ratios used in this financial review with financial measures defined by GAAP.
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(dollar amounts in millions)
December 3120222021
Pre-tax, Pre-provision Net Revenue (PPNR):
Net income$1,151 $1,168 
Add:
Provision for income taxes325 322 
Provision for credit losses60 (384)
PPNR$1,536 $1,106 
Common Equity Tier 1 Capital:
Tier 1 capital$8,278 $7,458 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common equity tier 1 capital$7,884 $7,064 
Risk-weighted assets$78,871 $69,708 
Tier 1 capital ratio10.50 %10.70 %
Common equity tier 1 capital ratio10.00 10.13 
Tangible Common Equity Ratio:
Total shareholders' equity$5,181 $7,897 
Less:
Fixed-rate reset non-cumulative perpetual preferred stock394 394 
Common shareholders' equity$4,787 $7,503 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible common equity$4,143 $6,857 
Total assets$85,406 $94,616 
Less:
Goodwill635 635 
Other intangible assets9 11 
Tangible assets$84,762 $93,970 
Common equity ratio5.60 %7.93 %
Tangible common equity ratio4.89 7.30 
Tangible Common Equity per Share of Common Stock:
Common shareholders' equity$4,787 $7,503 
Tangible common equity4,143 6,857 
Shares of common stock outstanding (in millions)131 131 
Common shareholders' equity per share of common stock$36.55 $57.41 
Tangible common equity per share of common stock31.62 52.46 
Impact of Accumulated Other Comprehensive Loss to Tangible Common Equity:
Accumulated other comprehensive loss (AOCI)(3,742)(212)
Tangible common equity, excluding AOCI7,885 7,069 
Tangible common equity ratio, excluding AOCI9.30 %7.52 %
Tangible common equity per share of common stock, excluding AOCI$60.19 54.08
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FORWARD-LOOKING STATEMENTS
This report includes forward-looking statements as defined in the Private Securities Litigation Reform Act of 1995. In addition, the Corporation may make other written and oral communications from time to time that contain such statements. All statements regarding the Corporation's expected financial position, strategies and growth prospects as well as general economic conditions expected to exist in the future are forward-looking statements. The words, “anticipates,” “believes,” "contemplates," “feels,” “expects,” “estimates,” “seeks,” “strives,” “plans,” “intends,” “outlook,” “forecast,” “position,” “target,” “mission,” “assume,” “achievable,” “potential,” “strategy,” “goal,” “aspiration,” “opportunity,” “initiative,” “outcome,” “continue,” “remain,” “maintain,” "on track," “trend,” “objective,” “looks forward,” "projects," "models" and variations of such words and similar expressions, or future or conditional verbs such as “will,” “would,” “should,” “could,” “might,” “can,” “may” or similar expressions, as they relate to the Corporation or its management, are intended to identify forward-looking statements. The Corporation cautions that forward-looking statements are subject to numerous assumptions, risks and uncertainties, which change over time. Forward-looking statements speak only as of the date the statement is made, and the Corporation does not undertake to update forward-looking statements to reflect facts, circumstances, assumptions or events that occur after the date the forward-looking statements are made. Actual results could differ materially from those anticipated in forward-looking statements and future results could differ materially from historical performance.
In addition to factors mentioned elsewhere in this report or previously disclosed in the Corporation's SEC reports (accessible on the SEC's website at www.sec.gov or on the Corporation's website at www.comerica.com), actual results could differ materially from forward-looking statements and future results could differ materially from historical performance due to a variety of reasons, including but not limited to, the following factors:
changes in customer behavior may adversely impact the Corporation's business, financial condition and results of operations;
unfavorable developments concerning credit quality could adversely affect the Corporation's financial results;
declines in the businesses or industries of the Corporation's customers could cause increased credit losses or decreased loan balances, which could adversely affect the Corporation;
governmental monetary and fiscal policies may adversely affect the financial services industry, and therefore impact the Corporation's financial condition and results of operations;
fluctuations in interest rates and their impact on deposit pricing could adversely affect the Corporation's net interest income and balance sheet;
developments impacting LIBOR and other interest rate benchmarks could adversely affect the Corporation;
the Corporation must maintain adequate sources of funding and liquidity to meet regulatory expectations, support its operations and fund outstanding liabilities;
reduction in the Corporation's credit ratings could adversely affect the Corporation and/or the holders of its securities;
the soundness of other financial institutions could adversely affect the Corporation;
security risks, including denial of service attacks, hacking, social engineering attacks targeting the Corporation’s colleagues and customers, malware intrusion or data corruption attempts, and identity theft, could result in the disclosure of confidential information;
cybersecurity and data privacy are areas of heightened legislative and regulatory focus;
the Corporation’s operational or security systems or infrastructure, or those of third parties, could fail or be breached;
the Corporation relies on other companies to provide certain key components of its delivery systems, and certain failures could materially adversely affect operations;
legal and regulatory proceedings and related financial services industry matters, including those directly involving the Corporation and its subsidiaries, could adversely affect the Corporation or the financial services industry in general;
the Corporation may incur losses due to fraud;
controls and procedures may fail to prevent or detect all errors or acts of fraud;
changes in regulation or oversight, or changes in Comerica’s status with respect to existing regulations or oversight, may have a material adverse impact on the Corporation's operations;
compliance with more stringent capital requirements may adversely affect the Corporation;
the impacts of future legislative, administrative or judicial changes or interpretations to tax regulations are unknown;
damage to the Corporation’s reputation could damage its businesses;
the Corporation may not be able to utilize technology to develop, market and deliver new products and services to its customers;
competitive product and pricing pressures within the Corporation's markets may change;
the introduction, implementation, withdrawal, success and timing of business initiatives and strategies may be less successful or may be different than anticipated, which could adversely affect the Corporation's business;
management's ability to maintain and expand customer relationships may differ from expectations;
management's ability to retain key officers and employees may change;
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any future strategic acquisitions or divestitures may present certain risks to the Corporation's business and operations;
general political, economic or industry conditions, either domestically or internationally, may be less favorable than expected;
inflation could negatively impact the Corporation's business, profitability and stock price;
methods of reducing risk exposures might not be effective;
catastrophic events, including pandemics, may adversely affect the general economy, financial and capital markets, specific industries, and the Corporation;
climate change manifesting as physical or transition risks could adversely affect the Corporation's operations, businesses and customers;
changes in accounting standards could materially impact the Corporation's financial statements;
the Corporation's accounting policies and processes are critical to the reporting of financial condition and results of operations and require management to make estimates about matters that are uncertain; and
the Corporation's stock price can be volatile.
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CONSOLIDATED BALANCE SHEETS
Comerica Incorporated and Subsidiaries
(in millions, except share data)
December 3120222021
ASSETS
Cash and due from banks$1,758 $1,236 
Interest-bearing deposits with banks4,524 21,443 
Other short-term investments157 197 
Investment securities available-for-sale19,012 16,986 
Commercial loans30,909 29,366 
Real estate construction loans3,105 2,948 
Commercial mortgage loans13,306 11,255 
Lease financing760 640 
International loans1,197 1,208 
Residential mortgage loans1,814 1,771 
Consumer loans2,311 2,097 
Total loans53,402 49,285 
Allowance for loan losses(610)(588)
Net loans52,792 48,697 
Premises and equipment400 454 
Accrued income and other assets6,763 5,603 
Total assets$85,406 $94,616 
LIABILITIES AND SHAREHOLDERS’ EQUITY
Noninterest-bearing deposits$39,945 $45,800 
Money market and interest-bearing checking deposits26,290 31,349 
Savings deposits3,225 3,167 
Customer certificates of deposit1,762 1,973 
Other time deposits124 — 
Foreign office time deposits51 50 
Total interest-bearing deposits31,452 36,539 
Total deposits71,397 82,339 
Short-term borrowings3,211 — 
Accrued expenses and other liabilities2,593 1,584 
Medium- and long-term debt3,024 2,796 
Total liabilities80,225 86,719 
Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:
Authorized - 4,000 shares
Issued - 4,000 shares394 394 
Common stock - $5 par value:
Authorized - 325,000,000 shares
Issued - 228,164,824 shares1,141 1,141 
Capital surplus2,220 2,175 
Accumulated other comprehensive loss(3,742)(212)
Retained earnings11,258 10,494 
Less cost of common stock in treasury - 97,197,962 shares at 12/31/2022 and 97,476,872 shares at 12/31/2021(6,090)(6,095)
Total shareholders’ equity5,181 7,897 
Total liabilities and shareholders’ equity$85,406 $94,616 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF INCOME
Comerica Incorporated and Subsidiaries
(in millions, except per share data)
Years Ended December 31202220212020
INTEREST INCOME
Interest and fees on loans$2,153 $1,594 $1,773 
Interest on investment securities414 280 291 
Interest on short-term investments105 27 29 
Total interest income2,672 1,901 2,093 
INTEREST EXPENSE
Interest on deposits102 22 101 
Interest on short-term borrowings17 — 
Interest on medium- and long-term debt87 35 80 
Total interest expense206 57 182 
Net interest income2,466 1,844 1,911 
Provision for credit losses60 (384)537 
Net interest income after provision for credit losses2,406 2,228 1,374 
NONINTEREST INCOME
Card fees273 298 270 
Fiduciary income233 231 209 
Service charges on deposit accounts195 195 185 
Commercial lending fees109 104 77 
Derivative income109 99 67 
Bank-owned life insurance47 43 44 
Letter of credit fees38 40 37 
Brokerage fees21 14 21 
Other noninterest income43 99 91 
Total noninterest income1,068 1,123 1,001 
NONINTEREST EXPENSES
Salaries and benefits expense1,208 1,133 1,019 
Outside processing fee expense251 266 242 
Occupancy expense175 161 156 
Software expense161 155 154 
Equipment expense50 50 49 
Advertising expense38 35 35 
FDIC insurance expense31 22 33 
Other noninterest expenses84 39 66 
Total noninterest expenses1,998 1,861 1,754 
Income before income taxes1,476 1,490 621 
Provision for income taxes325 322 124 
NET INCOME1,151 1,168 497 
Less:
Income allocated to participating securities6 
Preferred stock dividends23 23 13 
Net income attributable to common shares$1,122 $1,140 $482 
Earnings per common share:
Basic$8.56 $8.45 $3.45 
Diluted8.47 8.35 3.43 
Cash dividends declared on common stock356 365 378 
Cash dividends declared per common share2.72 2.72 2.72 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
Comerica Incorporated and Subsidiaries
(in millions)
Years Ended December 31202220212020
NET INCOME$1,151 $1,168 $497 
OTHER COMPREHENSIVE (LOSS) INCOME
Unrealized (losses) gains on investment securities:
Net unrealized holding (losses) gains arising during the period(2,903)(406)191 
Change in net unrealized (losses) gains before income taxes(2,903)(406)191 
Net (losses) gains on cash flow hedges:
Net cash flow hedge (losses) gains arising during the period before income taxes(1,329)(35)229 
Less: Net cash flow hedge (losses) gains recognized in interest and fees on loans before taxes(25)95 70 
Change in net cash flow hedge (losses) gains before income taxes(1,304)(130)159 
Defined benefit pension and other postretirement plans adjustment:
Actuarial (loss) gain arising during the period(415)159 128 
Prior service credit arising during the period — 
Adjustments for amounts recognized as components of net periodic benefit cost:
Amortization of actuarial net loss28 40 47 
Amortization of prior service credit(23)(25)(27)
Change in defined benefit pension and other postretirement plans adjustment before income taxes(410)175 148 
Total other comprehensive (loss) income before income taxes(4,617)(361)498 
(Benefit) provision for income taxes(1,087)(85)118 
Total other comprehensive (loss) income, net of tax(3,530)(276)380 
COMPREHENSIVE (LOSS) INCOME$(2,379)$892 $877 
See notes to consolidated financial statements.
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CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY
Comerica Incorporated and Subsidiaries
Accumulated
NonredeemableCommon StockOtherTotal
PreferredSharesCapitalComprehensiveRetainedTreasuryShareholders'
(in millions, except per share data)StockOutstandingAmountSurplus(Loss) IncomeEarningsStockEquity
BALANCE AT DECEMBER 31, 2019$— 142.1 $1,141 $2,174 $(316)$9,619 $(5,291)$7,327 
Cumulative effect of change in accounting principles— — — — — 13 — 13 
Net income— — — — — 497 — 497 
Other comprehensive income, net of tax— — — — 380 — — 380 
Cash dividends declared on common stock ($2.72 per share)— — — — — (378)— (378)
Cash dividends declared on preferred stock— — — — — (13)— (13)
Purchase of common stock— (3.4)— — — — (194)(194)
Issuance of preferred stock394 — — — — — — 394 
Net issuance of common stock under employee stock plans— 0.5 — (13)— (11)24 — 
Share-based compensation— — — 24 — — — 24 
BALANCE AT DECEMBER 31, 2020$394 139.2 $1,141 $2,185 $64 $9,727 $(5,461)$8,050 
Net income— — — — — 1,168 — 1,168 
Other comprehensive loss, net of tax— — — — (276)— — (276)
Cash dividends declared on common stock ($2.72 per share)— — — — — (365)— (365)
Cash dividends declared on preferred stock— — — — — (23)— (23)
Purchase of common stock— (9.5)— (24)— — (699)(723)
Net issuance of common stock under employee stock plans— 1.0 — (27)— (13)65 25 
Share-based compensation— — — 41 — — — 41 
BALANCE AT DECEMBER 31, 2021$394 130.7 $1,141 $2,175 $(212)$10,494 $(6,095)$7,897 
Net income     1,151  1,151 
Other comprehensive loss, net of tax    (3,530)  (3,530)
Cash dividends declared on common stock ($2.72 per share)     (356) (356)
Cash dividends declared on preferred stock     (23) (23)
Purchase of common stock (0.4)    (36)(36)
Net issuance of common stock under employee stock plans 0.7  (15) (8)41 18 
Share-based compensation   60    60 
BALANCE AT DECEMBER 31, 2022$394 131.0 $1,141 $2,220 $(3,742)$11,258 $(6,090)$5,181 
See notes to consolidated financial statements.


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CONSOLIDATED STATEMENTS OF CASH FLOWS
Comerica Incorporated and Subsidiaries

(in millions)
Years Ended December 31202220212020
OPERATING ACTIVITIES
Net income$1,151 $1,168 $497 
Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit losses60 (384)537 
(Benefit) provision for deferred income taxes(27)79 (82)
Depreciation and amortization92 99 108 
Net periodic defined benefit credit(91)(81)(55)
Share-based compensation expense60 41 24 
Net amortization of securities30 36 15 
Net gains on sales of foreclosed property(2)— (1)
Net change in:
Accrued income receivable(152)13 25 
Accrued expenses payable131 132 (29)
Other, net(614)(469)(111)
Net cash provided by operating activities638 634 928 
INVESTING ACTIVITIES
Investment securities available-for-sale:
Maturities and redemptions2,511 5,536 3,350 
Purchases(7,470)(7,936)(5,804)
Net change in loans(4,824)4,067 (2,136)
Proceeds from sales of foreclosed property3 
Net increase in premises and equipment(82)(70)(79)
Federal Home Loan Bank stock:
Purchases(131)— (51)
Redemptions 115 92 
Proceeds from bank-owned life insurance settlements39 16 20 
Other, net2 (13)
Net cash (used in) provided by investing activities(9,952)1,723 (4,602)
FINANCING ACTIVITIES
Net change in:
Deposits(10,401)8,438 15,554 
Short-term borrowings3,211 — (71)
Medium- and long-term debt:
Maturities and redemptions (2,800)(1,675)
Issuances and advances500 — — 
Preferred stock:
Issuance — 394 
Cash dividends paid(23)(23)(8)
Common stock:
Repurchases(43)(729)(199)
Cash dividends paid(353)(369)(375)
Issuances under employee stock plans28 34 
Other, net(2)(1)
Net cash (used in) provided by financing activities(7,083)4,555 13,623 
Net (decrease) increase in cash and cash equivalents(16,397)6,912 9,949 
Cash and cash equivalents at beginning of period22,679 15,767 5,818 
Cash and cash equivalents at end of period$6,282 $22,679 $15,767 
Interest paid$130 $57 $203 
Income taxes paid277 157 141 
See notes to consolidated financial statements.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

NOTE 1 - BASIS OF PRESENTATION AND ACCOUNTING POLICIES
Organization
Comerica Incorporated (the Corporation) is a registered financial holding company headquartered in Dallas, Texas. The Corporation’s major business segments are the Commercial Bank, the Retail Bank and Wealth Management. For further discussion of each business segment, refer to Note 22. The Corporation and its banking subsidiaries are regulated at both the state and federal levels.
The accounting and reporting policies of the Corporation conform to United States (U.S.) generally accepted accounting principles (GAAP). The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect reported amounts and disclosures. Actual results could differ from these estimates. Certain amounts in the financial statements for prior years have been reclassified to conform to the current financial statement presentation.
The following summarizes the significant accounting policies of the Corporation applied in the preparation of the accompanying consolidated financial statements.
Principles of Consolidation
The consolidated financial statements include the accounts of the Corporation and the accounts of those subsidiaries that are majority owned and in which the Corporation has a controlling financial interest. The Corporation consolidates entities not determined to be variable interest entities (VIEs) when it holds a controlling financial interest and applies the cost or equity method when it holds less than a controlling financial interest. In consolidation, all significant intercompany accounts and transactions are eliminated. The results of operations of companies acquired are included from the date of acquisition.
The Corporation holds investments in certain legal entities that are considered VIEs. In general, a VIE is an entity that either (1) has an insufficient amount of equity to carry out its principal activities without additional subordinated financial support, (2) has a group of equity owners that are unable to make significant decisions about its activities, or (3) has a group of equity owners that do not have the obligation to absorb losses or the right to receive returns generated by its operations. If any of these characteristics are present, the entity is subject to a variable interests consolidation model, and consolidation is based on variable interests, not on voting interests. Variable interests are defined as contractual ownership or other economic interests in an entity that change with fluctuations in the entity’s net asset value. The primary beneficiary, which is required to consolidate the VIE, is defined as the party that has both the power to direct the activities of the VIE that most significantly impact the entity’s economic performance and the obligation to absorb losses or the right to receive benefits that could be significant to the VIE. The maximum potential exposure to losses relative to investments in VIEs is generally limited to the sum of the outstanding book basis and unfunded commitments for future investments.
The Corporation evaluates its investments in VIEs, both at inception and when there is a change in circumstances that requires reconsideration, to determine if the Corporation is the primary beneficiary and consolidation is required. The Corporation accounts for unconsolidated VIEs using either the proportional, cost or equity method. These investments comprise investments in community development projects which generate tax credits to their investors and are included in accrued income and other assets on the Consolidated Balance Sheets.
The proportional method is used for investments in affordable housing projects that qualify for the low-income housing tax credit (LIHTC). The equity method is used for other investments where the Corporation has the ability to exercise significant influence over the entity’s operation and financial policies. Other unconsolidated equity investments that do not meet the criteria to be accounted for under the equity method are accounted for under the cost method. Amortization and other write-downs of LIHTC investments are presented on a net basis as a component of the provision for income taxes, while income, amortization and write-downs from cost and equity method investments are recorded in other noninterest income on the Consolidated Statements of Income.
Assets held in an agency or fiduciary capacity are not assets of the Corporation and are not included in the consolidated financial statements.
See Note 9 for additional information about the Corporation’s involvement with VIEs.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Fair Value Measurements
The Corporation utilizes fair value measurements to record fair value adjustments to certain assets and liabilities and to determine fair value disclosures. The determination of fair values of financial instruments often requires the use of estimates. In cases where quoted market values in an active market are not available, the Corporation uses present value techniques and other valuation methods to estimate the fair values of its financial instruments. These valuation methods require considerable judgment and the resulting estimates of fair value can be significantly affected by the assumptions made and methods used.
Fair value is an estimate of the exchange price that would be received to sell an asset or paid to transfer a liability in an orderly transaction (i.e., not a forced transaction, such as a liquidation or distressed sale) between market participants at the measurement date. Fair value is based on the assumptions market participants would use when pricing an asset or liability.
Investment securities available-for-sale, derivatives, deferred compensation plans and equity securities with readily determinable fair values (primarily money market mutual funds) are recorded at fair value on a recurring basis. Additionally, from time to time, the Corporation may be required to record other assets and liabilities at fair value on a nonrecurring basis, such as impaired loans, other real estate (primarily foreclosed property), nonmarketable equity securities and certain other assets and liabilities. These nonrecurring fair value adjustments typically involve write-downs of individual assets or application of lower of cost or fair value accounting.
Fair value measurements and disclosures guidance establishes a three-level fair value hierarchy based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. The fair value hierarchy gives the highest priority to quoted prices in active markets and the lowest priority to unobservable data. Fair value measurements are separately disclosed by level within the fair value hierarchy. For assets and liabilities recorded at fair value, it is the Corporation’s policy to maximize the use of observable inputs and minimize the use of unobservable inputs when developing fair value measurements.
Level 1Valuation is based upon quoted prices for identical instruments traded in active markets.
Level 2Valuation is based upon quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are less active, and model-based valuation techniques for which all significant assumptions are observable in the market.
Level 3Valuation is generated from model-based techniques that use at least one significant assumption not observable in the market. These unobservable assumptions reflect estimates of assumptions that market participants would use in pricing the asset or liability. Valuation techniques include use of option pricing models, discounted cash flow models and similar techniques.
The Corporation generally utilizes third-party pricing services to value Level 1 and Level 2 securities. Management reviews the methodologies and assumptions used by the third-party pricing services and evaluates the values provided, principally by comparison with other available market quotes for similar instruments and/or analysis based on internal models using available third-party market data. The Corporation may occasionally adjust certain values provided by the third-party pricing service when management believes, as the result of its review, that the adjusted price most appropriately reflects the fair value of the particular security.
Fair value measurements for assets and liabilities where limited or no observable market data exists are based primarily upon estimates, often calculated based on the economic and competitive environment, the characteristics of the asset or liability and other factors. Therefore, the results cannot be determined with precision and may not be realized in an actual sale or immediate settlement of the asset or liability. Additionally, there may be inherent weaknesses in any calculation technique so that changes in the underlying assumptions used, including discount rates and estimates of future cash flows, could significantly affect the results of current or future values.
Following are descriptions of the valuation methodologies and key inputs used to measure financial assets and liabilities recorded at fair value, as well as a description of the methods and significant assumptions used to estimate fair value disclosures for financial instruments not recorded at fair value in their entirety on a recurring basis. The descriptions include an indication of the level of the fair value hierarchy in which the assets or liabilities are classified.
Cash and due from banks, federal funds sold and interest-bearing deposits with banks
Due to their short-term nature, the carrying amount of these instruments approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Deferred compensation plan assets and liabilities as well as equity securities with a readily determinable fair value
The Corporation holds a portfolio of securities that includes equity securities and assets held related to deferred compensation plans. Securities and associated deferred compensation plan liabilities are recorded at fair value on a recurring basis and included in other short-term investments and accrued expenses and other liabilities, respectively, on the Consolidated Balance Sheets. Level 1 securities include assets related to deferred compensation plans, which are invested in mutual funds, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and other securities traded on an active exchange, such as the New York Stock Exchange. Level 2 securities include municipal bonds and mortgage-backed securities issued by U.S. government-sponsored entities and corporate debt securities. Deferred compensation plan liabilities represent the fair value of the obligation to the plan participant, which corresponds to the fair value of the invested assets. The methods used to value equity securities and deferred compensation plan assets are the same as the methods used to value investment securities, discussed below.
Investment securities
Investment securities available-for-sale are recorded at fair value on a recurring basis. Level 1 securities include those traded on an active exchange, such as the New York Stock Exchange, U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets and money market funds. Level 2 securities include mortgage-backed securities issued by U.S. government agencies and U.S. government-sponsored entities, as well as corporate debt securities. The fair value of Level 2 securities is determined using quoted prices of securities with similar characteristics, or pricing models based on observable market data inputs, primarily interest rates, spreads and prepayment information.
Securities classified as Level 3 represent securities in less liquid markets requiring significant management assumptions when determining fair value.
Loans held-for-sale
Loans held-for-sale, included in other short-term investments on the Consolidated Balance Sheets, are recorded at the lower of cost or fair value. Loans held-for-sale may be carried at fair value on a nonrecurring basis when fair value is less than cost. The fair value is based on what secondary markets are currently offering for portfolios with similar characteristics. As such, the Corporation classifies both loans held-for-sale subjected to nonrecurring fair value adjustments and the estimated fair value of loans held-for sale as Level 2.
Loans
The Corporation does not record loans at fair value on a recurring basis. However, an individual allowance may be established for a loan that no longer shares risk characteristics with loan pools, typically collateral-dependent loans for which reserves are based on the fair value of the underlying collateral. Such loan values are reported as nonrecurring fair value measurements. Collateral values supporting individually evaluated loans are evaluated quarterly. When management determines that the fair value of the collateral requires additional adjustments, either as a result of non-current appraisal value or when there is no observable market price, the Corporation classifies the loan as Level 3.
The Corporation discloses fair value estimates for loans. The estimated fair value is determined based on characteristics such as loan category, repricing features and remaining maturity, and includes prepayment and credit loss estimates. Fair values are estimated using a discounted cash flow model that employs discount rates reflecting current pricing for loans with similar maturity and risk characteristics, including credit characteristics, and the cost of equity for the portfolio at the balance sheet date. The rates take into account the expected yield curve, as well as an adjustment for prepayment risk, when applicable. The Corporation classifies the estimated fair value of loans held for investment as Level 3.
Customers’ liability on acceptances outstanding and acceptances outstanding
Customers' liability on acceptances outstanding is included in accrued income and other assets and acceptances outstanding are included in accrued expenses and other liabilities on the Consolidated Balance Sheets. Due to their short-term nature, the carrying amount of these instruments approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of these instruments as Level 1.
Derivative assets and derivative liabilities
Derivative instruments held or issued for risk management or customer-initiated activities are traded in over-the-counter markets where quoted market prices are not readily available. Fair value for over-the-counter derivative instruments is measured on a recurring basis using internally developed models primarily based on market observable inputs, such as yield curves and option volatilities. The Corporation manages credit risk on its derivative positions based on whether the derivatives
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

are settled through a clearinghouse or bilaterally with each counterparty. For derivative positions settled on a counterparty-by-counterparty basis, the Corporation calculates credit valuation adjustments, included in the fair value of these instruments, on the basis of its relationships at the counterparty portfolio or master netting agreement level. These credit valuation adjustments are determined by applying a credit spread for the counterparty or the Corporation, as appropriate, to the total expected exposure of the derivative after considering collateral and other master netting arrangements. These adjustments, which are considered Level 3 inputs, are based on estimates of current credit spreads to evaluate the likelihood of default. When credit valuation adjustments are significant to the overall fair value of a derivative, the Corporation classifies the over-the-counter derivative valuation in Level 3 of the fair value hierarchy; otherwise, over-the-counter derivative valuations are classified in Level 2.
Nonmarketable equity securities
The Corporation has a portfolio of indirect (through funds) private equity and venture capital investments, included in accrued income and other assets on the Consolidated Balance Sheets. The investments are accounted for either on the cost or equity method and are individually reviewed for impairment on a quarterly basis by comparing the carrying value to the estimated fair value. These investments may be carried at fair value on a nonrecurring basis when they are deemed to be impaired and written down to fair value. Where there is not a readily determinable fair value, the Corporation estimates fair value for indirect private equity and venture capital investments based on the net asset value, as reported by the fund.
The Corporation also holds restricted equity investments, primarily Federal Reserve Bank (FRB) and Federal Home Loan Bank (FHLB) stock. Restricted equity securities are not readily marketable and are recorded at cost (par value) in accrued income and other assets on the Consolidated Balance Sheets and evaluated for impairment based on the ultimate recoverability of the par value. No significant observable market data for these instruments is available. The Corporation considers the profitability and asset quality of the issuer, dividend payment history and recent redemption experience and believes its investments in FRB and FHLB stock are ultimately recoverable at par. Therefore, the carrying amount for these restricted equity investments approximates fair value. The Corporation classifies the estimated fair value of such investments as Level 1. The Corporation’s investment in FHLB stock totaled $138 million and $7 million at December 31, 2022 and 2021, and its investment in FRB stock totaled $85 million at both December 31, 2022 and 2021.
Other real estate
Other real estate is included in accrued income and other assets on the Consolidated Balance Sheets and includes primarily foreclosed property. Foreclosed property is initially recorded at fair value, less costs to sell, at the date of legal title transfer to the Corporation, establishing a new cost basis. Subsequently, foreclosed property is carried at the lower of cost or fair value, less costs to sell. Other real estate may be carried at fair value on a nonrecurring basis when fair value is less than cost. Fair value is based upon independent market prices, appraised value or management's estimate of the value of the property. When management determines that the fair value of other real estate requires additional adjustments, either as a result of a non-current appraisal or when there is no observable market price, the Corporation classifies the other real estate as Level 3.
Deposit liabilities
The estimated fair value of checking, savings and certain money market deposit accounts is represented by the amounts payable on demand. The estimated fair value of term deposits is calculated by discounting the scheduled cash flows using the period-end rates offered on these instruments. As such, the Corporation classifies the estimated fair value of deposit liabilities as Level 2.
Short-term borrowings
The carrying amount of federal funds purchased, securities sold under agreements to repurchase and other short-term borrowings approximates the estimated fair value. As such, the Corporation classifies the estimated fair value of short-term borrowings as Level 1.
Medium- and long-term debt
    The estimated fair value of the Corporation's medium- and long-term debt is based on quoted market values when available. If quoted market values are not available, the estimated fair value is based on the market values of debt with similar characteristics. The Corporation classifies the estimated fair value of medium- and long-term debt as Level 2.
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Credit-related financial instruments
Credit-related financial instruments include unused commitments to extend credit and letters of credit. These instruments generate ongoing fees which are recognized over the term of the commitment. The carrying value of the deferred fees, which approximates fair value of these instruments, is included in accrued expenses and other liabilities on the Consolidated Balance Sheets. The Corporation classifies the estimated fair value of credit-related financial instruments as Level 3.
For further information about fair value measurements refer to Note 2.
Other Short-Term Investments
Other short-term investments include deferred compensation plan assets, certificates of deposits, equity securities with a readily determinable fair value and loans held-for-sale.    
Deferred compensation plan assets and equity securities are carried at fair value. Realized and unrealized gains or losses are included in other noninterest income on the Consolidated Statements of Income.
Loans held-for-sale, typically residential mortgages originated with the intent to sell and occasionally including other loans transferred to held-for-sale, are carried at the lower of cost or fair value. Fair value is determined in the aggregate for each portfolio. Changes in fair value and gains or losses upon sale are included in other noninterest income on the Consolidated Statements of Income.
Investment Securities
Debt securities are classified as trading, available-for-sale (AFS) or held-to-maturity. Trading securities are recorded at fair value, with unrealized gains and losses included in noninterest income on the Consolidated Statements of Income. AFS securities are recorded at fair value, with unrealized gains and losses, net of income taxes, reported as a separate component of other comprehensive income (OCI). Securities for which management has the intent and ability to hold to maturity are classified as held-to-maturity and recorded at amortized cost. Interest income is recognized using the interest method. All of the Corporation's investment securities are classified as AFS at December 31, 2022 and 2021.
An AFS security is impaired if its fair value is less than amortized cost. Credit-related impairment is recognized as an allowance to investment securities available-for-sale on the Consolidated Balance Sheets with a corresponding adjustment to provision for credit losses on the Consolidated Statements of Income. Non-credit-related impairment is recognized as a component of OCI. If the Corporation intends to sell an impaired AFS security or more likely than not will be required to sell that security before recovering its amortized cost basis, the entire impairment amount is recognized in earnings with corresponding adjustment to the security's amortized cost basis.
For certain types of AFS securities, such as U.S. Treasuries and other securities with government guarantees, the Corporation generally expects zero credit losses. The zero-loss expectation applies to all the Corporation’s securities and no allowance for credit losses was recorded on its AFS securities portfolio at December 31, 2022.
Gains or losses on the sale of securities are computed based on the adjusted cost of the specific security sold.
For further information on investment securities, refer to Note 3.
Loans
Loans and leases originated and held for investment are recorded at the principal balance outstanding, net of unearned income, charge-offs and unamortized deferred fees and costs. Interest income is recognized on loans and leases using the interest method.
The Corporation assesses all loan modifications to determine whether a restructuring constitutes a troubled debt restructuring (TDR). A restructuring is considered a TDR when a borrower is experiencing financial difficulty and the Corporation grants a concession to the borrower. TDRs on accrual status at the original contractual rate of interest are considered performing. Nonperforming TDRs include TDRs on nonaccrual status and loans which have been renegotiated to less than the original contractual rates (reduced-rate loans).
Certain types of modifications related to COVID-19 that were granted during 2020 and 2021 were excluded from TDR accounting. See Note 1 in the 2021 10-K for additional information.
Effective January 1, 2020, the Corporation adopted Financial Accounting Standards Board (FASB) Accounting Standards Update (ASU) No. 2020-04 "Reference Rate Reform (Topic 848): Facilitation of the Effects of Reference Rate
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Reform on Financial Reporting," (ASU 2020-04). Typically, entities must evaluate whether a loan contract modification results in a modified loan or a new loan for accounting purposes. Topic 848 allows entities to bypass this evaluation for qualifying modifications related to reference rate reform. The Corporation will apply the relief provided by Topic 848 to qualifying contract modifications. The FASB included a sunset provision within Topic 848 of December 31, 2022, based on the United Kingdom’s Financial Conduct Authority (FCA) announcement that it would no longer need to persuade or compel banks to submit to LIBOR after December 31, 2021. In March 2021, the FCA extended the intended cessation date of most tenors of LIBOR in the United States to June 30, 2023. In response, the FASB issued ASU 2022-06 “Reference Rate Reform (Topic 848): Deferral of the Sunset Date of Topic 848,” (ASU 2022-06) in December 2022, which defers the expiration date of ASC Topic 848 to December 31, 2024. The Corporation adopted ASU 2022-06 immediately upon issuance.
Loan Origination Fees and Costs
Substantially all loan origination fees and costs are deferred and amortized to net interest income over the life of the related loan or over the commitment period as a yield adjustment. Net deferred income on originated loans, including unearned income and unamortized costs, fees, premiums and discounts, totaled $118 million and $102 million at December 31, 2022 and 2021, respectively.
Loan fees on unused commitments and net origination fees related to loans sold are recognized in noninterest income.
Allowance for Credit Losses
The allowance for credit losses includes both the allowance for loan losses and the allowance for credit losses on lending-related commitments.
The Corporation disaggregates the loan portfolio into segments for purposes of determining the allowance for credit losses. These segments are based on the level at which the Corporation develops, documents and applies a systematic methodology to determine the allowance for credit losses. The Corporation's portfolio segments are business loans and retail loans. Business loans include the commercial, real estate construction, commercial mortgage, lease financing and international loan portfolios. Retail loans consist of residential mortgage and consumer loans, including home equity loans.
Current expected credit losses are estimated over the contractual life of the loan portfolio, considering all available relevant information, including historical and current conditions as well as reasonable and supportable forecasts of future events.
Allowance for Loan Losses
The allowance for loan losses is estimated on a quarterly basis and represents management’s estimates of current expected credit losses in the Corporation’s loan portfolio. Pools of loans with similar risk characteristics are collectively evaluated while loans that no longer share risk characteristics with loan pools are evaluated individually.
Collective loss estimates are determined by applying loss factors, designed to estimate current expected credit losses, to amortized cost balances over the remaining contractual life of the collectively evaluated portfolio. Loans with similar risk characteristics are aggregated into homogeneous pools. Business loans are assigned to pools based primarily on business line and the Corporation’s internal risk rating system. For retail loans, pools are based on loan type, past due status and credit scores. Loss factors are based on estimated probability of default for each pool, set to a default horizon based on contractual life, and loss given default. Historical estimates are calibrated to economic forecasts over the reasonable and supportable forecast period based on the projected performance of specific economic variables that statistically correlate with each of the probability of default and loss given default pools. At least annually, management considers different models when estimating credit losses, selecting ones that most reasonably forecast credit losses in the relevant economic environment.
The calculation of current expected credit losses is inherently subjective, as it requires management to exercise judgment in determining appropriate factors used to determine the allowance. Some of the most significant factors in the quantitative allowance estimate are assigning internal risk ratings to loans, selecting the economic forecasts used to calibrate the reserve factors and determining the reasonable and supportable forecast period.
Internal Risk Ratings: Loss factors are dependent on loan risk ratings for business loans. Risk ratings are assigned at origination, based on inherent credit risk, and updated based on new information that becomes available, periodic reviews of credit quality, a change in borrower performance or modifications to lending agreements.
Economic Forecasts: Management selects economic variables it believes to be most relevant based on the composition of the loan portfolio and customer base, including forecasted levels of employment, gross domestic product, corporate bond and treasury spreads, industrial production levels, consumer and commercial real estate price indices as well as housing
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statistics. Different economic forecast scenarios ranging from more benign to more severe are evaluated each reporting period to forecast losses over the contractual life of the loan portfolio.
Forecast Period: Economic forecasts are applied over the period management believes it can estimate reasonable and supportable forecasts. Forecast periods may be adjusted in response to changes in the economic environment. To estimate losses for contractual periods that extend beyond the forecast horizon, the Corporation reverts to an average historical loss experience. The Corporation typically forecasts economic variables over a two-year horizon, followed by an immediate reversion to an average historical loss experience that generally incorporates a full economic cycle. Management reviews this methodology on at least an annual basis.
The allowance for loan losses also includes qualitative adjustments to bring the allowance to the level management believes is appropriate based on factors that have not otherwise been fully accounted for, including adjustments for foresight risk, input imprecision and model imprecision. Foresight risk reflects the inherent imprecision in forecasting economic variables, including determining the depth and duration of economic cycles and their impact to relevant economic variables. The Corporation may make qualitative adjustments based on its evaluation of different forecast scenarios and known recent events impacting relevant economic variables. Input imprecision factors address the risk that certain model inputs may not reflect all available information including (i) risk factors that have not been fully addressed in internal risk ratings, (ii) changes in lending policies and procedures, (iii) changes in the level and quality of experience held by lending management, (iv) imprecision in the risk rating system and (v) limitations in data available for certain loan portfolios. Model imprecision considers known model limitations and model updates not yet fully reflected in the quantitative estimate.
The determination of the appropriate qualitative adjustment is based on management's analysis of current and expected economic conditions and their impact to the portfolio, as well as internal credit risk movements and a qualitative assessment of the lending environment, including underwriting standards. Management recognizes the sensitivity of various assumptions made in the quantitative modeling of expected losses and may adjust reserves depending upon the level of uncertainty that currently exists in one or more assumptions.
Credit losses for loans that no longer share risk characteristics with the loan pools are estimated on an individual basis. Individual credit loss estimates are typically performed for nonaccrual loans and modified loans classified as TDRs and are based on one of several methods, including the estimated fair value of the underlying collateral, observable market value of similar debt or the present value of expected cash flows. The Corporation considers certain loans to be collateral-dependent if the borrower is experiencing financial difficulty and management expects repayment for the loan to be substantially through the operation or sale of the collateral. For collateral-dependent loans, loss estimates are based on the fair value of collateral, less estimated cost to sell (if applicable). Collateral values supporting individually evaluated loans are assessed quarterly and appraisals are typically obtained at least annually.
The total allowance for loan losses is sufficient to absorb expected credit losses over the contractual life of the portfolio. Unanticipated events impacting the economy, including political instability or global events affecting the U.S. economy, could cause changes to expectations for current conditions and economic forecasts that result in an unanticipated increase in the allowance. Significant increases in current portfolio exposures or changes in credit characteristics could also increase the amount of the allowance. Such events, or others of similar nature, may result in the need for additional provision for credit losses in order to maintain an allowance that complies with credit risk and accounting policies.
Loans deemed uncollectible are charged off and deducted from the allowance. Recoveries on loans previously charged off are added to the allowance.
Credit losses are not estimated for accrued interest receivable as interest that is deemed uncollectible is written off through interest income.
Allowance for Credit Losses on Lending-Related Commitments
The allowance for credit losses on lending-related commitments estimates current expected credit losses on collective pools of letters of credit and unused commitments to extend credit based on reserve factors, determined in a manner similar to business loans, multiplied by a probability of draw estimate, based on historical experience and credit risk, applied to commitment amounts. The allowance for credit losses on lending-related commitments is included in accrued expenses and other liabilities on the Consolidated Balance Sheets, with the corresponding charge included in the provision for credit losses on the Consolidated Statements of Comprehensive Income.
Nonperforming Assets
Nonperforming assets consist of nonaccrual loans, reduced-rate loans and foreclosed property.
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A loan is considered past due when the contractually required principal or interest payment is not received by the specified due date or, for certain loans, when a scheduled monthly payment is past due and unpaid for 30 days or more. Business loans are generally placed on nonaccrual status when management determines full collection of principal or interest is unlikely or when principal or interest payments are 90 days past due, unless the loan is fully collateralized and in the process of collection. The past-due status of a business loan is one of many indicative factors considered in determining the collectibility of the credit. The primary driver of when the principal amount of a business loan should be fully or partially charged-off is based on a qualitative assessment of the recoverability of the principal amount from collateral and other cash flow sources. Residential mortgage and home equity loans are generally placed on nonaccrual status once they become 90 days past due and are charged off to current appraised values less costs to sell no later than 180 days past due. In addition, junior lien home equity loans less than 90 days past due are placed on nonaccrual status if they have underlying risk characteristics that place full collection of the loan in doubt, such as when the related senior lien position is identified as seriously delinquent. Residential mortgage and consumer loans in bankruptcy for which the court has discharged the borrower's obligation and the borrower has not reaffirmed the debt are placed on nonaccrual status and written down to estimated collateral value, without regard to the actual payment status of the loan, and are classified as TDRs. All other consumer loans are generally placed on nonaccrual status at 90 days past due and are charged off at no later than 120 days past due, or earlier if deemed uncollectible. Loans with payment deferrals granted due to COVID-19 were not considered past due or nonaccrual at December 31, 2021.
At the time a loan is placed on nonaccrual status, interest previously accrued but not collected is charged against current income. Principal and interest payments received on such loans are generally first applied as a reduction of principal. Income on nonaccrual loans is then recognized only to the extent that cash is received after principal has been fully repaid or future collection of principal is probable. Generally, a loan may be returned to accrual status when all delinquent principal and interest have been received and the Corporation expects repayment of the remaining contractual principal and interest, or when the loan or debt security is both well secured and in the process of collection.
Foreclosed property (primarily real estate) is initially recorded at fair value, less costs to sell, at the date of legal title transfer to the Corporation and subsequently carried at the lower of cost or fair value, less estimated costs to sell. Loans are reclassified to foreclosed property upon obtaining legal title to the collateral. Independent appraisals are obtained to substantiate the fair value of foreclosed property at the time of foreclosure and updated at least annually or upon evidence of deterioration in the property’s value. At the time of foreclosure, the adjustment for the difference between the related loan balance and fair value (less estimated costs to sell) of the property acquired is charged or credited to the allowance for loan losses. Subsequent write-downs, operating expenses and losses upon sale, if any, are charged to noninterest expenses. Foreclosed property is included in accrued income and other assets on the Consolidated Balance Sheets.
Premises and Equipment
Premises and equipment are stated at cost, less accumulated depreciation and amortization. Depreciation, computed using the straight-line method, is charged to occupancy expenses in the Consolidated Statements of Income over the estimated useful lives of the assets. Estimated useful lives are generally 3 years to 33 years for premises that the Corporation owns and 3 years to 8 years for furniture and equipment. Leasehold improvements are generally amortized over the terms of their respective leases or 10 years, whichever is shorter.
Operating Leases
Operating leases with a term greater than one year are recognized as lease liabilities, measured as the present value of unpaid lease payments for operating leases where the Corporation is the lessee, and corresponding right-of-use (ROU) assets for the right to use the leased properties. Operating lease liabilities, recorded in accrued expenses and other liabilities, reflect the Corporation’s obligation to make future lease payments, primarily for real estate locations. Lease terms typically comprise contractual terms but may include extension options reasonably certain of being exercised at lease inception for certain strategic locations such as regional headquarters. Payments are discounted using the Corporation's incremental borrowing rate, or the rate it would pay to borrow amounts equal to the lease payments over the lease term. The Corporation does not separate lease and non-lease components for contracts in which it is the lessee. ROU assets, recorded in accrued income and other assets, are measured based on lease liabilities adjusted for incentives as well as accrued and prepaid rent. Operating lease expense is recognized on a straight-line basis over the lease term, while variable lease payments are recognized as incurred. Common area maintenance and other executory costs are the main components of variable lease payments. Operating and variable lease expenses are recorded in net occupancy expense on the Consolidated Statements of Income.
Software
Capitalized software, stated at cost less accumulated amortization, includes purchased software and capitalizable application development costs associated with internally developed software and cloud computing arrangements, including capitalizable implementation costs associated with hosting arrangements that are service contracts. Cloud computing
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capitalizable implementation costs associated with hosting arrangements that are service contracts. Cloud computing arrangements include software as a service (SaaS), platform as a service (PaaS), infrastructure as a service (IaaS) and other similar hosting arrangements. The Corporation primarily utilizes SaaS and IaaS arrangements. Capitalized implementation costs of hosting arrangements that are service contracts were $21$32 million at December 31, 2021,2022, which included accumulated depreciation related to these costs of $3 million. Capitalized implementation costs of hosting arrangements that are service contracts were $7$21 million at December 31, 2020. There was no2021, which included accumulated depreciation for capitalized implementationrelated to these costs at December 31, 2020.of $3 million.
Capitalized software is included in accrued income and other assets on the Consolidated Balance Sheets. Amortization expense, generally computed on the straight-line method, is charged to software expense in the Consolidated Statements of Income over the estimated useful life of the software, generally five years, or the term of the hosting arrangement for implementation costs related to service contracts.
Goodwill and Core Deposit Intangibles
Goodwill, included in accrued income and other assets on the Consolidated Balance Sheets, is initially recorded as the excess of the purchase price over the fair value of net assets acquired in a business combination and is subsequently evaluated at least annually for impairment. Goodwill impairment testing is performed at the reporting unit level, equivalent to a business segment or one level below. The Corporation has 3three reporting units: the Commercial Bank, the Retail Bank and Wealth Management.
The Corporation performs its annual evaluation of goodwill impairment in the third quarter of each year and may elect to perform a quantitative impairment analysis or first conduct a qualitative analysis to determine if a quantitative analysis is necessary. Additionally, the Corporation evaluates goodwill impairment on an interim basis if events or changes in circumstances between annual tests indicate additional testing may be warranted to determine if goodwill might be impaired. Factors considered in the assessment of the likelihood of impairment include macroeconomic conditions, industry and market considerations, stock performance of the Corporation and its peers, financial performance of the reporting units, and previous results of goodwill impairment tests, amongst other factors. Based on the results of the qualitative analysis, the Corporation determines whether a quantitative test is necessary. The quantitative test compares the estimated fair value of identified reporting units with their carrying amount, including goodwill. If the estimated fair value of the reporting unit is less than the carrying value, an impairment charge would be recorded for the excess, not to exceed the amount of goodwill allocated to the reporting unit.
Core deposit intangibles are amortized on an accelerated basis, based on the estimated period the economic benefits are expected to be received. Core deposit intangibles are reviewed for impairment when events or changes in circumstances indicate that their carrying amounts may not be recoverable. Impairment for a finite-lived intangible asset exists if its carrying value exceeds the sum of the undiscounted cash flows expected to result from the use and eventual disposition of the asset exceeds its carrying value.asset.
Additional information regarding goodwill and core deposit intangibles can be found in Note 7.
Nonmarketable Equity Securities
The Corporation has certain investments that are not readily marketable. These investments include a portfolio of investments in indirect private equity and venture capital funds and restricted equity investments, which are securities the Corporation is required to hold for various reasons, primarily Federal Home Loan Bank of Dallas (FHLB) and Federal Reserve Bank (FRB) stock. These investments are accounted for on the cost or equity method and are included in accrued income and other assets on the Consolidated Balance Sheets. The investments are individually reviewed for impairment on a quarterly basis. Indirect private equity and venture capital funds are evaluated for impairment by comparing the carrying value to the estimated fair value. Impairment is charged to current earnings and the carrying value of the investment is written down accordingly. FHLB and FRB stock are recorded at cost (par value) and evaluated for impairment based on the ultimate recoverability of the par value. If the Corporation does not expect to recover the full par value, the amount by which the par value exceeds the ultimately recoverable value would be charged to current earnings and the carrying value of the investment would be written down accordingly.
Derivative Instruments and Hedging Activities
Derivative instruments are carried at fair value in either accrued income and other assets or accrued expenses and other liabilities on the Consolidated Balance Sheets. The accounting for changes in the fair value (i.e., gains or losses) of a derivative instrument is determined by whether it has been designated and qualifies as part of a hedging relationship and, further, by the type of hedging relationship. The Corporation presents derivative instruments at fair value on the Consolidated Balance Sheets on a net basis when a right of offset exists, based on transactions with a single counterparty and any cash collateral paid to and/or received from that counterparty for derivative contracts that are subject to legally enforceable master netting arrangements.
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For derivative instruments designated and qualifying as fair value hedges (i.e., hedging the exposure to changes in the fair value of an asset or a liability or an identified portion thereof that is attributable to a particular risk), the gain or loss on the derivative instrument, as well as the offsetting loss or gain on the hedged item attributable to the hedged risk, are recognized in the same consolidated statement of income line that is used to present the earnings effect of the hedged item during the period of the change in fair values. For derivative instruments that are designated and qualify as cash flow hedges (i.e., hedging the exposure to variability in expected future cash flows that is attributable to a particular risk), the gain or loss on the derivative instrument is reported as a component of other comprehensive income and reclassified into earnings in the same consolidated statement of income line item as the earnings effect of the hedged item in the same period or periods during which the hedged transaction affects earnings. For derivative instruments not designated as hedging instruments, the gain or loss is recognized in current earnings during the period of change.
To qualify for the use of hedge accounting, a derivative must be effective at inception and expected to be continuously effective in offsetting the risk being hedged. For derivatives designated as hedging instruments at inception, the Corporation uses either the short-cut method or applies statistical regression analysis to assess effectiveness. The short-cut method is used for $2.1$2.6 billion of notional of fair value hedges of medium- and long-term debt. This method allows for the assumption of perfect effectiveness and eliminates the requirement to further assess hedge effectiveness on these transactions. For hedge relationships to which the Corporation does not apply the short-cut method, statistical regression analysis is used at inception to assess whether the derivative used is expected to be highly effective in offsetting changes in the fair value or cash flows of the hedged item. A statistical regression or qualitative analysis is performed at each reporting period thereafter to evaluate hedge effectiveness. As part
Topic 848 provided optional provisions to minimize the impact of the adoption of Topic 848,reference rate reform to qualifying fair value and cash flow hedging relationships by allowing certain hedge accounting requirements for qualifying modifications to derivative instruments duebe suspended during the transition period. The Corporation has elected various provisions to reference rate reform are temporarily suspended.transition its hedging relationships away from LIBOR. For further information on Topic 848, refer to the "Loans" policy in this Note.
Further information on the Corporation’s derivative instruments and hedging activities is included in Note 8.
Short-Term Borrowings
Securities sold under agreements to repurchase are treated as collateralized borrowings and are recorded at amounts equal to the cash received. The contractual terms of the agreements to repurchase may require the Corporation to provide additional collateral if the fair value of the securities underlying the borrowings declines during the term of the agreement.
Financial Guarantees
Certain guarantee contracts or indemnification agreements that contingently require the Corporation, as guarantor, to make payments to the guaranteed party are initially measured at fair value and included in accrued expenses and other liabilities on the Consolidated Balance Sheets. The subsequent accounting for the liability depends on the nature of the underlying guarantee. The release from risk is accounted for under a particular guarantee when the guarantee expires or is settled, or by a systematic and rational amortization method.
Further information on the Corporation’s obligations under guarantees is included in Note 8.
Share-Based Compensation
The Corporation recognizes share-based compensation expense using the straight-line method over the requisite service period for all stock awards, including those with graded vesting. The requisite service period is the period an employee is required to provide service in order to vest in the award, which cannot extend beyond the date at which the employee is no longer required to perform any service to receive the share-based compensation (i.e., the retirement-eligible date). Forfeiture of stock awards and dividend equivalents are accounted for as they occur.
Certain awards are contingent upon performance and/or market conditions, which affect the number of shares ultimately issued. The Corporation periodically evaluates the probable outcome of the performance conditions and makes cumulative adjustments to compensation expense as appropriate. Market conditions are included in the determination of the fair value of the award on the date of grant. Subsequent to the grant date, market conditions have no impact on the amount of compensation expense the Corporation will recognize over the life of the award.
Further information on the Corporation’s share-based compensation plans is included in Note 16.
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Revenue Recognition
Revenue from contracts with customers comprises the noninterest income earned by the Corporation in exchange for services provided to customers and is recognized when services are completed or as they are rendered, although contracts are generally short-term by nature. Services provided over a period of time are typically transferred to customers evenly over the term of the contracts and revenue is recognized accordingly over the period services are provided. Contract receivables are included in accrued income and other assets on the Consolidated Balance Sheets. Payment terms vary by services offered, and the time between completion of performance obligations and payment is typically not significant.
Card Fees
Card fees comprise interchange and other fee income earned on government card, commercial card, debit/automated teller machine card and merchant payment processing programs. Card fees are presented net of network costs, as performance obligations for card services are limited to transaction processing and settlement with the card network on behalf of the customers. Fees for these services are primarily based on interchange rates set by the network and transaction volume. The Corporation also provides ongoing card program support services, for which fees are based on contractually agreed-upon prices and customer demand for services.
Service Charges on Deposit Accounts
Service charges on deposit accounts comprise charges on retail and business accounts, including fees for treasury management services. Treasury management services include transaction-based services related to payment processing, overdrafts, non-sufficient funds and other deposit account activity, as well as account management services that are provided over time. Business customers can earn credits depending on deposit balances maintained with the Corporation, which may be used to offset fees. Fees and credits are based on predetermined, agreed-upon rates.
Fiduciary Income
Fiduciary income includes fees and commissions from asset management, custody, recordkeeping, investment advisory and other services provided primarily to personal and institutional trust customers. Revenue is recognized as the services are performed and is based either on the market value of the assets managed or the services provided, as well as agreed-upon rates.
Commercial Lending Fees
Commercial lending fees include both revenue from contracts with customers (primarily loan servicing fees) and other sources of revenue. Commercial loan servicing fees are based on contractually agreed-upon prices and when the services are provided. Other sources of revenue in commercial lending fees primarily include fees assessed on the unused portion of commercial lines of credit (unused commitment fees) and syndication arrangements.
Brokerage Fees    
Brokerage fees are commissions earned for facilitating securities transactions for customers, as well as other brokerage services provided. Revenue is recognized when services are completed and is based on the type of services provided and agreed-upon rates. The Corporation pays commissions based on brokerage fee revenue. These are typically recognized when incurred because the amortization period is one year or less and are included in salaries and benefits expense on the Consolidated Statements of Income.
Other Revenues    
Other revenues, consisting primarily of other retail fees, investment banking fees and insurance commissions, are typically recognized when services or transactions are completed and are based on the type of services provided and agreed-upon rates.
Except as discussed above, commissions and other incentives paid to employees are generally based on several internal and external metrics and, as a result, are not solely dependent on revenue generating activities.
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Defined Benefit Pension and Other Postretirement Costs
Defined benefit pension costs are funded consistent with the requirements of federal laws and regulations. Inherent in the determination of defined benefit pension costs are assumptions concerning future events that will affect the amount and timing of required benefit payments under the plans. These assumptions include demographic assumptions such as retirement age and mortality, a compensation rate increase, a discount rate used to determine the current benefit obligation, form of payment election and a long-term expected rate of return on plan assets. Net periodic defined benefit pension expense includes service cost, interest cost based on the assumed discount rate, an expected return on plan assets based on an actuarially derived market-related value of assets (MRVA), amortization of prior service cost or credit and amortization of net actuarial gains or losses. The MRVA for fixed income securities and private placement assets is based on the fair value of plan assets, whereas the MRVA for other plan assets is determined by amortizing the current year’s investment gains and losses (the actual investment return net of the expected investment return) over 5 years. The amortization adjustment cannot exceed 10 percent of the fair value of assets. Prior service costs or credits include the impact of plan amendments on the liabilities and are amortized over the future service periods of active employees expected to receive benefits under the plan. Actuarial gains and losses result from experience different from that assumed and from changes in assumptions (excluding asset gains and losses not yet reflected in market-related value). Amortization of actuarial gains and losses is included as a component of net periodic defined benefit pension cost for a year if the actuarial net gain or loss exceeds 10 percent of the greater of the projected benefit obligation or the market-related value of plan assets. If amortization is required, the excess is amortized over the average remaining service period of participating employees expected to receive benefits under the plan. Service costs are included in salaries and benefits expense, while the other components of net periodic defined benefit pension expense are included in other noninterest expenses on the Consolidated Statements of Income.
Postretirement benefit costs includes service cost, interest cost based on the assumed discount rate, an expected return on plan assets based on an actuarially derived MRVA, amortization of prior service cost or credit and amortization of net actuarial gains or losses. The components of postretirement benefit costs follow similar policies and methodologies as defined benefit pensions costs. Postretirement benefits are recognized in other noninterest expenses on the Consolidated Statements of Income.
Effective January 1, 2021, the Corporation elected to change the accounting methodology for determining the MRVA for certain asset classes in the qualified defined benefit pension plan. The MRVA is used to calculate the Corporation's expected return on plan assets, a component of defined pension benefit cost (credit). These classes are currently comprised of the fixed income securities and private placement assets held in the portfolio, utilized by the Corporation to mitigate the impacts to financial results from changes in fair value of the pension liability. Previously, MRVA was measured using a historical five-year average fair value. Under the new methodology, the Corporation calculates MRVA using fair value of plan assets. Although both methods are permitted under U.S. GAAP, the Corporation believes the new policy is preferable for these classes of assets as it results in more timely recognition of the performance of pension assets in the results from operations.
The change in accounting methodology is applied retrospectively to all prior periods presented in the consolidated financial statements. The impact of the change to the qualified defined benefit plan on the Corporation's consolidated financial statements is as follows:
Consolidated Balance Sheets
 December 31, 2021December 31, 2020
(in millions)Change ImpactPreviously ReportedChange ImpactRecast
Amounts
Accumulated other comprehensive (loss) income$(14)$168 $(104)$64 
Retained earnings14 9,623 104 9,727 





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Comerica Incorporated and Subsidiaries


Consolidated Statements of Income
Years Ended December 31,
 202120202019
(in millions)Change ImpactPreviously ReportedChange ImpactRecast AmountsPreviously ReportedChange ImpactRecast Amounts
Other noninterest expenses$(18)$96 $(30)$66 $81 $(6)$75 
Provision for income taxes$$117 $$124 $334 $$336 
Net income$14 $474 $23 $497 $1,198 $$1,202 
Earnings per common share:
Basic$0.10 $3.29 $0.16 $3.45 $7.95 $0.03 $7.98 
Diluted0.11 3.27 0.16 3.43 7.87 0.03 7.90 
Consolidated Statements of Cash Flows
Years Ended December 31,
 202120202019
(in millions)Change ImpactPreviously ReportedChange ImpactRecast AmountsPreviously ReportedChange ImpactRecast Amounts
Net income$14 $474 $23 $497 $1,198 $$1,202 
Provision (benefit) for deferred income taxes4(89)(82)12 14 
Net periodic defined benefit credit(18)(25)(30)(55)(29)(6)(35)
See Note 17 for further information regarding the Corporation’s defined benefit pension and other postretirement plans.
Income Taxes
The provision for income taxes is the sum of income taxes due for the current year and deferred taxes. The Corporation classifies interest and penalties on income tax liabilities and excess tax benefits and deficiencies resulting from employee stock awards in the provision for income taxes on the Consolidated Statements of Income.
Deferred taxes arise from temporary differences between the income tax basis and financial accounting basis of assets and liabilities. Deferred tax assets are evaluated for realization based on available evidence of projected future reversals of existing taxable temporary differences, foreign tax credit limitations, assumptions made regarding future events and, when applicable, state loss carryback capacity. A valuation allowance is provided when it is more likely than not that some portion of the deferred tax asset will not be realized.
Earnings Per Share
Basic net income per common share is calculated using the two-class method. The two-class method is an earnings allocation formula that determines earnings per share for each share of common stock and participating securities according to dividends declared (distributed earnings) and participation rights in undistributed earnings. Distributed and undistributed earnings are allocated between common and participating security shareholders based on their respective rights to receive dividends. Nonvested share-based payment awards that contain nonforfeitable rights to dividends or dividend equivalents are considered participating securities (e.g., nonvested restricted stock and certain service-based restricted stock units). Undistributed net losses are not allocated to nonvested restricted shareholders, as these shareholders do not have a contractual obligation to fund the losses incurred by the Corporation. Net income attributable to common shares is then divided by the weighted-average number of common shares outstanding during the period.
Diluted net income per common share is calculated using the more dilutive of either the treasury method or the two-class method. The dilutive calculation considers common stock issuable under the assumed exercise of stock options and warrants, as well as service- and performance-based restricted stock units granted under the Corporation’s stock plans using the
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treasury stock method, if dilutive. Net income attributable to common shares is then divided by the total of weighted-average number of common shares and common stock equivalents outstanding during the period.
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Comerica Incorporated and Subsidiaries

Statements of Cash Flows
Cash and cash equivalents are defined as those amounts included in cash and due from banks and interest-bearing deposits with banks on the Consolidated Balance Sheets.
Comprehensive (Loss) Income (Loss)
The Corporation presents on an annual basis the components of net income and other comprehensive income in two separate, but consecutive statements and presents on an interim basis the components of net income and a total for comprehensive income in one continuous consolidated statement of comprehensive income.

Pending Accounting Pronouncements

In March 2022, the FASB issued ASU No. 2022-02, "Financial Instruments - Credit Losses (Topic 326): Troubled Debt Restructurings and Vintage Disclosures" (ASU 2022-02), which eliminates the accounting for troubled debt restructurings (TDR) while expanding modification and vintage disclosure requirements. The update requires additional disclosures on the nature, magnitude and subsequent performance of certain types of modifications with borrowers experiencing financial difficulties. ASU 2022-02 further included a requirement to disclose gross charge-offs incurred by year of origination of the related loan or lease. The standard update is effective for the Corporation on January 1, 2023, and must be applied prospectively, except that the recognition and measurement of TDRs may be applied using a modified retrospective approach. Early adoption is permitted. The Corporation adopted ASU 2022-02 prospectively on January 1, 2023 and will update its disclosures in the first quarter of 2023. The update is not expected to have a material impact to the Corporation's financial condition or results of operations upon adoption.

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Comerica Incorporated and Subsidiaries

NOTE 2 – FAIR VALUE MEASUREMENTS
Note 1 contains information about the fair value hierarchy, descriptions of the valuation methodologies and key inputs used to measure financial assets and liabilities recorded at fair value, as well as a description of the methods and significant assumptions used to estimate fair value disclosures for financial instruments not recorded at fair value in their entirety on a recurring basis.
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Comerica Incorporated and Subsidiaries

Assets and Liabilities Recorded at Fair Value on a Recurring Basis
The following tables present the recorded amount of assets and liabilities measured at fair value on a recurring basis as of December 31, 20212022 and 2020.2021.
(in millions)(in millions)TotalLevel 1Level 2Level 3(in millions)TotalLevel 1Level 2Level 3
December 31, 2021
December 31, 2022December 31, 2022
Deferred compensation plan assetsDeferred compensation plan assets$113 $113 $ $ Deferred compensation plan assets$92 $92 $ $ 
Equity securitiesEquity securities62 62   Equity securities44 44   
Investment securities available-for-sale:Investment securities available-for-sale:Investment securities available-for-sale:
U.S. Treasury securitiesU.S. Treasury securities2,993 2,993   U.S. Treasury securities2,664 2,664   
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)13,288  13,288  Residential mortgage-backed securities (a)11,655  11,655  
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)705  705  Commercial mortgage-backed securities (a)4,693  4,693  
Total investment securities available-for-saleTotal investment securities available-for-sale16,986 2,993 13,993  Total investment securities available-for-sale19,012 2,664 16,348  
Derivative assets:Derivative assets:Derivative assets:
Interest rate contractsInterest rate contracts239  213 26 Interest rate contracts206  206  
Energy contractsEnergy contracts670  670  Energy contracts1,020  1,020  
Foreign exchange contractsForeign exchange contracts19  19  Foreign exchange contracts53  53  
Total derivative assetsTotal derivative assets928  902 26 Total derivative assets1,279  1,279  
Total assets at fair valueTotal assets at fair value$18,089 $3,168 $14,895 $26 Total assets at fair value$20,427 $2,800 $17,627 $ 
Derivative liabilities:Derivative liabilities:Derivative liabilities:
Interest rate contractsInterest rate contracts$69 $ $69 $ Interest rate contracts$644 $ $644 $ 
Energy contractsEnergy contracts662  662  Energy contracts1,006  1,006  
Foreign exchange contractsForeign exchange contracts16  16  Foreign exchange contracts45  45  
Other financial derivativeOther financial derivative13   13 Other financial derivative12   12 
Total derivative liabilitiesTotal derivative liabilities760  747 13 Total derivative liabilities1,707  1,695 12 
Deferred compensation plan liabilitiesDeferred compensation plan liabilities113 113   Deferred compensation plan liabilities92 92   
Total liabilities at fair valueTotal liabilities at fair value$873 $113 $747 $13 Total liabilities at fair value$1,799 $92 $1,695 $12 
December 31, 2020
December 31, 2021December 31, 2021
Deferred compensation plan assetsDeferred compensation plan assets$107 $107 $— $— Deferred compensation plan assets$113 $113 $— $— 
Equity securitiesEquity securities50 50 — — Equity securities62 62 — — 
Investment securities available-for-sale:Investment securities available-for-sale:Investment securities available-for-sale:
U.S. Treasury securitiesU.S. Treasury securities4,658 4,658 — — U.S. Treasury securities2,993 2,993 — — 
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)10,370 — 10,370 — Residential mortgage-backed securities (a)13,288 — 13,288 — 
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)705 — 705 — 
Total investment securities available-for-saleTotal investment securities available-for-sale15,028 4,658 10,370 — Total investment securities available-for-sale16,986 2,993 13,993 — 
Derivative assets:Derivative assets:Derivative assets:
Interest rate contractsInterest rate contracts531 — 492 39 Interest rate contracts239 — 213 26 
Energy contractsEnergy contracts151 — 151 — Energy contracts670 — 670 — 
Foreign exchange contractsForeign exchange contracts18 — 18 — Foreign exchange contracts19 — 19 — 
Total derivative assetsTotal derivative assets700 — 661 39 Total derivative assets928 — 902 26 
Total assets at fair valueTotal assets at fair value$15,885 $4,815 $11,031 $39 Total assets at fair value$18,089 $3,168 $14,895 $26 
Derivative liabilities:Derivative liabilities:Derivative liabilities:
Interest rate contractsInterest rate contracts$61 $— $61 $— Interest rate contracts$69 $— $69 $— 
Energy contractsEnergy contracts149 — 149 — Energy contracts662 — 662 — 
Foreign exchange contractsForeign exchange contracts19 — 19 — Foreign exchange contracts16 — 16 — 
Other financial derivativeOther financial derivative11 — — 11 Other financial derivative13 — — 13 
Total derivative liabilitiesTotal derivative liabilities240 — 229 11 Total derivative liabilities760 — 747 13 
Deferred compensation plan liabilitiesDeferred compensation plan liabilities107 107 — — Deferred compensation plan liabilities113 113 — — 
Total liabilities at fair valueTotal liabilities at fair value$347 $107 $229 $11 Total liabilities at fair value$873 $113 $747 $13 
(a)Issued and/or guaranteed by U.S. government agencies or U.S. government-sponsored enterprises.
There were no transfers of assets or liabilities recorded at fair value on a recurring basis into or out of Level 3 fair value measurements during the years ended December 31, 20212022 and 2020.2021.
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Comerica Incorporated and Subsidiaries

The following table summarizes the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the years ended December 31, 20212022 and 2020.2021.
Net Realized/Unrealized Gains (Pretax) Recorded in Earnings (a)Net Realized/Unrealized Gains (Losses) (Pretax) Recorded in Earnings (a)
Balance at Beginning of PeriodSalesBalance at End of PeriodBalance at Beginning of PeriodNet Realized/Unrealized Gains (Losses) (Pretax) Recorded in Earnings (a)SettlementsBalance at End of Period
(in millions)(in millions)RealizedUnrealizedSales(in millions)Balance at Beginning of PeriodRealizedUnrealizedSettlementsBalance at End of Period
Year Ended December 31, 2022Year Ended December 31, 2022
Derivative assets:Derivative assets:
Interest rate contractsInterest rate contracts$26 $ $ $(26)$ 
Derivative liabilities:Derivative liabilities:
Other financial derivativeOther financial derivative(13) 1  (12)
Year Ended December 31, 2021Year Ended December 31, 2021Year Ended December 31, 2021
Derivative assets:Derivative assets:Derivative assets:
Interest rate contractsInterest rate contracts$39 $ $(13)$ $26 Interest rate contracts$39 — $(13)— $26 
Derivative liabilities:Derivative liabilities:Derivative liabilities:
Other financial derivativeOther financial derivative(11) (2) (13)Other financial derivative(11)— (2)— (13)
Year Ended December 31, 2020
Derivative assets:
Interest rate contracts$22 — $17 — $39 
Derivative liabilities:
Other financial derivative(9)— (2)— (11)
(a)Realized and unrealized gains and losses due to changes in fair value recorded in other noninterest income on the Consolidated Statements of Income.
Assets and Liabilities Recorded at Fair Value on a Nonrecurring Basis
The Corporation may be required to record certain assets and liabilities at fair value on a nonrecurring basis. These include assets that are recorded at the lower of cost or fair value, and were recognized at fair value since it was less than cost at the end of the period.
The following table presents assets recorded at fair value on a nonrecurring basis at December 31, 20212022 and 2020.2021. No liabilities were recorded at fair value on a nonrecurring basis at December 31, 20212022 and 2020.2021.
(in millions)Level 3
December 31, 2022
Loans:
Commercial$53
Real estate construction2
Commercial mortgage11
Total loans$66
Other real estate9
Total assets at fair value$75
December 31, 2021
Loans:
Commercial$125 
Real estate construction4 
Commercial mortgage17
International4
Total assets at fair value$150
December 31, 2020
Loans:
Commercial$134 
Commercial mortgage16 
Total assets at fair value$150 
Level 3 assets recorded at fair value on a nonrecurring basis at December 31, 20212022 and 20202021 included both nonaccrual loans and TDRs for which a specific allowance was established based on the fair value of collateral.collateral as well as bank property held for sale. The unobservable inputs were the additional adjustments applied by management to the appraised values to reflect such factors as non-current appraisals and revisions to estimated time to sell. These adjustments are determined based on qualitative judgments made by management on a case-by-case basis and are not observable inputs, although they are used in the determination of fair value.
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Comerica Incorporated and Subsidiaries

Estimated Fair Values of Financial Instruments Not Recorded at Fair Value on a Recurring Basis
The Corporation typically holds the majority of its financial instruments until maturity and thus does not expect to realize many of the estimated fair value amounts disclosed. The disclosures also do not include estimated fair value amounts for items that are not defined as financial instruments, but which have significant value. These include such items as core deposit intangibles, the future earnings potential of significant customer relationships and the value of trust operations and other fee generating businesses. The Corporation believes the imprecision of an estimate could be significant.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

The carrying amount and estimated fair value of financial instruments not recorded at fair value in their entirety on a recurring basis on the Corporation’s Consolidated Balance Sheets are as follows:
Carrying
Amount
Estimated Fair Value Carrying
Amount
Estimated Fair Value
(in millions)(in millions)TotalLevel 1Level 2Level 3(in millions)TotalLevel 1Level 2Level 3
December 31, 2022December 31, 2022
AssetsAssets
Cash and due from banksCash and due from banks$1,758 $1,758 $1,758 $ $ 
Interest-bearing deposits with banksInterest-bearing deposits with banks4,524 4,524 4,524   
Other short-term investmentsOther short-term investments19 19 19   
Loans held-for-saleLoans held-for-sale2 2  2  
Total loans, net of allowance for loan losses (a)Total loans, net of allowance for loan losses (a)52,792 50,964   50,964 
Customers’ liability on acceptances outstandingCustomers’ liability on acceptances outstanding3 3 3   
Restricted equity investmentsRestricted equity investments223 223 223   
Nonmarketable equity securities (b)Nonmarketable equity securities (b)5 12 
LiabilitiesLiabilities
Demand deposits (noninterest-bearing)Demand deposits (noninterest-bearing)39,945 39,945  39,945  
Interest-bearing depositsInterest-bearing deposits29,566 29,566  29,566  
Customer certificates of depositCustomer certificates of deposit1,762 1,719  1,719  
Other time depositsOther time deposits124 124  124  
Total depositsTotal deposits71,397 71,354  71,354  
Short-term borrowingsShort-term borrowings3,211 3,211 3,211   
Acceptances outstandingAcceptances outstanding3 3 3   
Medium- and long-term debtMedium- and long-term debt3,024 3,071  3,071  
Credit-related financial instrumentsCredit-related financial instruments(79)(79)  (79)
December 31, 2021December 31, 2021December 31, 2021
AssetsAssetsAssets
Cash and due from banksCash and due from banks$1,236 $1,236 $1,236 $ $ Cash and due from banks$1,236 $1,236 $1,236 $— $— 
Interest-bearing deposits with banksInterest-bearing deposits with banks21,443 21,443 21,443   Interest-bearing deposits with banks21,443 21,443 21,443 — — 
Other short-term investmentsOther short-term investments16 16 16   Other short-term investments16 16 16 — — 
Loans held-for-saleLoans held-for-sale6 6  6  Loans held-for-sale— — 
Total loans, net of allowance for loan losses (a)Total loans, net of allowance for loan losses (a)48,697 49,127   49,127 Total loans, net of allowance for loan losses (a)48,697 49,127 — — 49,127 
Customers’ liability on acceptances outstandingCustomers’ liability on acceptances outstanding5 5 5   Customers’ liability on acceptances outstanding— — 
Restricted equity investmentsRestricted equity investments92 92 92   Restricted equity investments92 92 92 — — 
Nonmarketable equity securities (b)Nonmarketable equity securities (b)5 10 Nonmarketable equity securities (b)10 
LiabilitiesLiabilitiesLiabilities
Demand deposits (noninterest-bearing)Demand deposits (noninterest-bearing)45,800 45,800  45,800  Demand deposits (noninterest-bearing)45,800 45,800 — 45,800 — 
Interest-bearing depositsInterest-bearing deposits34,566 34,566  34,566  Interest-bearing deposits34,566 34,566 — 34,566 — 
Customer certificates of depositCustomer certificates of deposit1,973 1,968  1,968  Customer certificates of deposit1,973 1,968 — 1,968 — 
Total depositsTotal deposits82,339 82,334  82,334  Total deposits82,339 82,334 — 82,334 — 
Acceptances outstandingAcceptances outstanding5 5 5   Acceptances outstanding— — 
Medium- and long-term debtMedium- and long-term debt2,796 2,854  2,854  Medium- and long-term debt2,796 2,854 — 2,854 — 
Credit-related financial instrumentsCredit-related financial instruments(59)(59)  (59)Credit-related financial instruments(59)(59)— — (59)
December 31, 2020
Assets
Cash and due from banks$1,031 $1,031 $1,031 $— $— 
Interest-bearing deposits with banks14,736 14,736 14,736 — — 
Other short-term investments10 10 10 — — 
Loans held-for-sale— — 
Total loans, net of allowance for loan losses (a)51,343 50,601 — — 50,601 
Customers’ liability on acceptances outstanding— — 
Restricted equity investments207 207 207 — — 
Nonmarketable equity securities (b)
Liabilities
Demand deposits (noninterest-bearing)39,420 39,420 — 39,420 — 
Interest-bearing deposits31,316 31,316 — 31,316 — 
Customer certificates of deposit2,133 2,133 — 2,133 — 
Total deposits72,869 72,869 — 72,869 — 
Acceptances outstanding— — 
Medium- and long-term debt5,728 5,790 — 5,790 — 
Credit-related financial instruments(74)(74)— — (74)
(a)Included $66 million and $150 million of loans recorded at fair value on a nonrecurring basis at both December 31, 2022 and 2021, and 2020.respectively.
(b)Certain investments that are measured at fair value using the net asset value have not been classified in the fair value hierarchy. The fair value amounts presented in the table are intended to permit reconciliation of the fair value hierarchy to the amounts presented in the Consolidated Balance Sheets.
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Comerica Incorporated and Subsidiaries

NOTE 3 - INVESTMENT SECURITIES
A summary of the Corporation’s investment securities follows:
(in millions)(in millions)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair Value(in millions)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair Value
December 31, 2022December 31, 2022
Investment securities available-for-sale:Investment securities available-for-sale:
U.S. Treasury securitiesU.S. Treasury securities$2,810 $ $146 $2,664 
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)13,983  2,328 11,655 
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)5,252  559 4,693 
Total investment securities available-for-saleTotal investment securities available-for-sale$22,045 $ $3,033 $19,012 
December 31, 2021December 31, 2021December 31, 2021
Investment securities available-for-sale:Investment securities available-for-sale:Investment securities available-for-sale:
U.S. Treasury securitiesU.S. Treasury securities$3,010 $22 $39 $2,993 U.S. Treasury securities$3,010 $22 $39 $2,993 
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)13,397 67 176 13,288 Residential mortgage-backed securities (a)13,397 67 176 13,288 
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)709 2 6 705 Commercial mortgage-backed securities (a)709 705 
Total investment securities available-for-saleTotal investment securities available-for-sale$17,116 $91 $221 $16,986 Total investment securities available-for-sale$17,116 $91 $221 $16,986 
December 31, 2020
Investment securities available-for-sale:
U.S. Treasury securities$4,583 $76 $$4,658 
Residential mortgage-backed securities (a)10,169 203 10,370 
Total investment securities available-for-sale$14,752 $279 $$15,028 
(a)Issued and/or guaranteed by U.S. government agencies or U.S. government-sponsored enterprises.
A summary of the Corporation’s investment securities in an unrealized loss position as of December 31, 20212022 and 20202021 follows:
Less than 12 Months12 Months or moreTotal Less than 12 Months12 Months or moreTotal
(in millions)(in millions)Fair
Value
Unrealized
Losses
Fair
Value
Unrealized
Losses
Fair
Value
Unrealized
Losses
(in millions)Fair
Value
Unrealized
Losses
Fair
Value
Unrealized
Losses
Fair
Value
Unrealized
Losses
December 31, 2022December 31, 2022
U.S. Treasury securitiesU.S. Treasury securities$996 $5 $1,668 $141 $2,664 $146 
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)3,500 361 8,153 1,967 11,653 2,328 
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)4,008 405 685 154 4,693 559 
Total temporarily impaired securitiesTotal temporarily impaired securities$8,504 $771 $10,506 $2,262 $19,010 $3,033 
December 31, 2021December 31, 2021December 31, 2021
U.S. Treasury securitiesU.S. Treasury securities$465 $6 $1,334 $33 $1,799 $39 U.S. Treasury securities$465 $$1,334 $33 $1,799 $39 
Residential mortgage-backed securities (a)Residential mortgage-backed securities (a)7,197 128 1,128 48 8,325 176 Residential mortgage-backed securities (a)7,197 128 1,128 48 8,325 176 
Commercial mortgage-backed securities (a)Commercial mortgage-backed securities (a)346 6   346 6 Commercial mortgage-backed securities (a)346 — — 346 
Total temporarily impaired securitiesTotal temporarily impaired securities$8,008 $140 $2,462 $81 $10,470 $221 Total temporarily impaired securities$8,008 $140 $2,462 $81 $10,470 $221 
December 31, 2020
U.S. Treasury securities$1,119 $$— $— $1,119 $
Residential mortgage-backed securities (a)952 — — 952 
Total temporarily impaired securities$2,071 $$— $— $2,071 $
(a)Issued and/or guaranteed by U.S. government agencies or U.S. government-sponsored enterprises.
Unrealized losses on investment securities resulted from changes in market interest rates and liquidity.rates. The Corporation’s portfolio is comprised of securities issued or guaranteed by the U.S. government or government-sponsored enterprises. As such, it is expected that the securities would not be settled at a price less than the amortized cost of the investments. Further, the Corporation does not intend to sell the investments, and it is not more-likely-than-not that it will be required to sell the the investments before recovery of amortized costs. At December 31, 2021,2022, the Corporation had 4611,289 securities in an unrealized loss position with no allowance for credit losses, comprised of 2027 U.S. Treasury securities, 4061,008 residential mortgage-backed securities and 35254 commercial mortgage-backed securities.
Interest receivable on investment securities totaled $23 million and $18 million at December 31, 2021 and 2020 and was included in accrued income and other assets on the Consolidated Balance Sheets.
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Comerica Incorporated and Subsidiaries

Interest receivable on investment securities totaled $49 million and $36 million at December 31, 2022 and 2021 and was included in accrued income and other assets on the Consolidated Balance Sheets.
Sales, calls and write-downs of investment securities available-for-sale, primarily from repositioning $1.0 billion of lower-yielding treasury securities in the year ended December 31, 2019, resulted in the following gains and losses recorded in net securities losses on the Consolidated Statements of Income, computed based on the adjusted cost of the specific security.
(in millions)
Year Ended December 31202120202019
Securities gains$ $$
Securities losses (1)(8)
Net securities losses$ $— $(7)
security, resulted in no gains or losses during the years ended December 31, 2022 and 2021. During the year ended December 31, 2020, a $1 million gain was offset by a $1 million loss, recorded in noninterest income.
The following table summarizes the amortized cost and fair values of debtinvestment securities by contractual maturity. Securities with multiple maturity dates are classified in the period of final maturity. The actual cash flows of mortgage-backed securities may differ as borrowers of the underlying loans may exercise prepayment options. Expected maturities will differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
(in millions)
December 31, 2021Amortized CostFair Value
Contractual maturity
Within one year$170 $172 
After one year through five years3,098 3,088 
After five years through ten years1,290 1,297 
After ten years12,558 12,429 
Total investment securities$17,116 $16,986 
Included in the contractual maturity distribution in the table above were residential mortgage-backed securities with a total amortized cost of $13.4 billion and a fair value of $13.3 billion and commercial mortgage-backed securities with a total amortized cost of $709 million and a fair value of $705 million. The actual cash flows of mortgage-backed securities may differ as borrowers of the underlying loans may exercise prepayment options.
(in millions)
December 31, 2022Amortized CostFair Value
Contractual maturity
Within one year$1,103 $1,093 
After one year through five years1,943 1,797 
After five years through ten years5,518 4,946 
After ten years13,481 11,176 
Total investment securities$22,045 $19,012 
At December 31, 2021,2022, investment securities with a carrying value of $2.7$3.2 billion were pledged where permitted or required by law, including $1.7$1.0 billion pledged to the Federal Home Loan Bank (FHLB) as collateral for potential future borrowings of approximately $1.6 billion and $1.0$2.2 billion to secure $946 million$1.0 billion of liabilities, primarily public and other deposits of state and local government agencies andas well as derivative instruments. For information on FHLB borrowings, refer to Note 12.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

NOTE 4 – CREDIT QUALITY AND ALLOWANCE FOR CREDIT LOSSES
The following table presents an aging analysis of the amortized cost basis of loans.
Loans Past Due and Still Accruing   Loans Past Due and Still Accruing   
(in millions)(in millions)30-59
Days
60-89 
Days
90 Days
or More
TotalNonaccrual
Loans
Current
Loans (a)
Total 
Loans
(in millions)30-59
Days
60-89 
Days
90 Days
or More
TotalNonaccrual
Loans
Current
Loans (a)
Total 
Loans
December 31, 2022December 31, 2022
Business loans:Business loans:
CommercialCommercial$238 $13 $20 $271 $142 $30,496 $30,909 
Real estate construction:Real estate construction:
Commercial Real Estate business line (b)Commercial Real Estate business line (b)     2,505 2,505 
Other business lines (c)Other business lines (c)2   2 3 595 600 
Total real estate constructionTotal real estate construction2   2 3 3,100 3,105 
Commercial mortgage:Commercial mortgage:
Commercial Real Estate business line (b)Commercial Real Estate business line (b) 6  6 1 4,674 4,681 
Other business lines (c)Other business lines (c)64 5 3 72 22 8,531 8,625 
Total commercial mortgageTotal commercial mortgage64 11 3 78 23 13,205 13,306 
Lease financingLease financing6   6  754 760 
InternationalInternational 9  9 3 1,185 1,197 
Total business loansTotal business loans310 33 23 366 171 48,740 49,277 
Retail loans:Retail loans:
Residential mortgageResidential mortgage22   22 53 1,739 1,814 
Consumer:Consumer:
Home equityHome equity4 3  7 15 1,754 1,776 
Other consumerOther consumer5 1  6 1 528 535 
Total consumerTotal consumer9 4  13 16 2,282 2,311 
Total retail loansTotal retail loans31 4  35 69 4,021 4,125 
Total loansTotal loans$341 $37 $23 $401 $240 $52,761 $53,402 
December 31, 2021December 31, 2021December 31, 2021
Business loans:Business loans:Business loans:
CommercialCommercial$35 $18 $6 $59 $173 $29,134 $29,366 Commercial$35 $18 $$59 $173 $29,134 $29,366 
Real estate construction:Real estate construction:Real estate construction:
Commercial Real Estate business line (b)Commercial Real Estate business line (b)     2,391 2,391 Commercial Real Estate business line (b)— — — — — 2,391 2,391 
Other business lines (c)Other business lines (c)15 1  16 6 535 557 Other business lines (c)15 — 16 535 557 
Total real estate constructionTotal real estate construction15 1  16 6 2,926 2,948 Total real estate construction15 — 16 2,926 2,948 
Commercial mortgage:Commercial mortgage:Commercial mortgage:
Commercial Real Estate business line (b)Commercial Real Estate business line (b)    1 3,337 3,338 Commercial Real Estate business line (b)— — — — 3,337 3,338 
Other business lines (c)Other business lines (c)18 4 16 38 31 7,848 7,917 Other business lines (c)18 16 38 31 7,848 7,917 
Total commercial mortgageTotal commercial mortgage18 4 16 38 32 11,185 11,255 Total commercial mortgage18 16 38 32 11,185 11,255 
Lease financingLease financing5   5  635 640 Lease financing— — — 635 640 
InternationalInternational5 8 1 14 5 1,189 1,208 International14 1,189 1,208 
Total business loansTotal business loans78 31 23 132 216 45,069 45,417 Total business loans78 31 23 132 216 45,069 45,417 
Retail loans:Retail loans:Retail loans:
Residential mortgageResidential mortgage4   4 36 1,731 1,771 Residential mortgage— — 36 1,731 1,771 
Consumer:Consumer:Consumer:
Home equityHome equity4 3  7 12 1,514 1,533 Home equity— 12 1,514 1,533 
Other consumerOther consumer32 1 4 37  527 564 Other consumer32 37 — 527 564 
Total consumerTotal consumer36 4 4 44 12 2,041 2,097 Total consumer36 44 12 2,041 2,097 
Total retail loansTotal retail loans40 4 4 48 48 3,772 3,868 Total retail loans40 48 48 3,772 3,868 
Total loansTotal loans$118 $35 $27 $180 $264 $48,841 $49,285 Total loans$118 $35 $27 $180 $264 $48,841 $49,285 
December 31, 2020
Business loans:
Commercial$62 $115 $33 $210 $252 $32,291 $32,753 
Real estate construction:
Commercial Real Estate business line (b)31 — — 31 — 3,626 3,657 
Other business lines (c)— — 415 425 
Total real estate construction40 — — 40 4,041 4,082 
Commercial mortgage:
Commercial Real Estate business line (b)51 — 52 2,218 2,273 
Other business lines (c)48 40 93 26 7,520 7,639 
Total commercial mortgage99 41 145 29 9,738 9,912 
Lease financing14 — 15 578 594 
International— — — — — 926 926 
Total business loans215 156 39 410 283 47,574 48,267 
Retail loans:
Residential mortgage11 — 15 47 1,768 1,830 
Consumer:
Home equity— 17 1,563 1,588 
Other consumer10 — 16 — 590 606 
Total consumer17 24 17 2,153 2,194 
Total retail loans28 39 64 3,921 4,024 
Total loans$243 $161 $45 $449 $347 $51,495 $52,291 
(a)Includes $22 million and $141 million of loans with deferred payments not considered past due in accordance with the CARESCoronavirus Aid, Relief, and Economic Security Act (CARES Act) at December 31, 2021 and 2020, respectively.2021.
(b)Primarily loans to real estate developers.
(c)Primarily loans secured by owner-occupied real estate.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

The following table presents loans by credit quality indicator (CQI) and vintage year. CQI is based on internal risk ratings assigned to each business loan at the time of approval and subjected to subsequent reviews, generally at least annually, and to pools of retail loans with similar risk characteristics. Vintage year is the year of origination or major modification.
December 31, 2021 December 31, 2022
Vintage YearVintage Year
(in millions)(in millions)20212020201920182017PriorRevolversRevolvers Converted to TermTotal(in millions)20222021202020192018PriorRevolversRevolvers Converted to TermTotal
Business loans:Business loans:Business loans:
Commercial:Commercial:Commercial:
Pass (a)Pass (a)$5,270 (b)$1,740 (b)$1,528 $947 $713 $763 $17,241 $10 $28,212 Pass (a)$3,946 (b)$3,509 (b)$917 (b)$1,041 $598 $1,030 $18,604 $9 $29,654 
Criticized (c)Criticized (c)101 120 105 86 26 94 620 2 1,154 Criticized (c)75 274 81 69 45 78 632 1 1,255 
Total commercialTotal commercial5,371 1,860 1,633 1,033 739 857 17,861 12 29,366 Total commercial4,021 3,783 998 1,110 643 1,108 19,236 10 30,909 
Real estate constructionReal estate constructionReal estate construction
Pass (a)Pass (a)458 858 849 424 158 34 132  2,913 Pass (a)836 1,134 633 162 102 28 207  3,102 
Criticized (c)Criticized (c) 3  13 8 8 3  35 Criticized (c)  3      3 
Total real estate constructionTotal real estate construction458 861 849 437 166 42 135  2,948 Total real estate construction836 1,134 636 162 102 28 207  3,105 
Commercial mortgageCommercial mortgageCommercial mortgage
Pass (a)Pass (a)2,491 1,932 1,444 1,343 1,018 2,298 481  11,007 Pass (a)3,349 2,501 1,825 1,394 1,050 2,182 838  13,139 
Criticized (c)Criticized (c)17 44 50 22 23 87 5  248 Criticized (c)7 5 7 32 31 75 10  167 
Total commercial mortgageTotal commercial mortgage2,508 1,976 1,494 1,365 1,041 2,385 486  11,255 Total commercial mortgage3,356 2,506 1,832 1,426 1,081 2,257 848  13,306 
Lease financingLease financingLease financing
Pass (a)Pass (a)166 88 97 50 38 179   618 Pass (a)316 140 64 47 37 130   734 
Criticized (c)Criticized (c) 2 10 8 1 1   22 Criticized (c)10  2 8 5 1   26 
Total lease financingTotal lease financing166 90 107 58 39 180   640 Total lease financing326 140 66 55 42 131   760 
InternationalInternationalInternational
Pass (a)Pass (a)381 141 103 29 1 16 480  1,151 Pass (a)317 161 55 88 19 14 498  1,152 
Criticized (c)Criticized (c)20 10 3 5 4 8 7  57 Criticized (c)12  3  3 10 17  45 
Total internationalTotal international401 151 106 34 5 24 487  1,208 Total international329 161 58 88 22 24 515  1,197 
Total business loansTotal business loans8,904 4,938 4,189 2,927 1,990 3,488 18,969 12 45,417 Total business loans8,868 7,724 3,590 2,841 1,890 3,548 20,806 10 49,277 
Retail loans:Retail loans:Retail loans:
Residential mortgageResidential mortgageResidential mortgage
Pass (a)Pass (a)443 527 164 83 111 407   1,735 Pass (a)327 398 480 133 68 355   1,761 
Criticized (c)Criticized (c)5  1 2 7 21   36 Criticized (c)4   9 1 39   53 
Total residential mortgageTotal residential mortgage448 527 165 85 118 428   1,771 Total residential mortgage331 398 480 142 69 394   1,814 
Consumer:Consumer:Consumer:
Home equityHome equityHome equity
Pass (a)Pass (a)     11 1,460 45 1,516 Pass (a)     9 1,708 40 1,757 
Criticized (c)Criticized (c)     1 12 4 17 Criticized (c)      17 2 19 
Total home equityTotal home equity     12 1,472 49 1,533 Total home equity     9 1,725 42 1,776 
Other consumerOther consumerOther consumer
Pass (a)Pass (a)101 68 13 9 1 31 337  560 Pass (a)69 38 50 8 1 10 355  531 
Criticized (c)Criticized (c)      4  4 Criticized (c)   1   3  4 
Total other consumerTotal other consumer101 68 13 9 1 31 341  564 Total other consumer69 38 50 9 1 10 358  535 
Total consumerTotal consumer101 68 13 9 1 43 1,813 49 2,097 Total consumer69 38 50 9 1 19 2,083 42 2,311 
Total retail loansTotal retail loans549 595 178 94 119 471 1,813 49 3,868 Total retail loans400 436 530 151 70 413 2,083 42 4,125 
Total loansTotal loans$9,453 $5,533 $4,367 $3,021 $2,109 $3,959 $20,782 $61 $49,285 Total loans$9,268 $8,160 $4,120 $2,992 $1,960 $3,961 $22,889 $52 $53,402 
Table continues on the following page.Table continues on the following page.Table continues on the following page.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

December 31, 2020December 31, 2021
Vintage YearVintage Year
20202019201820172016PriorRevolversRevolvers Converted to TermTotal20212020201920182017PriorRevolversRevolvers Converted to TermTotal
Business loans:Business loans:Business loans:
Commercial:Commercial:Commercial:
Pass (a)Pass (a)$5,991 (b)$2,316 $1,563 $1,051 $429 $755 $18,416 $17 $30,538 Pass (a)$5,270 (b)$1,740 (b)$1,528 $947 $713 $763 $17,241 $10 $28,212 
Criticized (c)Criticized (c)30 281 191 116 64 166 1,365 2,215 Criticized (c)101 120 105 86 26 94 620 1,154 
Total commercialTotal commercial6,021 2,597 1,754 1,167 493 921 19,781 19 32,753 Total commercial5,371 1,860 1,633 1,033 739 857 17,861 12 29,366 
Real estate construction:Real estate construction:Real estate construction:
Pass (a)Pass (a)433 1,080 1,244 631 335 141 171 — 4,035 Pass (a)458 858 849 424 158 34 132 — 2,913 
Criticized (c)Criticized (c)28 — — 47 Criticized (c)— — 13 — 35 
Total real estate constructionTotal real estate construction436 1,108 1,249 639 335 142 173 — 4,082 Total real estate construction458 861 849 437 166 42 135 — 2,948 
Commercial mortgage:Commercial mortgage:Commercial mortgage:
Pass (a)Pass (a)2,053 1,559 1,146 1,120 818 2,272 431 — 9,399 Pass (a)2,491 1,932 1,444 1,343 1,018 2,298 481 — 11,007 
Criticized (c)Criticized (c)47 130 42 45 41 193 15 — 513 Criticized (c)17 44 50 22 23 87 — 248 
Total commercial mortgageTotal commercial mortgage2,100 1,689 1,188 1,165 859 2,465 446 — 9,912 Total commercial mortgage2,508 1,976 1,494 1,365 1,041 2,385 486 — 11,255 
Lease financingLease financingLease financing
Pass (a)Pass (a)109 122 71 50 14 201 — — 567 Pass (a)166 88 97 50 38 179 — — 618 
Criticized (c)Criticized (c)17 — — — 27 Criticized (c)— 10 — — 22 
Total lease financingTotal lease financing111 139 76 52 15 201 — — 594 Total lease financing166 90 107 58 39 180 — — 640 
InternationalInternationalInternational
Pass (a)Pass (a)274 161 103 11 64 245 — 861 Pass (a)381 141 103 29 16 480 — 1,151 
Criticized (c)Criticized (c)13 18 13 — 65 Criticized (c)20 10 — 57 
Total internationalTotal international287 169 121 15 10 66 258 — 926 Total international401 151 106 34 24 487 — 1,208 
Total business loansTotal business loans8,955 5,702 4,388 3,038 1,712 3,795 20,658 19 48,267 Total business loans8,904 4,938 4,189 2,927 1,990 3,488 18,969 12 45,417 
Retail loans:Retail loans:Retail loans:
Residential mortgageResidential mortgageResidential mortgage
Pass (a)Pass (a)639 230 119 197 196 398 — — 1,779 Pass (a)443 527 164 83 111 407 — — 1,735 
Criticized (c)Criticized (c)32 — — 51 Criticized (c)— 21 — — 36 
Total residential mortgageTotal residential mortgage646 232 121 203 198 430 — — 1,830 Total residential mortgage448 527 165 85 118 428 — — 1,771 
Consumer:Consumer:Consumer:
Home equityHome equityHome equity
Pass (a)Pass (a)— — — — — 15 1,489 63 1,567 Pass (a)— — — — — 11 1,460 45 1,516 
Criticized (c)Criticized (c)— — — — — 13 21 Criticized (c)— — — — — 12 17 
Total home equityTotal home equity— — — — — 16 1,502 70 1,588 Total home equity— — — — — 12 1,472 49 1,533 
Other consumerOther consumerOther consumer
Pass (a)Pass (a)113 23 12 41 404 — 598 Pass (a)101 68 13 31 337 — 560 
Criticized (c)Criticized (c)— — — — — — Criticized (c)— — — — — — — 
Total other consumerTotal other consumer113 23 14 41 410 — 606 Total other consumer101 68 13 31 341 — 564 
Total consumerTotal consumer113 23 14 57 1,912 70 2,194 Total consumer101 68 13 43 1,813 49 2,097 
Total retail loansTotal retail loans759 255 135 205 201 487 1,912 70 4,024 Total retail loans549 595 178 94 119 471 1,813 49 3,868 
Total loansTotal loans$9,714 $5,957 $4,523 $3,243 $1,913 $4,282 $22,570 $89 $52,291 Total loans$9,453 $5,533 $4,367 $3,021 $2,109 $3,959 $20,782 $61 $49,285 
(a)Includes all loans not included in the categories of special mention, substandard or nonaccrual.
(b)Includes Small Business Administration Paycheck Protection Program (PPP) loans of $292$35 million and $166$459 million originating in 2021 and 2020, respectively, at December 31, 2022 and 2021, and PPP loans of $3.5 billion originating in 2020 at December 31, 2020.respectively.
(c)Includes loans with an internal rating of special mention, substandard loans for which the accrual of interest has not been discontinued and nonaccrual loans. Special mention loans have potential credit weaknesses that deserve management’s close attention, such as loans to borrowers who may be experiencing financial difficulties that may result in deterioration of repayment prospects from the borrower at some future date. Accruing substandard loans have a well-defined weakness, or weaknesses, such as loans to borrowers who may be experiencing losses from operations or inadequate liquidity of a degree and duration that jeopardizes the orderly repayment of the loan. Substandard loans are also distinguished by the distinct possibility of loss in the future if these weaknesses are not corrected. Nonaccrual loans are loans for which the accrual of interest has been discontinued. For further information regarding nonaccrual loans, refer to the Nonperforming Assets subheading in Note 1 - Basis of Presentation and Accounting Policies. These categories are generally consistent with the "special mention" and "substandard" categories as defined by regulatory authorities. A minority of nonaccrual loans are consistent with the "doubtful" category.
Loan interest receivable totaled $120$261 million and $141$120 million at December 31, 20212022 and 2020,2021, respectively, and was included in accrued income and other assets on the Consolidated Balance Sheets.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Allowance for Credit Losses
The following table details the changes in the allowance for credit losses.
 202120202019
(in millions)Business LoansRetail LoansTotalBusiness LoansRetail LoansTotalBusiness LoansRetail LoansTotal
Years Ended December 31,
Balance at beginning of period:
Allowance for loan losses$895 $53 $948 $601 $36 $637 $627 $44 $671 
Allowance for credit losses on lending-related commitments35 9 44 28 31 26 30 
Allowance for credit losses930 62 992 629 39 668 653 48 701 
Cumulative effect of change in accounting principle   (42)25 (17)— — — 
Loan charge-offs(67)(3)(70)(233)(5)(238)(147)(5)(152)
Recoveries on loans previously charged-off76 4 80 38 42 40 45 
Net loan recoveries (charge-offs)9 1 10 (195)(1)(196)(107)— (107)
Provision for credit losses:
Provision for loan losses(373)3 (370)531 (7)524 81 (8)73 
Provision for credit losses on lending-related commitments(11)(3)(14)13 (1)
Provision for credit losses(384) (384)538 (1)537 83 (9)74 
Balance at end of period:
Allowance for loan losses531 57 588 895 53 948 601 36 637 
Allowance for credit losses on lending-related commitments24 6 30 35 44 28 31 
Allowance for credit losses$555 $63 $618 $930 $62 $992 $629 $39 $668 
Allowance for loan losses as a percentage of total loans1.17 %1.47 %1.19 %1.85 %1.32 %1.81 %1.30 %0.84 %1.27 %
Allowance for loan losses as a percentage of total loans excluding PPP loans1.18 n/a1.20 2.00n/a1.94n/an/an/a
Allowance for credit losses as a percentage of total loans1.22 1.63 1.26 1.93 1.55 1.90 1.37 0.91 1.33 
Allowance for credit losses as a percentage of total loans excluding PPP loans1.24 n/a1.27 2.08n/a2.03n/an/an/a
n/a - not applicable


 202220212020
(in millions)Business LoansRetail LoansTotalBusiness LoansRetail LoansTotalBusiness LoansRetail LoansTotal
Years Ended December 31,
Balance at beginning of period:
Allowance for loan losses$531 $57 $588 $895 $53 $948 $601 $36 $637 
Allowance for credit losses on lending-related commitments24 6 30 35 44 28 31 
Allowance for credit losses555 63 618 930 62 992 629 39 668 
Cumulative effect of change in accounting principle   — — — (42)25 (17)
Loan charge-offs(65)(3)(68)(67)(3)(70)(233)(5)(238)
Recoveries on loans previously charged-off47 4 51 76 80 38 42 
Net loan (charge-offs) recoveries(18)1 (17)10 (195)(1)(196)
Provision for credit losses:
Provision for loan losses28 11 39 (373)(370)531 (7)524 
Provision for credit losses on lending-related commitments16 5 21 (11)(3)(14)13 
Provision for credit losses44 16 60 (384)— (384)538 (1)537 
Balance at end of period:
Allowance for loan losses541 69 610 531 57 588 895 53 948 
Allowance for credit losses on lending-related commitments40 11 51 24 30 35 44 
Allowance for credit losses$581 $80 $661 $555 $63 $618 $930 $62 $992 
Allowance for loan losses as a percentage of total loans1.10 %1.67 %1.14 %1.17 %1.47 %1.19 %1.85 %1.32 %1.81 %
Allowance for credit losses as a percentage of total loans1.18 1.96 1.24 1.22 1.63 1.26 1.93 1.55 1.90 











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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Nonaccrual Loans
The following table presents additional information regarding nonaccrual loans. No interestInterest income of $12 million, $11 million and $7 million was recognized on nonaccrual loans for the years ended December 31, 2022, 2021 and 2020, and 2019.respectively.
(in millions)(in millions)Nonaccrual Loans with No Related AllowanceNonaccrual Loans with Related AllowanceTotal
Nonaccrual
Loans
(in millions)Nonaccrual Loans with No Related AllowanceNonaccrual Loans with Related AllowanceTotal
Nonaccrual
Loans
December 31, 2022December 31, 2022
Business loans:Business loans:
CommercialCommercial$64 $78 $142 
Real estate construction:Real estate construction:
Other business lines (a)Other business lines (a) 3 3 
Commercial mortgage:Commercial mortgage:
Commercial Real Estate business line (b)Commercial Real Estate business line (b) 1 1 
Other business lines (a)Other business lines (a)4 18 22 
Total commercial mortgageTotal commercial mortgage4 19 23 
InternationalInternational3  3 
Total business loansTotal business loans71 100 171 
Retail loans:Retail loans:
Residential mortgageResidential mortgage53  53 
Consumer:Consumer:
Home equityHome equity15  15 
Other consumerOther consumer1  1 
Total consumerTotal consumer16  16 
Total retail loansTotal retail loans69  69 
Total nonaccrual loansTotal nonaccrual loans$140 $100 $240 
December 31, 2021December 31, 2021December 31, 2021
Business loans:Business loans:Business loans:
CommercialCommercial$8 $165 $173 Commercial$$165 $173 
Real estate construction:Real estate construction:Real estate construction:
Other business lines (a)Other business lines (a) 6 6 Other business lines (a)— 
Commercial mortgage:Commercial mortgage:Commercial mortgage:
Commercial Real Estate business line (b)Commercial Real Estate business line (b) 1 1 Commercial Real Estate business line (b)— 
Other business lines (a)Other business lines (a)4 27 31 Other business lines (a)27 31 
Total commercial mortgageTotal commercial mortgage4 28 32 Total commercial mortgage28 32 
InternationalInternational 5 5 International— 
Total business loansTotal business loans12 204 216 Total business loans12 204 216 
Retail loans:Retail loans:Retail loans:
Residential mortgageResidential mortgage36  36 Residential mortgage36 — 36 
Consumer:Consumer:Consumer:
Home equityHome equity12  12 Home equity12 — 12 
Total retail loansTotal retail loans48  48 Total retail loans48 — 48 
Total nonaccrual loansTotal nonaccrual loans$60 $204 $264 Total nonaccrual loans$60 $204 $264 
December 31, 2020
Business loans:
Commercial$57 $195 $252 
Real estate construction:
Other business lines (a)— 
Commercial mortgage:
Commercial Real Estate business line (b)
Other business lines (a)21 26 
Total commercial mortgage23 29 
Lease financing— 
Total business loans63 220 283 
Retail loans:
Residential mortgage47 — 47 
Consumer:
Home equity17 — 17 
Total retail loans64 — 64 
Total nonaccrual loans$127 $220 $347 
(a)Primarily loans secured by owner-occupied real estate.
(b)Primarily loans to real estate developers.

Foreclosed Properties
Foreclosed properties totaledwere insignificant at December 31, 2022, compared to $1 million and $8 million at December 31, 2021 and 2020, respectively. There were no retail2021. Retail loans secured by residential real estate properties in process of foreclosure included in nonaccrual loans in either of the years endedwere insignificant at December 31, 2021 and 2020.


2022 compared to none at December 31, 2021.



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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries


Troubled Debt Restructurings
The following table details the amortized cost basis at December 31, 20212022 and 20202021 of loans considered to be TDRs that were restructured during the years ended December 31, 20212022 and 2020,2021, by type of modification. In cases of loans with more than one type of modification, the loans were categorized based on the most significant modification.
2021202020222021 (a)
Type of ModificationType of ModificationType of ModificationType of Modification
(in millions)(in millions)Principal Deferrals (a)Interest Rate ReductionsTotal ModificationsPrincipal Deferrals (a)Interest Rate ReductionsTotal Modifications(in millions)Principal Deferrals (b)Interest Rate ReductionsTotal ModificationsPrincipal Deferrals (b)Interest Rate ReductionsTotal Modifications
Years Ended December 31,Years Ended December 31,Years Ended December 31,
Business loans:Business loans:Business loans:
CommercialCommercial$8 $ $8 $18 $— $18 Commercial$26 $ $26 $$— $
Real estate construction:Real estate construction:
Other business lines (c)Other business lines (c)3  3 — — — 
Commercial mortgage:Commercial mortgage:Commercial mortgage:
Other business lines (b)   — 
Other business lines (c)Other business lines (c)14  14 — — — 
Total business loansTotal business loans8  8 20 — 20 Total business loans43  43 — 
Retail loans:Retail loans:Retail loans:
Residential mortgageResidential mortgage 27 27 — — — 
Consumer:Consumer:Consumer:
Home equity (c)(d)Home equity (c)(d) 2 2 — Home equity (c)(d)1 1 2 — 
Other consumerOther consumer 1 1 — — — 
Total consumerTotal consumer1 2 3 — 
Total retail loansTotal retail loans 2 2 — Total retail loans1 29 30 — 
Total loansTotal loans$8 $2 $10 $20 $$22 Total loans$44 $29 $73 $$$10 
(a)Under the provisions of the CARES Act, qualifying COVID-19-related modifications, primarily principal deferrals, were not considered TDRs during the year ended December 31, 2021.
(b)Primarily represents loan balances where terms were extended by more than an insignificant time period, typically more than 180 days, at or above contractual interest rates. Also includes commercial loans restructured in bankruptcy.
(b)(c)Primarily loans secured by owner-occupied real estate.
(c)(d)Includes bankruptcy loans for which the court has discharged the borrower's obligation and the borrower has not reaffirmed the debt.
The Corporation charges interest on principal balances outstanding during deferral periods. Additionally, none of the modifications involved forgiveness of principal. There were no significant commitments to lend additional funds to borrowers whose terms have been modified in TDRs at December 31, 20212022 and 2020.2021. On an ongoing basis, the Corporation monitors the performance of modified loans to their restructured terms. The allowance for loan losses continues to be reassessed on the basis of an individual evaluation of the loan. Loans with terms extended by more than an insignificant time period in accordance with the provisions of the CARES Act, primarily retail loans, were $22 million and $72 million at December 31, 2021 and 2020, respectively and not reported as TDRs.
For principal deferrals, incremental deterioration in the credit quality of the loan, represented by a downgrade in the risk rating of the loan, for example, due to missed interest payments or a reduction of collateral value, is considered a subsequent default. For interest rate reductions, a subsequent payment default is defined in terms of delinquency, when a principal or interest payment is 90 days past due. Of the TDRs modified during the years ended December 31, 20212022 and 2020,2021, there were no$6 million of subsequent defaults of principal deferrals orand no interest rate reductions for the year ended December 31, 2021,2022, compared to $10 million ofno principal deferrals and noor interest rate reductions infor the comparable period in 2020.

2021.
NOTE 5 - SIGNIFICANT GROUP CONCENTRATIONS OF CREDIT RISK
Concentrations of credit risk may exist when a number of borrowers are engaged in similar activities, or activities in the same geographic region, and have similar economic characteristics that would cause them to be similarly impacted by changes in economic or other conditions. Concentrations of both on-balance sheet and off-balance sheet credit risk are controlled and monitored as part of credit policies. The Corporation is a regional financial services holding company with a geographic concentration of its on-balance-sheet and off-balance-sheet activities in Michigan, California and Texas.
At December 31, 2021,2022, the Corporation's concentration of credit risk with the commercial real estate industry, which includes a portfolio of real estate construction and commercial mortgage loans, represented 2931 percent of total loans. The following table summarizes the Corporation's commercial real estate loan portfolio by loan category.
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(in millions)(in millions)  (in millions)  
December 31December 3120212020December 3120222021
Real estate construction loans:Real estate construction loans:Real estate construction loans:
Commercial Real Estate business line (a)Commercial Real Estate business line (a)$2,391 $3,657 Commercial Real Estate business line (a)$2,505 $2,391 
Other business lines (b)Other business lines (b)557 425 Other business lines (b)600 557 
Total real estate construction loansTotal real estate construction loans2,948 4,082 Total real estate construction loans3,105 2,948 
Commercial mortgage loans:Commercial mortgage loans:Commercial mortgage loans:
Commercial Real Estate business line (a)Commercial Real Estate business line (a)3,338 2,273 Commercial Real Estate business line (a)4,681 3,338 
Other business lines (b)Other business lines (b)7,917 7,639 Other business lines (b)8,625 7,917 
Total commercial mortgage loansTotal commercial mortgage loans11,255 9,912 Total commercial mortgage loans13,306 11,255 
Total commercial real estate loansTotal commercial real estate loans$14,203 $13,994 Total commercial real estate loans$16,411 $14,203 
Total unused commitments on commercial real estate loansTotal unused commitments on commercial real estate loans$4,030 $3,272 Total unused commitments on commercial real estate loans$6,602 $4,030 
(a)Primarily loans to real estate developers.
(b)Primarily loans secured by owner-occupied real estate.
The Corporation also has a concentration of credit risk with the automotive industry.industry, which represented 12 percent of total loans at December 31, 2022. Outstanding loans, included in commercial loans on the Consolidated Balance Sheets, and total exposure (outstanding loans, unused commitments and standby letters of credit) to companies related to the automotive industry were as follows:
(in millions)(in millions)  (in millions)  
December 31December 3120212020December 3120222021
Automotive loans:Automotive loans:Automotive loans:
Production (a)$1,112 $1,093 
ProductionProduction$1,068 $1,112 (a)
DealerDealer4,162 5,692 Dealer5,367 4,162 
Total automotive loansTotal automotive loans$5,274 $6,785 Total automotive loans$6,435 $5,274 
Total automotive exposure:Total automotive exposure:Total automotive exposure:
Production (a)$2,041 $2,267 
ProductionProduction$2,028 $2,041 (a)
DealerDealer10,665 9,653 Dealer10,910 10,665 
Total automotive exposureTotal automotive exposure$12,706 $11,920 Total automotive exposure$12,938 $12,706 
(a)Excludes PPP loans.

NOTE 6 - PREMISES AND EQUIPMENT
A summary of premises and equipment by major category follows:
(in millions)(in millions)  (in millions)  
December 31December 3120212020December 3120222021
LandLand$85 $86 Land$81 $85 
Buildings and improvementsBuildings and improvements852 847 Buildings and improvements737 852 
Furniture and equipmentFurniture and equipment516 485 Furniture and equipment518 516 
Total costTotal cost1,453 1,418 Total cost1,336 1,453 
Less: Accumulated depreciation and amortizationLess: Accumulated depreciation and amortization(999)(959)Less: Accumulated depreciation and amortization(936)(999)
Net book valueNet book value$454 $459 Net book value$400 $454 
The Corporation conducts a portion of its business from leased facilities and leases certain equipment. Refer to Note 2625 for more information on leased facilities and equipment.
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NOTE 7 - GOODWILL AND CORE DEPOSIT INTANGIBLES
The following table summarizes the carrying value of goodwill by reporting unit for the years ended December 31, 20212022 and 2020.2021.
(in millions)(in millions)(in millions)
December 31December 3120212020December 3120222021
Commercial BankCommercial Bank$473 $473 Commercial Bank$473 $473 
Retail BankRetail Bank101 101 Retail Bank101 101 
Wealth ManagementWealth Management61 61 Wealth Management61 61 
TotalTotal$635 $635 Total$635 $635 
The Corporation performs its annual evaluation of goodwill impairment in the third quarter of each year and may elect to perform a quantitative impairment analysis or first conduct a qualitative analysis to determine if a quantitative analysis is necessary. In addition, the Corporation evaluates goodwill impairment on an interim basis if events or changes in circumstances between annual tests indicate additional testing may be warranted to determine if goodwill might be impaired.
In 20212022 and 2020,2021, the annual test of goodwill impairment was performed as of the beginning of the third quarter, and in both periods, a qualitative assessment resulted in the Corporation determining goodwill was not impaired, as it was more likely than not that the fair value of each reporting unit exceeded its carrying value.
Due to significant deterioration of economic conditions and the spread of the coronavirus global pandemic in first quarter 2020, the Corporation assessed impairment indicators and determined it was more likely than not that the fair value of each reporting unit exceeded its carrying value. In second quarter 2020, the Corporation performed an interim quantitative impairment test in response to continued macroeconomic deterioration as a result of the global pandemic and the ongoing impacts to the banking industry and markets in which the Corporation operates. At the conclusion of the second quarter 2020 quantitative test, the Corporation determined that the estimated fair values of all reporting units substantially exceeded their carrying values, including goodwill.
A summary of core deposit intangible carrying value and related accumulated amortization follows:
(in millions)
December 3120212020
Gross carrying amount$34 $34 
Accumulated amortization$(34)$(33)
Net carrying amount$— $
The Corporation recorded amortization expense related to the core deposit intangible of $1 million $1 million and $2 million for both the years ended December 31, 2021 2020 and 2019, respectively.2020. The core deposit intangible was fully amortized at December 31, 2021.
NOTE 8 - DERIVATIVE AND CREDIT-RELATED FINANCIAL INSTRUMENTS
In the normal course of business, the Corporation enters into various transactions involving derivative and credit-related financial instruments to manage exposure to fluctuations in interest rate, foreign currency and other market risks and to meet the financing needs of customers (customer-initiated derivatives). These financial instruments involve, to varying degrees, elements of market and credit risk. Market and credit risk are included in the determination of fair value.
Market risk is the potential loss that may result from movements in interest rates, foreign currency exchange rates or energy commodity prices that cause an unfavorable change in the value of a financial instrument. The Corporation manages this risk by establishing monetary exposure limits and monitoring compliance with those limits. Market risk inherent in interest rate and energy contracts entered into on behalf of customers is mitigated by taking offsetting positions, except in those circumstances when the amount, tenor and/or contract rate level results in negligible economic risk, whereby the cost of purchasing an offsetting contract is not economically justifiable. The Corporation mitigates most of the inherent market risk in foreign exchange contracts entered into on behalf of customers by taking offsetting positions and manages the remainder through individual foreign currency position limits and aggregate value-at-risk limits. These limits are established annually and positions are monitored quarterly. Market risk inherent in derivative instruments held or issued for risk management purposes is typically offset by changes in the fair value of the assets or liabilities being hedged.
Credit risk is the possible loss that may occur in the event of nonperformance by the counterparty to a financial instrument. The Corporation attempts to minimize credit risk arising from customer-initiated derivatives by evaluating the creditworthiness of each customer, adhering to the same credit approval process used for traditional lending activities and
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obtaining collateral as deemed necessary. Derivatives with dealer counterparties are either cleared through a clearinghouse or settled directly with a single counterparty. For derivatives settled directly with dealer counterparties, the Corporation utilizes counterparty risk limits and monitoring procedures as well as master netting arrangements and bilateral collateral agreements to facilitate the management of credit risk.
Included in the fair value of derivative instruments are credit valuation adjustments reflecting counterparty credit risk. These adjustments are determined by applying a credit spread for the counterparty or the Corporation, as appropriate, to the total expected exposure of the derivative. Master netting arrangements effectively reduce credit valuation adjustments by permitting settlement of positive and negative positions and offset cash collateral held with the same counterparty on a net basis. Bilateral collateral agreements require daily exchange of cash or highly rated securities issued by the U.S. Treasury or other U.S. government entities to collateralize amounts due to either party. At December 31, 2021,2022, counterparties with bilateral collateral agreements deposited $18$185 million of cash with the Corporation to secure the fair value of contracts in an unrealized gain position, and the Corporation had pledged $54$202 million of marketable investment securities and posted $494$4 million of cash as collateral for contracts in an unrealized loss position. For those counterparties not covered under bilateral collateral agreements, collateral is obtained, if deemed necessary, based on the results of management’s credit evaluation of the counterparty. Collateral varies, but may include cash, investment securities, accounts receivable, equipment or real estate. Included in the fair value
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

Derivative Instruments
Derivative instruments utilized by the Corporation are negotiated over-the-counter and primarily include swaps, caps and floors, forward contracts and options, each of which may relate to interest rates, energy commodity prices or foreign currency exchange rates. Swaps are agreements in which two parties periodically exchange cash payments based on specified indices applied to a specified notional amount until a stated maturity. Caps and floors are agreements which entitle the buyer to receive cash payments based on the difference between a specified reference rate or price and an agreed strike rate or price, applied to a specified notional amount until a stated maturity. Forward contracts are over-the-counter agreements to buy or sell an asset at a specified future date and price. Options are similar to forward contracts except the purchaser has the right, but not the obligation, to buy or sell the asset during a specified period or at a specified future date.
Over-the-counter contracts are tailored to meet the needs of the counterparties involved and, therefore, contain a greater degree of credit risk and liquidity risk than exchange-traded contracts, which have standardized terms and readily available price information. The Corporation reduces exposure to market and liquidity risks from over-the-counter derivative instruments entered into for risk management purposes, and transactions entered into to mitigate the market risk associated with customer-initiated transactions, by taking offsetting positions with investment grade domestic and foreign financial institutions and subjecting counterparties to credit approvals, limits and collateral monitoring procedures similar to those used in making other extensions of credit. In addition, certain derivative contracts executed bilaterally with a dealer counterparty in the over-the-counter market are cleared through a clearinghouse, whereby the clearinghouse becomes the counterparty to the transaction.
The following table presents the composition of the Corporation’s derivative instruments held or issued for risk management purposes or in connection with customer-initiated and other activities at December 31, 20212022 and 2020.2021. The table excludes a derivative related to the Corporation's 2008 sale of its remaining ownership of Visa shares.shares and includes accrued interest receivable and payable.

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December 31, 2021December 31, 2020 December 31, 2022December 31, 2021
 Fair Value Fair Value  Fair Value Fair Value
(in millions)(in millions)Notional/
Contract
Amount (a)
Gross Derivative AssetsGross Derivative LiabilitiesNotional/
Contract
Amount (a)
Gross Derivative AssetsGross Derivative Liabilities(in millions)Notional/
Contract
Amount (a)
Gross Derivative AssetsGross Derivative LiabilitiesNotional/
Contract
Amount (a)
Gross Derivative AssetsGross Derivative Liabilities
Risk management purposesRisk management purposesRisk management purposes
Derivatives designated as hedging instrumentsDerivatives designated as hedging instrumentsDerivatives designated as hedging instruments
Interest rate contracts:Interest rate contracts:Interest rate contracts:
Fair value swaps - receive fixed/pay floatingFair value swaps - receive fixed/pay floating$2,650 $ $ $2,650 $— $— Fair value swaps - receive fixed/pay floating$3,150 $ $ $2,650 $— $— 
Cash flow swaps - receive fixed/
pay floating (b)
Cash flow swaps - receive fixed/
pay floating (b)
8,050   5,550 — — Cash flow swaps - receive fixed/
pay floating (b)
26,600  50 8,050 — — 
Derivatives used as economic hedgesDerivatives used as economic hedgesDerivatives used as economic hedges
Foreign exchange contracts:Foreign exchange contracts:Foreign exchange contracts:
Spot, forwards and swapsSpot, forwards and swaps452  2 442 Spot, forwards and swaps392 1 3 452 — 
Total risk management purposesTotal risk management purposes11,152  2 8,642 Total risk management purposes30,142 1 53 11,152 — 
Customer-initiated and other activitiesCustomer-initiated and other activitiesCustomer-initiated and other activities
Interest rate contracts:Interest rate contracts:Interest rate contracts:
Caps and floors writtenCaps and floors written809  3 869 — — Caps and floors written924  25 809 — 
Caps and floors purchasedCaps and floors purchased809 3  869 — — Caps and floors purchased924 25  809 — 
SwapsSwaps19,382 236 66 19,783 531 61 Swaps18,450 181 569 19,382 236 66 
Total interest rate contractsTotal interest rate contracts21,000 239 69 21,521 531 61 Total interest rate contracts20,298 206 594 21,000 239 69 
Energy contracts:Energy contracts:Energy contracts:
Caps and floors writtenCaps and floors written1,779  203 503 33 Caps and floors written4,051  430 1,779 — 203 
Caps and floors purchasedCaps and floors purchased1,779 204  503 33 Caps and floors purchased4,051 431  1,779 204 — 
SwapsSwaps4,212 466 459 2,115 117 115 Swaps6,419 589 576 4,212 466 459 
Total energy contractsTotal energy contracts7,770 670 662 3,121 151 149 Total energy contracts14,521 1,020 1,006 7,770 670 662 
Foreign exchange contracts:Foreign exchange contracts:Foreign exchange contracts:
Spot, forwards, options and swapsSpot, forwards, options and swaps1,716 19 14 1,901 17 15 Spot, forwards, options and swaps2,704 52 42 1,716 19 14 
Total customer-initiated and other activitiesTotal customer-initiated and other activities30,486 928 745 26,543 699 225 Total customer-initiated and other activities37,523 1,278 1,642 30,486 928 745 
Total gross derivativesTotal gross derivatives$41,638 928 747 $35,185 700 229 Total gross derivatives$67,665 1,279 1,695 $41,638 928 747 
Amounts offset in the Consolidated Balance Sheets:Amounts offset in the Consolidated Balance Sheets:Amounts offset in the Consolidated Balance Sheets:
Netting adjustment - Offsetting derivative assets/liabilitiesNetting adjustment - Offsetting derivative assets/liabilities(187)(187)(83)(83)Netting adjustment - Offsetting derivative assets/liabilities(644)(644)(187)(187)
Netting adjustment - Cash collateral received/postedNetting adjustment - Cash collateral received/posted(15)(452)(17)(48)Netting adjustment - Cash collateral received/posted(180)(4)(15)(452)
Net derivatives included in the Consolidated Balance Sheets (c)Net derivatives included in the Consolidated Balance Sheets (c)726 108 600 98 Net derivatives included in the Consolidated Balance Sheets (c)455 1,047 726 108 
Amounts not offset in the Consolidated Balance Sheets:Amounts not offset in the Consolidated Balance Sheets:Amounts not offset in the Consolidated Balance Sheets:
Marketable securities pledged under bilateral collateral agreementsMarketable securities pledged under bilateral collateral agreements (52)— (42)Marketable securities pledged under bilateral collateral agreements(70)(202)— (52)
Net derivatives after deducting amounts not offset in the Consolidated Balance SheetsNet derivatives after deducting amounts not offset in the Consolidated Balance Sheets$726 $56 $600 $56 Net derivatives after deducting amounts not offset in the Consolidated Balance Sheets$385 $845 $726 $56 
(a)Notional or contractual amounts, which represent the extent of involvement in the derivatives market, are used to determine the contractual cash flows required in accordance with the terms of the agreement. These amounts are typically not exchanged, significantly exceed amounts subject to credit or market risk and are not reflected on the Consolidated Balance Sheets.
(b)December 31, 20212022 included $3.0$4.6 billion of forward starting swaps that will become effective on their contractual start dates in 20222023 and 2023.2024.
(c)Net derivative assets are included in accrued income and other assets and net derivative liabilities are included in accrued expenses and other liabilities on the Consolidated Balance Sheets. Included in the fair value of net derivative assets and net derivative liabilities are credit valuation adjustments reflecting counterparty credit risk and credit risk of the Corporation. The fair value of net derivative assets included credit valuation adjustments for counterparty credit risk of $9$2 million and $27$9 million at December 31, 2022 and 2021, respectively.
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Risk Management
The Corporation's derivative instruments used for managing interest rate risk include cash flow hedging strategies that convert variable-rate loans to fixed rates and fair value hedging strategies that convert fixed-rate medium-and long-term debt to variable rates. Interest and fees on loans included $(25) million, $95 million and $70 million of cash flow hedge (loss) income for the years ended
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December 31, 2022, 2021 and 2020, respectively. There was no cash flow hedge income for the year ended December 31, 2019. Interest rate swap agreements with a notional amount of $500 million outstanding matured in 2021. In the fourth quarter of 2021, the Corporation entered into $3.0 billion of forward starting receive fixed interest rate swaps that will become effective on their contractual start dates in 2022 and 2023.
The following table details the effects of fair value hedging on the Consolidated Statements of Comprehensive Income.
(in millions)(in millions)Interest on Medium- and Long-Term Debt(in millions)Interest on Medium- and Long-Term Debt
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Total interest on medium-and long-term debt (a)Total interest on medium-and long-term debt (a)$35 $80 $197 Total interest on medium-and long-term debt (a)$87 $35 $80 
Fair value hedging relationships:Fair value hedging relationships:Fair value hedging relationships:
Interest rate contracts:Interest rate contracts:Interest rate contracts:
Hedged itemsHedged items102 109 110 Hedged items112 102 109 
Derivatives designated as hedging instrumentsDerivatives designated as hedging instruments(68)(51)(4)Derivatives designated as hedging instruments(25)(68)(51)
(a)Includes the effects of hedging.
Centrally-cleared derivative positions are settled daily based on derivative fair values and the party receiving net settlement amounts pays price alignment, based on an earning rate, to the party making settlement payments. Accordingly, the Corporation may recognize risk management hedging income consisting of price alignment income or expense depending on the fair value of its positions. Price alignment income was reported in other noninterest income on the Consolidated Statements of Income and totaled $8 million for the year ending December 31, 2022 and was insignificant for the years ending December 31, 2021 and 2020.
For information on accumulated net (losses) gains on cash flow hedges, refer to Note 14.
The following table summarizestables summarize the expected weighted average remaining maturity of the notional amount of risk management interest rate swaps, the carrying amount of the related hedged items and the weighted average interest rates associated with amounts expected to be received or paid on interest rate swap agreements, and for fair value swaps, the carrying amount of the related hedged items, as of December 31, 20212022 and 2020.2021.
Cash flow swaps - receive fixed/pay floating rate on variable-rate loans
(dollar amounts in millions)(dollar amounts in millions)December 31, 2021December 31, 2020(dollar amounts in millions)December 31, 2022December 31, 2021
Weighted average:Weighted average:Weighted average:
Time to maturity (in years) Time to maturity (in years)2.1 2.3 Time to maturity (in years)4.6 2.4 
Receive rate (a) Receive rate (a)1.84 %1.87 %Receive rate (a)2.35 %1.84 %
Pay rate (a), (b) Pay rate (a), (b)0.10 0.15 Pay rate (a), (b)4.07 0.10 
(a)Excludes forward starting swaps not effective as of the period shown. December 31, 2022 excluded $4.6 billion of forward starting swaps. December 31, 2021 excludesexcluded $3.0 billion of forward starting receive fixed swaps that will become effective on their contractual start dates in 2022 and 2023.swaps.
(b)Variable rates paid on receive fixed swaps designated as cash flow hedges are based on one-month LIBOR, BSBY or Secured Overnight Financing Rate (SOFR) rates in effect at December 31, 20212022 and 2020.2021. Derivative contracts with maturity dates beyond the LIBOR cessation date will fall back to the daily Secured Overnight Financing Rate (SOFR)SOFR with a spread adjustment.

Fair value swaps - receive fixed/pay floating rate on medium- and long-term debt
(dollar amounts in millions)(dollar amounts in millions)December 31, 2021December 31, 2020(dollar amounts in millions)December 31, 2022December 31, 2021
Carrying value of hedged items (a)Carrying value of hedged items (a)2,796 2,928 Carrying value of hedged items (a)3,024 2,796 
Weighted average:Weighted average:Weighted average:
Time to maturity (in years) Time to maturity (in years)3.6 4.6 Time to maturity (in years)3.9 3.6 
Receive rate Receive rate3.68 %3.68 %Receive rate3.52 %3.68 %
Pay rate (b) Pay rate (b)1.08 1.16 Pay rate (b)4.90 1.08 
(a)Included $145$(124) million and $279$145 million of cumulative hedging adjustments at December 31, 20212022 and 2020,2021, respectively, which included $5$4 million and $6$5 million, respectively, of hedging adjustment on a discontinued hedging relationship.
(b)Floating rates paid on receive fixed swaps designated as fair value hedges are based on one-month LIBOR rates in effect at December 31, 20212022 and 2020.2021. Derivative contracts with maturity dates beyond the LIBOR cessation date will fall back to the daily SOFR with a spread adjustment.


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Customer-Initiated and Other
The Corporation enters into derivative transactions at the request of customers and generally takes offsetting positions with dealer counterparties to mitigate the inherent market risk. Income primarily results from the spread between the customer derivative and the offsetting dealer position.
For customer-initiated foreign exchange contracts where offsetting positions have not been taken, the Corporation manages the remaining inherent market risk through individual foreign currency position limits and aggregate value-at-risk limits. These limits are established annually and reviewed quarterly. For those customer-initiated derivative contracts which were not offset or where the Corporation holds a position within the limits described above, the Corporation recognized 0no net gains and losses in other noninterest income on the Consolidated Statements of Income for the years ending December 31, 2022, 2021 and 2020, and 2019, respectively.
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Fair values of customer-initiated and other derivative instruments represent the net unrealized gains or losses on such contracts and are recorded on the Consolidated Balance Sheets. Changes in fair value are recognized on the Consolidated Statements of Income. The net gains recognized in income on customer-initiated derivative instruments, net of the impact of offsetting positions included in derivative income, were as follows:
Years Ended December 31,Years Ended December 31,
(in millions)(in millions)202120202019(in millions)202220212020
Interest rate contractsInterest rate contracts$36 $26 $27 Interest rate contracts$34 $36 $26 
Energy contractsEnergy contracts18 Energy contracts28 18 
Foreign exchange contractsForeign exchange contracts45 40 44 Foreign exchange contracts47 45 40 
TotalTotal$99 $67 $76 Total$109 $99 $67 
Credit-Related Financial Instruments
The Corporation issues off-balance sheet financial instruments in connection with commercial and consumer lending activities. The Corporation’s credit risk associated with these instruments is represented by the contractual amounts indicated in the following table.
(in millions)(in millions)(in millions)
December 31December 3120212020December 3120222021
Unused commitments to extend credit:Unused commitments to extend credit:Unused commitments to extend credit:
Commercial and otherCommercial and other$25,910 $23,443 Commercial and other$30,800 $25,910 
Bankcard, revolving check credit and home equity loan commitments3,554 3,297 
Bankcard, revolving credit and home equity loan commitmentsBankcard, revolving credit and home equity loan commitments4,017 3,554 
Total unused commitments to extend creditTotal unused commitments to extend credit$29,464 $26,740 Total unused commitments to extend credit$34,817 $29,464 
Standby letters of creditStandby letters of credit$3,378 $3,273 Standby letters of credit$3,712 $3,378 
Commercial letters of creditCommercial letters of credit44 30 Commercial letters of credit39 44 
The Corporation maintains an allowance to cover current expected credit losses inherent in lending-related commitments, including unused commitments to extend credit, letters of credit and financial guarantees. The allowance for credit losses on lending-related commitments, included in accrued expenses and other liabilities on the Consolidated Balance Sheets, was $30$51 million and $44$30 million at December 31, 20212022 and 2020,2021, respectively.
Unused Commitments to Extend Credit
Commitments to extend credit are legally binding agreements to lend to a customer, provided there is no violation of any condition established in the contract. These commitments generally have fixed expiration dates or other termination clauses and may require payment of a fee. Since many commitments expire without being drawn upon, the total contractual amount of commitments does not necessarily represent future cash requirements of the Corporation. Commercial and other unused commitments are primarily variable rate commitments. The allowance for credit losses on lending-related commitments included $27$44 million and $37$27 million at December 31, 20212022 and 2020,2021, respectively, for expected credit losses inherent in the Corporation’s unused commitments to extend credit.
Standby and Commercial Letters of Credit
Standby letters of credit represent conditional obligations of the Corporation which guarantee the performance of a customer to a third party. Standby letters of credit are primarily issued to support public and private borrowing arrangements, including commercial paper, bond financing and similar transactions. Commercial letters of credit are issued to finance foreign or domestic trade transactions. These contracts expire in decreasing amounts through the year 2028.2029. The Corporation may enter
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into participation arrangements with third parties that effectively reduce the maximum amount of future payments which may be required under standby and commercial letters of credit. These risk participations covered $98$107 million and $150$98 million at December 31, 20212022 and 2020,2021, respectively, of the $3.4$3.8 billion and $3.3$3.4 billion of standby and commercial letters of credit outstanding at December 31, 20212022 and 2020,2021, respectively.
The carrying value of the Corporation’s standby and commercial letters of credit, included in accrued expenses and other liabilities on the Consolidated Balance Sheets, totaled $32$35 million at December 31, 2021,2022, including $29$28 million in deferred fees and $3$7 million in the allowance for credit losses on lending-related commitments. At December 31, 2020,2021, the comparable amounts were $37$32 million, $30$29 million and $7$3 million, respectively.
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The following table presents a summary of criticized standby and commercial letters of credit at December 31, 20212022 and 2020.2021. The Corporation's criticized list is consistent with the Special Mention, Substandard and Doubtful categories defined by regulatory authorities. The Corporation manages credit risk through underwriting, periodically reviewing and approving its credit exposures using Board committee approved credit policies and guidelines.
(dollar amounts in millions)(dollar amounts in millions)December 31, 2021December 31, 2020(dollar amounts in millions)December 31, 2022December 31, 2021
Total criticized standby and commercial letters of creditTotal criticized standby and commercial letters of credit$37 $73 Total criticized standby and commercial letters of credit$37 $37 
As a percentage of total outstanding standby and commercial letters of creditAs a percentage of total outstanding standby and commercial letters of credit1.1 %2.2 %As a percentage of total outstanding standby and commercial letters of credit1.0 %1.1 %

Other Credit-Related Financial Instruments
The Corporation enters into credit risk participation agreements, under which the Corporation assumes credit exposure associated with a borrower’s performance related to certain interest rate derivative contracts. The Corporation is not a party to the interest rate derivative contracts and only enters into these credit risk participation agreements in instances in which the Corporation is also a party to the related loan participation agreement for such borrowers. The Corporation manages its credit risk on the credit risk participation agreements by monitoring the creditworthiness of the borrowers, which is based on the normal credit review process as if the Corporation had entered into the derivative instruments directly with the borrower. The notional amount of such credit risk participation agreements reflects the pro-rata share of the derivative instrument, consistent with its share of the related participated loan. The total notional amount of the credit risk participation agreements was approximately $951 million and $1.1 billion at both December 31, 2022 and 2021, and 2020,respectively, and the fair value was insignificant at December 31, 2022 and $1 million at December 31, 2021 and $3 million at December 31, 2020, respectively.2021. The maximum estimated exposure to these agreements, as measured by projecting a maximum value of the guaranteed derivative instruments, assuming 100 percent default by all obligors on the maximum values, was $30 millioninsignificant at December 31, 2022 and $62$30 million at December 31, 2021 and 2020, respectively.2021. In the event of default, the lead bank has the ability to liquidate the assets of the borrower, in which case the lead bank would be required to return a percentage of the recouped assets to the participating banks. As of December 31, 2021,2022, the weighted average remaining maturity of outstanding credit risk participation agreements was 4.23.8 years.
In 2008, the Corporation sold its remaining ownership of Visa Class B shares and entered into a derivative contract. Under the terms of the derivative contract, the Corporation will compensate the counterparty primarily for dilutive adjustments made to the conversion factor of the Visa Class B shares to Class A shares based on the ultimate outcome of litigation involving Visa. Conversely, the Corporation will be compensated by the counterparty for any increase in the conversion factor from anti-dilutiveanti- dilutive adjustments. The notional amount of the derivative contract was equivalent to approximately 780,000 Visa Class B Shares. The fair value of the derivative liability, included in accrued expenses and other liabilities on the Consolidated Balance Sheets, was $13$12 million and $11$13 million at December 31, 2022 and December 31, 2021, and 2020, respectively.

NOTE 9 - VARIABLE INTEREST ENTITIES (VIEs)
The Corporation evaluates its interest in certain entities to determine if these entities meet the definition of a VIE and whether the Corporation is the primary beneficiary and should consolidate the entity based on the variable interests it held both at inception and when there is a change in circumstances that requires a reconsideration.
The Corporation holds ownership interests in funds in the form of limited partnerships or limited liability companies (LLCs) investing in affordable housing projects that qualify for the low-income housing tax credit (LIHTC). The Corporation also directly invests in limited partnerships and LLCs which invest in community development and other projects, which generate similar tax credits to investors (other tax credit entities). As an investor, the Corporation obtains income tax credits and deductions from the operating losses of these tax credit entities. These tax credit entities meet the definition of a VIE; however, the Corporation is not the primary beneficiary of the entities, as the general partner or the managing member has both the power to
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direct the activities that most significantly impact the economic performance of the entities and the obligation to absorb losses or the right to receive benefits that could be significant to the entities.
The Corporation accounts for its interests in LIHTC entities using the proportional amortization method. Ownership interests in other tax credit entities are accounted for under either the cost or equity method. Exposure to loss as a result of the Corporation’s involvement in LIHTC entities and other tax credit entities at December 31, 20212022 was limited to $451$475 million and $20$31 million, respectively.
Investment balances, including all legally binding commitments to fund future investments, are included in accrued income and other assets on the Consolidated Balance Sheets. A liability is recognized in accrued expenses and other liabilities on the Consolidated Balance Sheets for all legally binding unfunded commitments to fund tax credit entities ($169208 million at December 31, 2021)2022). Amortization and other write-downs of LIHTC investments are presented on a net basis as a component of the provision for income taxes on the Consolidated Statements of Income, while amortization and write-downs of other tax
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credit investments are recorded in other noninterest income. The income tax credits and deductions are recorded as a reduction of income tax expense and a reduction of federal income taxes payable.
The Corporation provided no financial or other support that was not contractually required to any of the above VIEs during the years ended December 31, 2022, 2021 2020 and 2019.2020.
The following table summarizes the impact of these tax credit entities on the Corporation’s Consolidated Statements of Income.
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Other noninterest income:Other noninterest income:Other noninterest income:
Amortization of other tax credit investmentsAmortization of other tax credit investments$1 $$Amortization of other tax credit investments$ $$
Provision for income taxes:Provision for income taxes:Provision for income taxes:
Amortization of LIHTC InvestmentsAmortization of LIHTC Investments71 $67 65 Amortization of LIHTC Investments72 $71 67 
Low income housing tax creditsLow income housing tax credits(68)(63)(62)Low income housing tax credits(68)(68)(63)
Other tax benefits related to tax credit entitiesOther tax benefits related to tax credit entities(17)(16)(13)Other tax benefits related to tax credit entities(18)(17)(16)
Total provision for income taxesTotal provision for income taxes$(14)$(12)$(10)Total provision for income taxes$(14)$(14)$(12)
For further information on the Corporation’s consolidation policy, see Note 1.
NOTE 10 - DEPOSITS
At December 31, 2021,2022, the scheduled maturities of certificates of deposit and other deposits with a stated maturity were as follows:
(in millions)(in millions) (in millions) 
Years Ending December 31Years Ending December 31
  
Years Ending December 31
  
2022$1,837 
20232023115 2023$1,789 
2024202420 202488 
2025202520 202524 
2026202618 202618 
2027202713 
ThereafterThereafter13 Thereafter5 
TotalTotal$2,023 Total$1,937 
A maturity distribution of domestic certificates of deposit of $100,000 and over follows:
(in millions)(in millions)  (in millions)  
December 31December 3120212020December 3120222021
Three months or lessThree months or less$436 $366 Three months or less$220 $436 
Over three months to six monthsOver three months to six months314 246 Over three months to six months136 314 
Over six months to twelve monthsOver six months to twelve months319 387 Over six months to twelve months590 319 
Over twelve monthsOver twelve months74 205 Over twelve months49 74 
TotalTotal$1,143 $1,204 Total$995 $1,143 
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The aggregate amount of domestic certificates of deposit that meet or exceed the current FDIC insurance limit of $250,000 was $627$478 million and $632$627 million at December 31, 20212022 and 2020,2021, respectively. All foreign office time deposits were in denominations of $250,000 or more and totaled $50$51 million and $66$50 million at December 31, 20212022 and 2020,2021, respectively.
NOTE 11 - SHORT-TERM BORROWINGS
Federal funds purchased and securities sold under agreements to repurchase generally mature within one to four days from the transaction date. Other short-term borrowings, which may consist of borrowed securities and short-term notes, generally mature within one to 120 days from the transaction date. At December 31, 2022, other short-term borrowings consisted of advances from the Federal Home Loan Bank (FHLB) of Dallas, Texas, which provides short- and long-term funding to its members through advances collateralized by real estate-related loans, certain government agency-backed securities and other eligible assets. Actual borrowing capacity is contingent on the amount of collateral pledged to the FHLB. At December 31, 2022, $9.5 billion of real estate-related loans and $1.0 billion of investment securities were pledged to the FHLB as collateral for the short-term advances and provided an additional $7.2 billion for potential future borrowings.
At December 31, 2021,2022, Comerica Bank (the Bank), a wholly-owned subsidiary of the Corporation, had pledged loans totaling $21.2$24.5 billion, which provided for up to $17.0$19.6 billion of available collateralized borrowing with the FRB.
The following table provides a summary of short-term borrowings.
(dollar amounts in millions)Federal Funds Purchased
and Securities Sold Under
Agreements to Repurchase
Other
Short-term
Borrowings
December 31, 2022
Amount outstanding at year-end$11 $3,200 
Weighted average interest rate at year-end4.32 %4.54 %
Maximum month-end balance during the year$1,106 $3,200 
Average balance outstanding during the year82 354 
Weighted average interest rate during the year3.28 %4.08 %
December 31, 2021
Amount outstanding at year-end$— $— 
Weighted average interest rate at year-end— %— %
Maximum month-end balance during the year$$— 
Average balance outstanding during the year— 
Weighted average interest rate during the year0.06 %— %
December 31, 2020
Amount outstanding at year-end$— $— 
Weighted average interest rate at year-end— %— %
Maximum month-end balance during the year$1,513 $1,250 
Average balance outstanding during the year30 284 
Weighted average interest rate during the year0.97 %0.25 %
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The following table provides a summary of short-term borrowings.
(dollar amounts in millions)Federal Funds Purchased
and Securities Sold Under
Agreements to Repurchase
Other
Short-term
Borrowings
December 31, 2021
Amount outstanding at year-end$ $ 
Weighted average interest rate at year-end % %
Maximum month-end balance during the year$2 $ 
Average balance outstanding during the year2  
Weighted average interest rate during the year0.06 % %
December 31, 2020
Amount outstanding at year-end$— $— 
Weighted average interest rate at year-end— %— %
Maximum month-end balance during the year$1,513 $1,250 
Average balance outstanding during the year30 284 
Weighted average interest rate during the year0.97 %0.25 %
December 31, 2019
Amount outstanding at year-end$71 $— 
Weighted average interest rate at year-end1.50 %— %
Maximum month-end balance during the year$835 $1,200 
Average balance outstanding during the year113 256 
Weighted average interest rate during the year2.28 %2.44 %
NOTE 12 - MEDIUM- AND LONG-TERM DEBT
Medium- and long-term debt is summarized as follows:
(in millions)(in millions)(in millions)
December 31December 3120212020December 3120222021
Parent companyParent companyParent company
Subordinated notes:Subordinated notes:Subordinated notes:
3.80% subordinated notes due 2026 (a)3.80% subordinated notes due 2026 (a)$265 $280 3.80% subordinated notes due 2026 (a)$237 $265 
Medium- and long-term notes:Medium- and long-term notes:Medium- and long-term notes:
3.70% notes due 2023 (a)3.70% notes due 2023 (a)877 905 3.70% notes due 2023 (a)841 877 
4.00% notes due 2029 (a)4.00% notes due 2029 (a)594 633 4.00% notes due 2029 (a)515 594 
Total medium- and long-term notesTotal medium- and long-term notes1,471 1,538 Total medium- and long-term notes1,356 1,471 
Total parent companyTotal parent company1,736 1,818 Total parent company1,593 1,736 
SubsidiariesSubsidiariesSubsidiaries
Subordinated notes:Subordinated notes:Subordinated notes:
4.00% subordinated notes due 2025 (a)4.00% subordinated notes due 2025 (a)363 380 4.00% subordinated notes due 2025 (a)331 363 
7.875% subordinated notes due 2026 (a)7.875% subordinated notes due 2026 (a)190 207 7.875% subordinated notes due 2026 (a)165 190 
5.332% subordinated notes due 2033 (a)5.332% subordinated notes due 2033 (a)459 — 
Total subordinated notesTotal subordinated notes553 587 Total subordinated notes955 553 
Medium- and long-term notes:Medium- and long-term notes:Medium- and long-term notes:
2.50% notes due 2024 (a)2.50% notes due 2024 (a)507 523 2.50% notes due 2024 (a)476 507 
Total medium- and long-term notes507 523 
Federal Home Loan Bank (FHLB) advances:
Floating-rate based on FHLB auction rate due 2026 2,800 
Total FHLB advances 2,800 
Total subsidiariesTotal subsidiaries1,060 3,910 Total subsidiaries1,431 1,060 
Total medium- and long-term debtTotal medium- and long-term debt$2,796 $5,728 Total medium- and long-term debt$3,024 $2,796 
(a)The fixed interest rates on these notes have been swapped to a variable rate and designated in a hedging relationship. Accordingly, carrying value has been adjusted to reflect the change in the fair value of the debt as a result of changes in the benchmark rate.
Subordinated notes with remaining maturities greater than one year qualify as Tier 2 capital.
TheComerica Bank (the Bank), a wholly-owned subsidiary of the Corporation, is a member of the FHLB, which provides short- and long-term funding to its members through advances collateralized by real estate-related assets. The interest rates on FHLB advances reset between four and eight weeks, based on the FHLB auction rate. Each note may be prepaid in full, without penalty, at each
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scheduled reset date. The Bank held no outstanding long-term advances at both December 31, 2022 and 2021. FHLB advances outstanding at December 31, 2020 were paid
In third quarter 2022, the Bank issued $500 million of fixed-to-floating rate subordinated notes due in full in2033, with a rate of 5.332% for the first quarter of 2021. Borrowing capacity is contingentten years. The rate on the amountsubordinated notes will reset on August 25, 2032 to Secured Overnight Financing Rate (SOFR) plus 261 basis points until called or matured. Additionally, the Bank entered into a fair value fixed-to-floating rate swap in which the Bank received a fixed rate of collateral available to be pledged to2.67% and will pay a floating rate based on the FHLB. At December 31, 2021, $18.3 billion of real estate-related loans were pledged toSOFR for the FHLB as collateral providing $10.2 billion for potential future borrowings.first 10 years.
Unamortized debt issuance costs deducted from the carrying amount of medium- and long-term debt totaled $7$9 million and $10$7 million at December 31, 20212022 and 2020,2021, respectively.
At December 31, 2021,2022, the principal maturities of medium- and long-term debt were as follows:
(in millions)(in millions) (in millions) 
Years Ending December 31Years Ending December 31
  
Years Ending December 31
  
2022$ 
20232023850 2023$850 
20242024500 2024500 
20252025350 2025350 
20262026400 2026400 
20272027 
ThereafterThereafter550 Thereafter1,050 
TotalTotal$2,650 Total$3,150 
NOTE 13 - SHAREHOLDERS’ EQUITY
In March 2020, as the economic climate grew increasingly uncertain, the Corporation temporarily suspended its share repurchase program, initially authorized in 2010 by the Board of Directors of the Corporation, with a focus on deploying capital to meet customers' growing financial requirements. In the second quarter 2021, share repurchases were resumed under the share repurchase program, including an Accelerated Share Repurchase transaction (ASR). On April 27, 2021, the Corporation's Board
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of Directors approved the authorization to repurchase up to an additional 10 million shares of its outstanding common stock, including the ASR.
Repurchases of common stock under the share repurchase program totaled 377 thousand shares at an average price paid of $92.61 in 2022, 9.5 million shares at an average price paid of $75.82 per share in 2021 and 3.2 million shares at an average price paid of $58.55 per share in 2020 and 18.6 million shares at an average price paid of $73.60 per share in 2019.2020. There is no expiration date for the share repurchase program. During the year ended December 31, 2021,2022, the Corporation repurchased $720$35 million under the share repurchase program.
At December 31, 2021,2022, the Corporation had 4.44.2 million shares of common stock reserved for stock option exercises and restricted stock unit vesting and 41,000 shares of restricted stock outstanding to employees and directors under share-based compensation plans.vesting.
In May 2020, the Corporation issued and sold 400,000 depositary shares, each representing a 1/100th ownership interest in a share of 5.625% Fixed-Rate Reset Non-Cumulative Perpetual Preferred Stock, Series A, without par value, with a liquidation preference of $100,000 per share (equivalent of 1,000 per depositary share). Holders of the depositary shares will be entitled to all proportional rights and preferences of the Series A preferred stock (including dividend, voting, redemption and liquidation rights). The $400 million issuance yielded $394 million in proceeds net of underwriting discounts and offering expenses. Dividends on the Series A preferred stock accrue on a non-cumulative basis and are payable in arrears when, as and if authorized by the Corporation’s Board of Directors or a duly authorized committee of the Board and declared by the Corporation, on the first day of January, April, July and October of each year, and commenced on October 1, 2020. Under the terms of the Series A preferred stock, the ability of the Corporation to pay dividends on, make distributions with respect to, or to repurchase, redeem or acquire its common stock or any other stock ranking on parity with or junior to the Series A preferred stock, is subject to restrictions in the event that the Corporation does not declare and either pay or set aside a sum sufficient for payment of dividends on the Series A preferred stock for the immediately preceding dividend period. The Series A preferred stock is perpetual and has no maturity date, but is redeemable by the Corporation at specified times subject to regulatory considerations.
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NOTE 14 - ACCUMULATED OTHER COMPREHENSIVE (LOSS) INCOME
The following table presents a reconciliation of the changes in the components of accumulated other comprehensive (loss) income and details the components of other comprehensive (loss) income for the years ended December 31, 2022, 2021 2020 and 2019,2020, including the amount of income tax (benefit) expense (benefit) allocated to each component of other comprehensive (loss) income.
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Accumulated net unrealized (losses) gains on investment securities:
Accumulated net unrealized losses on investment securities:Accumulated net unrealized losses on investment securities:
Balance at beginning of period, net of taxBalance at beginning of period, net of tax$211 $65 $(138)Balance at beginning of period, net of tax$(99)$211 $65 
Net unrealized holding (losses) gains arising during the period(406)191 257 
Net unrealized (losses) gains arising during the periodNet unrealized (losses) gains arising during the period(2,903)(406)191 
Less: (Benefit) provision for income taxesLess: (Benefit) provision for income taxes(96)45 60 Less: (Benefit) provision for income taxes(683)(96)45 
Net unrealized holding (losses) gains arising during the period, net of tax(310)146 197 
Less:
Net realized losses included in net securities losses — (8)
Less: Benefit for income taxes — (2)
Reclassification adjustment for net securities losses included in net income, net of tax — (6)
Change in net unrealized (losses) gains on investment securities, net of taxChange in net unrealized (losses) gains on investment securities, net of tax(310)146 203 Change in net unrealized (losses) gains on investment securities, net of tax(2,220)(310)146 
Balance at end of period, net of taxBalance at end of period, net of tax$(99)$211 $65 Balance at end of period, net of tax$(2,319)$(99)$211 
Accumulated net gains on cash flow hedges:
Accumulated net (losses) gains on cash flow hedges:Accumulated net (losses) gains on cash flow hedges:
Balance at beginning of period, net of taxBalance at beginning of period, net of tax$155 $34 $— Balance at beginning of period, net of tax$55 $155 $34 
Net cash flow hedge (losses) gains arising during the periodNet cash flow hedge (losses) gains arising during the period(35)229 44 Net cash flow hedge (losses) gains arising during the period(1,329)(35)229 
Less: (Benefit) provision for income taxesLess: (Benefit) provision for income taxes(8)56 10 Less: (Benefit) provision for income taxes(313)(8)56 
Change in net cash flow hedge gains arising during the period, net of tax(27)173 34 
Change in net cash flow hedge (losses) gains arising during the period, net of taxChange in net cash flow hedge (losses) gains arising during the period, net of tax(1,016)(27)173 
Less:Less:Less:
Net cash flow hedge gains included in interest and fees on loans95 70 — 
Less: Provision for income taxes22 18 — 
Reclassification adjustment for net cash flow hedge gains included in net income, net of tax73 52 — 
Change in net cash flow hedge gains, net of tax(100)121 34 
Net cash flow (losses) gains included in interest and fees on loansNet cash flow (losses) gains included in interest and fees on loans(25)95 70 
Less: (Benefit) provision for income taxesLess: (Benefit) provision for income taxes(6)22 18 
Reclassification adjustment for net cash flow hedge (losses) gains included in net income, net of taxReclassification adjustment for net cash flow hedge (losses) gains included in net income, net of tax(19)73 52 
Change in net cash flow hedge (losses) gains, net of taxChange in net cash flow hedge (losses) gains, net of tax(997)(100)121 
Balance at end of period, net of tax (a)Balance at end of period, net of tax (a)$55 $155 $34 Balance at end of period, net of tax (a)$(942)$55 $155 
Accumulated defined benefit pension and other postretirement plans adjustment:Accumulated defined benefit pension and other postretirement plans adjustment:Accumulated defined benefit pension and other postretirement plans adjustment:
Balance at beginning of period, net of tax (b)Balance at beginning of period, net of tax (b)$(302)$(415)$(548)Balance at beginning of period, net of tax (b)$(168)$(302)$(415)
Actuarial gain arising during the period (b)159 128 157 
Actuarial (loss) gain arising during the periodActuarial (loss) gain arising during the period(415)159 128 
Prior service credit arising during the periodPrior service credit arising during the period1 — — Prior service credit arising during the period — 
Net defined benefit pension and other postretirement plans adjustment arising during the periodNet defined benefit pension and other postretirement plans adjustment arising during the period160 128 157 Net defined benefit pension and other postretirement plans adjustment arising during the period(415)160 128 
Less: Provision for income taxes (b)38 31 36 
Less: (Benefit) provision for income taxesLess: (Benefit) provision for income taxes(98)38 31 
Net defined benefit pension and other postretirement plans adjustment arising during the period, net of tax (b)Net defined benefit pension and other postretirement plans adjustment arising during the period, net of tax (b)122 97 121 Net defined benefit pension and other postretirement plans adjustment arising during the period, net of tax (b)(317)122 97 
Amounts recognized in other noninterest expenses:Amounts recognized in other noninterest expenses:Amounts recognized in other noninterest expenses:
Amortization of actuarial net loss (b)Amortization of actuarial net loss (b)40 47 42 Amortization of actuarial net loss (b)28 40 47 
Amortization of prior service creditAmortization of prior service credit(25)(27)(27)Amortization of prior service credit(23)(25)(27)
Total amounts recognized in other noninterest expenses (b)Total amounts recognized in other noninterest expenses (b)15 20 15 Total amounts recognized in other noninterest expenses (b)5 15 20 
Less: Provision for income taxes (b)Less: Provision for income taxes (b)3 Less: Provision for income taxes (b)1 
Adjustment for amounts recognized as components of net periodic benefit cost during the period, net of tax (b)12 16 12 
Adjustment for amounts recognized as components of net periodic benefit credit during the period, net of taxAdjustment for amounts recognized as components of net periodic benefit credit during the period, net of tax4 12 16 
Change in defined benefit pension and other postretirement plans adjustment, net of tax (b)Change in defined benefit pension and other postretirement plans adjustment, net of tax (b)134 113 133 Change in defined benefit pension and other postretirement plans adjustment, net of tax (b)(313)134 113 
Balance at end of period, net of tax (b)Balance at end of period, net of tax (b)$(168)$(302)$(415)Balance at end of period, net of tax (b)$(481)$(168)$(302)
Total accumulated other comprehensive (loss) income at end of period, net of taxTotal accumulated other comprehensive (loss) income at end of period, net of tax$(212)$64 $(316)Total accumulated other comprehensive (loss) income at end of period, net of tax$(3,742)$(212)$64 
(a)The Corporation expects to reclassify $47$428 million of net gains,losses, net of tax, from accumulated other comprehensive loss to earnings over the next twelve months if interest yield curves and notional amounts remain at December 31, 20212022 levels.
(b)Balances at beginning and end of period, net of tax, and changes for the years ended December 31, 2020 and 2019 have been recast to reflect the retrospective application of the Corporation's election to change the accounting method for certain components of the qualified defined benefit pension plan as of January 1, 2021. Refer to Note 1 for further information.
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NOTE 15 - NET INCOME PER COMMON SHARE
Basic and diluted net income per common share are presented in the following table.
(in millions, except per share data)(in millions, except per share data)(in millions, except per share data)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Basic and dilutedBasic and dilutedBasic and diluted
Net incomeNet income$1,168 $497 $1,202 Net income$1,151 $1,168 $497 
Less:Less:Less:
Income allocated to participating securitiesIncome allocated to participating securities5 Income allocated to participating securities6 
Preferred stock dividendsPreferred stock dividends23 13 — Preferred stock dividends23 23 13 
Net income attributable to common sharesNet income attributable to common shares$1,140 $482 $1,195 Net income attributable to common shares$1,122 $1,140 $482 
Basic average common sharesBasic average common shares135 139 150 Basic average common shares131 135 139 
Basic net income per common shareBasic net income per common share$8.45 $3.45 $7.98 Basic net income per common share$8.56 $8.45 $3.45 
Basic average common sharesBasic average common shares135 139 150 Basic average common shares131 135 139 
Dilutive common stock equivalents:Dilutive common stock equivalents:Dilutive common stock equivalents:
Net effect of the assumed exercise of stock awardsNet effect of the assumed exercise of stock awards2 Net effect of the assumed exercise of stock awards2 
Diluted average common sharesDiluted average common shares137 140 151 Diluted average common shares133 137 140 
Diluted net income per common shareDiluted net income per common share$8.35 $3.43 $7.90 Diluted net income per common share$8.47 $8.35 $3.43 
Declared dividends on preferred stock are excluded from net income attributable to common shares. Refer to Note 13 for further information on preferred stock.
The following average shares related to outstanding options to purchase shares of common stock were not included in the computation of diluted net income per common share because the options were anti-dilutive for the period.
(average outstanding options in thousands)(average outstanding options in thousands)(average outstanding options in thousands)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Average outstanding optionsAverage outstanding options4381,498543Average outstanding options5434381,498
Range of exercise pricesRange of exercise prices$79.01 - $95.25$49.20 - $95.25$67.53 - $95.25Range of exercise prices$70.18 - $95.25$79.01 - $95.25$49.20 - $95.25

NOTE 16 - SHARE-BASED COMPENSATION
Share-based compensation expense is charged to salaries and benefits expense on the Consolidated Statements of Income. The components of share-based compensation expense for all share-based compensation plans and related tax benefits are as follows:
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Total share-based compensation expenseTotal share-based compensation expense$41 $24 $39 Total share-based compensation expense$60 $41 $24 
Related tax benefits recognized in net incomeRelated tax benefits recognized in net income$10 $$Related tax benefits recognized in net income$14 $10 $
The following table summarizes unrecognized compensation expense for all share-based plans.
(dollar amounts in millions)December 31, 20212022
Total unrecognized share-based compensation expense$3738 
Weighted-average expected recognition period (in years)2.22.1 
The Corporation has share-based compensation plans under which it awards shares of restricted stock units to executive officers, directors and key personnel and stock options to executive officers and key personnel of the Corporation and its subsidiaries. Additionally, the Corporation has awarded restricted stock to executive officers and key personnel under a previous share-based compensation plan that remain unvested. Restricted stock and restricted stock units fully vest after a period ranging from three years to five years, and stock options fully vest after four years. A majority of share-based compensation awards include a retirement eligibility clause where qualified employees are exempt from the service requirements of the award. This generally results in the recognition of compensation expense at the grant date for retirement eligible employees. employees. The maturity of each option is determined at the date of grant; however, no options may be exercised later
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than ten years from the date of grant. The options may have restrictions regarding exercisability. The plans provide for a grant of up to 7.7 million common shares, plus shares under certain plans that are
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forfeited, expire or are canceled, which become available for re-grant. At December 31, 2021,2022, over 4.84.5 million shares were available for grant.
The Corporation used a binomial model to value stock options granted in the periods presented. Option valuation models require several inputs, including the expected stock price volatility, and changes in input assumptions can materially affect the fair value estimates. The model used may not necessarily provide a reliable single measure of the fair value of stock options. The risk-free interest rate assumption used in the binomial option-pricing model as outlined in the table below was based on the federal ten-year treasury interest rate. The expected dividend yield was based on the historical and projected long-term dividend yield patterns of the Corporation’s common shares. Expected volatility assumptions considered both the historical volatility of the Corporation’s common stock over a ten-year period and implied volatility based on actively traded options on the Corporation’s common stock with pricing terms and trade dates similar to the stock options granted. Expected option life was based on historical exercise activity over the contractual term of the option grant (ten years), excluding certain forced transactions.
The estimated weighted-average grant-date fair value per option and the underlying binomial option-pricing model assumptions are summarized in the following table:
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Weighted-average grant-date fair value per optionWeighted-average grant-date fair value per option$18.36 $13.03 $22.27 Weighted-average grant-date fair value per option$25.31 $18.36 $13.03 
Weighted-average assumptions:Weighted-average assumptions:Weighted-average assumptions:
Risk-free interest ratesRisk-free interest rates1.05 %1.65 %2.74 %Risk-free interest rates1.78 %1.05 %1.65 %
Expected dividend yieldExpected dividend yield4.00 4.14 3.00 Expected dividend yield4.00 4.00 4.14 
VolatilityVolatility39 27 30 Volatility34 39 27 
Expected option life (in years)Expected option life (in years)7.8 8.4 7.6 Expected option life (in years)8.0 7.8 8.4 
A summary of the Corporation’s stock option activity and related information for the year ended December 31, 20212022 follows:
 Weighted-Average   Weighted-Average 
Number of
Options
(in thousands)
Exercise Price
per Share
Remaining
Contractual
Term (in years)
Aggregate
Intrinsic Value
(in millions)
Number of
Options
(in thousands)
Exercise Price
per Share
Remaining
Contractual
Term (in years)
Aggregate
Intrinsic Value
(in millions)
Outstanding-January 1, 20212,879 $52.81 
Outstanding-January 1, 2022Outstanding-January 1, 20222,244 $57.50 
GrantedGranted233 60.20 Granted183 92.58 
Forfeited or expiredForfeited or expired(33)69.42 Forfeited or expired(32)76.55 
ExercisedExercised(835)41.60 Exercised(387)50.64 
Outstanding-December 31, 20212,244 57.50 5.5 $68 
Outstanding-December 31, 2022Outstanding-December 31, 20222,008 61.71 5.1 $22 
Exercisable-December 31, 20211,487 $53.02 4.2 $52 
Exercisable-December 31, 2022Exercisable-December 31, 20221,379 $57.20 3.9 $20 
The aggregate intrinsic value of outstanding options shown in the table above represents the total pretax intrinsic value at December 31, 2021,2022, based on the Corporation’s closing stock price of $87.00$66.85 at December 31, 2021.2022.
The total intrinsic value of stock options exercised was $17 million, $29 million $6 million and $20$6 million for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively.
A summary of the Corporation’s restricted stock activity and related information for the year ended December 31, 20212022 follows:
Number of
Shares
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Number of
Shares
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Outstanding-January 1, 202117648.85 
Outstanding-January 1, 2022Outstanding-January 1, 20224161.64 
ForfeitedForfeited(4)67.87 Forfeited  
VestedVested(131)44.38 Vested(41)67.69 
Outstanding-December 31, 202141 $61.64 
Outstanding-December 31, 2022Outstanding-December 31, 2022 $ 
The total fair value of restricted stock awards that fully vested was $4 million, $8 million $17 million and $31$17 million for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively.
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A summary of the Corporation's restricted stock unit activity and related information for the year ended December 31, 20212022 follows:
Service-Based UnitsPerformance-Based UnitsService-Based UnitsPerformance-Based Units
Number of
Units
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Number of
Units
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Number of
Units
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Number of
Units
(in thousands)
Weighted-Average
Grant-Date Fair 
Value per Share
Outstanding-January 1, 20211,048 $61.52 690 $73.48 
Outstanding-January 1, 2022Outstanding-January 1, 20221,346 $59.18 816 $63.12 
GrantedGranted456 60.92 332 58.64 Granted361 84.14 182 87.45 
ForfeitedForfeited(41)62.09 (17)64.38 Forfeited(70)65.24 (34)70.40 
Vested(a)Vested(a)(117)86.13 (189)93.02 Vested(a)(232)65.36 (220)79.13 
Outstanding-December 31, 20211,346 59.18 816 63.12 
Outstanding-December 31, 2022Outstanding-December 31, 20221,405 64.27 744 64.01 
(a) Includes performance-based units valued at zero, as they did not meet the minimum performance threshold.
The total fair value of restricted stock units that fully vested was $19 million, $21 million $12 million and $37$12 million for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively.
The Corporation expects to satisfy the exercise of stock options, the vesting of restricted stock units and future grants of restricted stock by issuing shares of common stock out of treasury. At December 31, 2021,2022, the Corporation held 97 million shares in treasury.
For further information on the Corporation’s share-based compensation plans, refer to Note 1.
NOTE 17 - EMPLOYEE BENEFIT PLANS
Defined Benefit Pension and Postretirement Benefit Plans
The Corporation has a qualified and non-qualified defined benefit pension plan. In October 2016, the Corporation modified its defined benefit pension plans to freeze final average pay benefits as of December 31, 2016, other than for participants who were age 60 or older as of December 31, 2016, and added a cash balance plan provision effective January 1, 2017. Active pension plan participants 60 years or older as of December 31, 2016 receive the greater of the final average pay formula or the frozen final average pay benefit as of December 31, 2016 plus the cash balance benefit earned after January 1, 2017. Employees participating in the retirement account plan as of December 31, 2016 were eligible to participate in the cash balance pension plan effective January 1, 2017. Benefits earned under the cash balance pension formula, in the form of an account balance, include contribution credits based on eligible pay earned each month, age and years of service and monthly interest credits based on the 30-year Treasury rate.
The Corporation’s postretirement benefit plan provides postretirement health care and life insurance benefits for retirees as of December 31, 1992. The plan also provides certain postretirement health care and life insurance benefits for a limited number of retirees who retired prior to January 1, 2000. For all other employees hired prior to January 1, 2000, a nominal benefit is provided. Employees hired on or after January 1, 2000 and prior to January 1, 2007 are eligible to participate in the plan on a full contributory basis until Medicare-eligible based on age and service. Employees hired on or after January 1, 2007 are not eligible to participate in the plan. The Corporation funds the pre-1992 retiree plan benefits with bank-owned life insurance. Effective January 1, 2022, the plan will movemoved from the currenta self-insured plan to the Medicare and pre-65 individual marketplace with a funded Health Reimbursement Arrangement account for those with subsidized coverage. This change did not have a material impact on the Corporation's consolidated financial condition, results of operations or cash flows.flow.
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The following table sets forth reconciliations of plan assets and the projected benefit obligation, the weighted-average assumptions used to determine year-end benefit obligations, and the amounts recognized in accumulated other comprehensive (loss) income for the Corporation’s defined benefit pension plans and postretirement benefit plan at December 31, 20212022 and 2020.2021. The Corporation used a measurement date of December 31, 20212022 for these plans.
Defined Benefit Pension PlansDefined Benefit Pension Plans
QualifiedNon-QualifiedPostretirement Benefit PlanQualifiedNon-QualifiedPostretirement Benefit Plan
(dollar amounts in millions)(dollar amounts in millions)202120202021202020212020(dollar amounts in millions)202220212022202120222021
Change in fair value of plan assets:Change in fair value of plan assets:Change in fair value of plan assets:
Fair value of plan assets at January 1Fair value of plan assets at January 1$3,350 $2,933 $ $— $57 $57 Fair value of plan assets at January 1$3,462 $3,350 $ $— $53 $57 
Actual return on plan assetsActual return on plan assets291 537  — (1)Actual return on plan assets(777)291  — (4)(1)
Plan participants' contributionsPlan participants' contributions —  — 1 Plan participants' contributions —  —  
Benefits paidBenefits paid(179)(120) — (4)(4)Benefits paid(177)(179) — (3)(4)
Fair value of plan assets at December 31Fair value of plan assets at December 31$3,462 $3,350 $ $— $53 $57 Fair value of plan assets at December 31$2,508 $3,462 $ $— $46 $53 
Change in projected benefit obligation:Change in projected benefit obligation:Change in projected benefit obligation:
Projected benefit obligation at January 1Projected benefit obligation at January 1$2,327 $2,131 $252 $235 $35 $48 Projected benefit obligation at January 1$2,214 $2,327 $207 $252 $31 $35 
Service costService cost38 32 2  — Service cost37 38 2  — 
Interest costInterest cost61 70 7 1 Interest cost62 61 6 1 
Actuarial (gain) loss(69)214 (3)22 (1)(11)
Actuarial gainActuarial gain(525)(69)(37)(3)(8)(1)
Plan participants' contributionsPlan participants' contributions —  — 1 Plan participants' contributions —  —  
Benefits paidBenefits paid(179)(120)(15)(14)(4)(4)Benefits paid(177)(179)(15)(15)(3)(4)
Plan amendments (a)Plan amendments (a)36 — (36)— (1)— Plan amendments (a) 36  (36) (1)
Projected benefit obligation at December 31Projected benefit obligation at December 31$2,214 $2,327 $207 $252 $31 $35 Projected benefit obligation at December 31$1,611 $2,214 $163 $207 $21 $31 
Accumulated benefit obligationAccumulated benefit obligation$2,199 $2,312 $204 $251 $31 $35 Accumulated benefit obligation$1,598 $2,199 $161 $204 $21 $31 
Funded status at December 31 (b) (c)Funded status at December 31 (b) (c)$1,248 $1,023 $(207)$(252)$22 $22 Funded status at December 31 (b) (c)$897 $1,248 $(163)$(207)$25 $22 
Weighted-average assumptions used:Weighted-average assumptions used:Weighted-average assumptions used:
Discount rateDiscount rate2.96 %2.71 %2.96 %2.71 %2.79 %2.43 %Discount rate5.60 %2.96 %5.60 %2.96 %5.71 %2.79 %
Rate of compensation increaseRate of compensation increase4.00 4.00 4.00 4.00 n/an/aRate of compensation increase4.25 4.00 4.25 4.00 n/an/a
Interest crediting rateInterest crediting rate3.79 - 5.003.79 - 5.003.79 - 5.003.79 - 5.00n/an/aInterest crediting rate3.99 - 5.253.79 - 5.003.99 - 5.253.79 - 5.00n/an/a
Healthcare cost trend rate:
Cost trend rate assumed for next yearn/an/an/an/an/a6.00 
Rate to which the cost trend rate is assumed to decline (the ultimate trend rate)n/an/an/an/an/a4.50 
Year when rate reaches the ultimate trend raten/an/an/an/an/a2027
Amounts recognized in accumulated other comprehensive (loss) income before income taxes:Amounts recognized in accumulated other comprehensive (loss) income before income taxes:Amounts recognized in accumulated other comprehensive (loss) income before income taxes:
Net actuarial loss (d)$(205)$(392)$(92)$(106)$(11)$(9)
Prior service credit (d)48 103 47 17 2 
Balance at December 31 (d)$(157)$(289)$(45)$(89)$(9)$(8)
Net actuarial lossNet actuarial loss$(638)$(205)$(46)$(92)$(10)$(11)
Prior service creditPrior service credit33 48 38 47 2 
Balance at December 31Balance at December 31$(605)$(157)$(8)$(45)$(8)$(9)
(a)The qualified defined benefit pension plan was amended in 2021 to include a flat dollar benefit for specified participants that would otherwise have been payable from the non-qualified defined benefit pension plan, resulting in a shift in projected benefit obligation from the non-qualified plan to the qualified plan.
(b)Based on projected benefit obligation for defined benefit pension plans and accumulated benefit obligation for postretirement benefit plan.
(c)The Corporation recognizes the overfunded and underfunded status of the plans in accrued income and other assets and accrued expenses and other liabilities, respectively, on the Consolidated Balance Sheets.
(d)The qualified defined benefit pension plan for the year ending December 31, 2020 has been recast to reflect the retrospective application of the Corporation's election to change the accounting method for certain components of defined pension benefit credit, effective January 1, 2021. For further information, refer to Note 1.
n/a - not applicable
Because the non-qualified defined benefit pension plan has no assets, the accumulated benefit obligation exceeded the fair value of plan assets at December 31, 20212022 and December 31, 2020.
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2021.
The following table details the changes in plan assets and benefit obligations recognized in other comprehensive loss for the year ended December 31, 2021.2022.
Defined Benefit Pension Plans Defined Benefit Pension Plans 
(in millions)(in millions)QualifiedNon-QualifiedPostretirement Benefit PlanTotal(in millions)QualifiedNon-QualifiedPostretirement Benefit PlanTotal
Actuarial gain (loss) arising during the periodActuarial gain (loss) arising during the period$158 $3 $(2)$159 Actuarial gain (loss) arising during the period$(453)$37 $1 $(415)
Prior service (cost) credit arising during the period(36)36 1 1 
Amortization of net actuarial lossAmortization of net actuarial loss29 11  40 Amortization of net actuarial loss19 9  28 
Amortization of prior service creditAmortization of prior service credit(19)(6) (25)Amortization of prior service credit(14)(9) (23)
Total recognized in other comprehensive lossTotal recognized in other comprehensive loss$132 $44 $(1)$175 Total recognized in other comprehensive loss$(448)$37 $1 $(410)
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Components of net periodic defined benefit (credit) cost and postretirement benefit credit, the actual return on plan assets and the weighted-average assumptions used were as follows:
Defined Benefit Pension Plans Defined Benefit Pension Plans
(dollar amounts in millions)(dollar amounts in millions)QualifiedNon-Qualified(dollar amounts in millions)QualifiedNon-Qualified
Years Ended December 31Years Ended December 3120212020 (a)2019 (a)202120202019Years Ended December 31202220212020202220212020
Service cost (b)(a)Service cost (b)(a)$38 $32 $31 $2 $$Service cost (b)(a)$37 $38 $32 $2 $$
Other components of net benefit (credit) cost:Other components of net benefit (credit) cost:Other components of net benefit (credit) cost:
Interest costInterest cost61 70 80 7 Interest cost62 61 70 6 
Expected return on plan assetsExpected return on plan assets(202)(185)(172) — — Expected return on plan assets(201)(202)(185) — — 
Amortization of prior service creditAmortization of prior service credit(19)(19)(19)(6)(8)(8)Amortization of prior service credit(14)(19)(19)(9)(6)(8)
Amortization of net actuarial loss29 38 34 11 
Amortization of actuarial net lossAmortization of actuarial net loss19 29 38 9 11 
Total other components of net benefit (credit) cost (c)(b)Total other components of net benefit (credit) cost (c)(b)(131)(96)(77)12 Total other components of net benefit (credit) cost (c)(b)(134)(131)(96)6 12 
Net periodic defined benefit (credit) costNet periodic defined benefit (credit) cost$(93)$(64)$(46)$14 $10 $11 Net periodic defined benefit (credit) cost$(97)$(93)$(64)$8 $14 $10 
Actual return on plan assetsActual return on plan assets$291 $537 $579 n/an/an/aActual return on plan assets$(777)$291 $537 n/an/an/a
Actual rate of return on plan assetsActual rate of return on plan assets8.92 %18.72 %24.07 %n/an/an/aActual rate of return on plan assets(23.02)%8.92 %18.72 %n/an/an/a
Weighted-average assumptions used:Weighted-average assumptions used:Weighted-average assumptions used:
Discount rateDiscount rate2.71 %3.43 %4.37 %2.71 %3.43 %4.37 %Discount rate2.96 %2.71 %3.43 %2.96 %2.71 %3.43 %
Expected long-term return on plan assetsExpected long-term return on plan assets6.50 6.50 6.50 n/an/an/aExpected long-term return on plan assets6.50 6.50 6.50 n/an/an/a
Rate of compensation increaseRate of compensation increase4.00 4.00 4.00 4.00 4.00 4.00 Rate of compensation increase4.00 4.00 4.00 4.00 4.00 4.00 
(a)Recast to reflect the retrospective application of the Corporation's election to change the accounting method for certain components of defined pension benefit credit, effective January 1, 2021. For 2020, expected return on plan assets increased $14 million and amortization of net loss was reduced by $16 million, resulting in an increase of $30 million to total other components of net benefit credit. For 2019, expected return on plan assets increased $6 million, resulting in a corresponding increase to total other components of net benefit credit.
(b)Included in salaries and benefits expense on the Consolidated Statements of Income.
(c)(b)Included in other noninterest expenses on the Consolidated Statements of Income.
n/a - not applicable
(dollar amounts in millions)(dollar amounts in millions)Postretirement Benefit Plan(dollar amounts in millions)Postretirement Benefit Plan
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Other components of net benefit credit:Other components of net benefit credit:Other components of net benefit credit:
Interest costInterest cost$1 $$Interest cost$1 $$
Expected return on plan assetsExpected return on plan assets(3)(2)(3)Expected return on plan assets(3)(3)(2)
Amortization of actuarial net loss — 
Net periodic postretirement benefit creditNet periodic postretirement benefit credit$(2)$(1)$— Net periodic postretirement benefit credit$(2)$(2)$(1)
Actual return on plan assetsActual return on plan assets$(1)$$Actual return on plan assets$(4)$(1)$
Actual rate of return on plan assetsActual rate of return on plan assets(2.25 %)6.00 %9.14 %Actual rate of return on plan assets(8.24 %)(2.25 %)6.00 %
Weighted-average assumptions used:Weighted-average assumptions used:Weighted-average assumptions used:
Discount rateDiscount rate2.43%3.26 %4.26 %Discount rate2.79%2.43 %3.26 %
Expected long-term return on plan assetsExpected long-term return on plan assets5.005.00 5.00 Expected long-term return on plan assets5.005.00 5.00 
Healthcare cost trend rate:
Healthcare cost trend rate (a):Healthcare cost trend rate (a):
Cost trend rate assumedCost trend rate assumed6.006.25 6.50 Cost trend rate assumedn/a6.00 6.25 
Rate to which the cost trend rate is assumed to decline (the ultimate trend rate)Rate to which the cost trend rate is assumed to decline (the ultimate trend rate)4.504.50 4.50 Rate to which the cost trend rate is assumed to decline (the ultimate trend rate)n/a4.50 4.50 
Year that the rate reaches the ultimate trend rateYear that the rate reaches the ultimate trend rate202720272027Year that the rate reaches the ultimate trend raten/a20272027
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

n/a - not applicable
The expected long-term rate of return of plan assets is the average rate of return expected to be realized on funds invested or expected to be invested over the life of the plan, which has an estimated duration of approximately 119 years as of December 31, 2021.2022. The expected long-term rate of return on plan assets is set after considering both long-term returns in the general market and long-term returns experienced by the assets in the plan. The returns on the various asset categories are blended to derive an equity and a fixed income long-term rate of return. The Corporation reviews its pension plan assumptions on an annual basis with its actuarial consultants to determine if assumptions are reasonable and adjusts the assumptions to reflect changes in future expectations.
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Plan Assets
The Corporation’s overall investment goals for the qualified defined benefit pension plan are to maintain a portfolio of assets of appropriate liquidity and diversification; to generate investment returns (net of all operating costs) that are reasonably anticipated to maintain the plan’s fully funded status or to reduce a funding deficit, after taking into account various factors, including reasonably anticipated future contributions, expense and the interest rate sensitivity of the plan’s assets relative to that of the plan’s liabilities; and to generate investment returns (net of all operating costs) that meet or exceed a customized benchmark as defined in the plan's investment policy. Derivative instruments are permissible for hedging and transactional efficiency, but only to the extent that the derivative use enhances the efficient execution of the plan’s investment policy. The plan does not directly invest in securities issued by the Corporation and its subsidiaries. The Corporation’s target allocations for plan investments are 4540 percent to 5550 percent for both equity securities and 50 percent to 60 percent for fixed income, including cash. Equity securities include collective investment and mutual funds and common stock. Fixed income securities include U.S. Treasury and other U.S. government agency securities, mortgage-backed securities, corporate bonds and notes, municipal bonds, collateralized mortgage obligations and money market funds.
Fair Value Measurements
The Corporation’s qualified defined benefit pension plan utilizes fair value measurements to record fair value adjustments and to determine fair value disclosures. The Corporation’s qualified benefit pension plan categorizes investments recorded at fair value into a three-level hierarchy, based on the markets in which the investment are traded and the reliability of the assumptions used to determine fair value. Refer to Note 1 for a description of the three-level hierarchy.
Following is a description of the valuation methodologies and key inputs used to measure the fair value of the Corporation’s qualified defined benefit pension plan investments, including an indication of the level of the fair value hierarchy in which the investments are classified.
Mutual funds
Fair value measurement is based upon the net asset value (NAV) provided by the administrator of the fund. Mutual fund NAVs are quoted in an active market exchange, such as the New York Stock Exchange, and are included in Level 1 of the fair value hierarchy.
Common stock
Fair value measurement is based upon the closing price quoted in an active market exchange, such as the New York Stock Exchange. Level 1 common stock includes domestic and foreign stock and real estate investment trusts.
U.S. Treasury and other U.S. government agency securities
Level 1 securities include U.S. Treasury securities that are traded by dealers or brokers in active over-the-counter markets. Fair value measurement is based upon quoted prices in an active market exchange, such as the New York Stock Exchange. Level 2 securities include debt securities issued by U.S. government agencies and U.S. government-sponsored entities. The fair value of Level 2 securities is determined using quoted prices of securities with similar characteristics, or pricing models based on observable market data inputs, primarily interest rates and spreads.
Corporate and municipal bonds and notes
Fair value measurement is based upon quoted prices of securities with similar characteristics or pricing models based on observable market data inputs, primarily interest rates, spreads and prepayment information. Level 2 securities include corporate bonds, municipal bonds, foreign bonds and foreign notes.
Mortgage-backed securities
Fair value measurement is based upon independent pricing models or other model-based valuation techniques such as the present value of future cash flows, adjusted for the security's credit rating, prepayment assumptions and other factors, such as credit loss and liquidity assumptions, and are included in Level 2 of the fair value hierarchy.
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Comerica Incorporated and Subsidiaries

Private placements
Fair value is measured using the NAV provided by fund management as quoted prices in active markets are not available. Management considers additional discounts to the provided NAV for market and credit risk. Private placements are included in Level 3 of the fair value hierarchy.
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 Collective investment funds
Fair value measurement is based upon the NAV provided by the administrator of the fund as a practical expedient to estimate fair value. There are no unfunded commitments or redemption restrictions on the collective investment funds. The investments are redeemable daily.
 Fair Values
The fair values of the Corporation’s qualified defined benefit pension plan investments measured at fair value on a recurring basis at December 31, 20212022 and 2020,2021, by asset category and level within the fair value hierarchy, are detailed in the table below.
(in millions)(in millions)TotalLevel 1Level 2Level 3(in millions)TotalLevel 1Level 2Level 3
December 31, 2021
December 31, 2022December 31, 2022
Fixed income securities:Fixed income securities:Fixed income securities:
U.S. Treasury and other U.S. government agency securitiesU.S. Treasury and other U.S. government agency securities$599 $595 $4 $ U.S. Treasury and other U.S. government agency securities$534 $531 $3 $ 
Corporate and municipal bonds and notesCorporate and municipal bonds and notes893  893  Corporate and municipal bonds and notes676  676  
Mortgage-backed securitiesMortgage-backed securities27  27  Mortgage-backed securities20  20  
Private placementsPrivate placements50   50 Private placements39   39 
Total investments in the fair value hierarchyTotal investments in the fair value hierarchy$1,569 $595 $924 $50 Total investments in the fair value hierarchy$1,269 $531 $699 $39 
Investments measured at net asset value:Investments measured at net asset value:Investments measured at net asset value:
Collective investment fundsCollective investment funds1,885 Collective investment funds1,230 
Total investments at fair valueTotal investments at fair value$3,454 Total investments at fair value$2,499 
December 31, 2020
Equity securities:
December 31, 2021December 31, 2021
Mutual funds$$$— $— 
Common stock1,266 1,266 — — 
Fixed income securities:Fixed income securities:Fixed income securities:
U.S. Treasury and other U.S. government agency securitiesU.S. Treasury and other U.S. government agency securities494 492 — U.S. Treasury and other U.S. government agency securities$599 $595 $$— 
Corporate and municipal bonds and notesCorporate and municipal bonds and notes861 — 861 — Corporate and municipal bonds and notes893 — 893 — 
Mortgage-backed securitiesMortgage-backed securities29 — 29 — Mortgage-backed securities27 — 27 — 
Private placementsPrivate placements58 — — 58 Private placements50 — — 50 
Total investments in the fair value hierarchyTotal investments in the fair value hierarchy$2,712 $1,762 $892 $58 Total investments in the fair value hierarchy$1,569 $595 $924 $50 
Investments measured at net asset value:Investments measured at net asset value:Investments measured at net asset value:
Collective investment funds Collective investment funds637 Collective investment funds1,885 
Total investments at fair valueTotal investments at fair value$3,349 Total investments at fair value$3,454 
The table below provides a summary of changes in the Corporation’s qualified defined benefit pension plan’s Level 3 investments measured at fair value on a recurring basis for the years ended December 31, 20212022 and 2020.2021.
Balance at
Beginning
of Period
Balance at
End of Period
Balance at
Beginning
of Period
Balance at
End of Period
Net Gains (Losses)Net Gains (Losses)
(in millions)(in millions)RealizedUnrealizedPurchasesSales(in millions)RealizedUnrealizedPurchasesSales
Year Ended December 31, 2022Year Ended December 31, 2022
Private placementsPrivate placements$50 $(3)$(12)$38 $(34)$39 
Year Ended December 31, 2021Year Ended December 31, 2021Year Ended December 31, 2021
Private placementsPrivate placements$58 $2 $(4)$44 $(50)$50 Private placements$58 $$(4)$44 $(50)$50 
Year Ended December 31, 2020
Private placements$57 $$$57 $(60)$58 
There were no assets in the non-qualified defined benefit pension plan at December 31, 20212022 and 2020.2021. The postretirement benefit plan is fully invested in bank-owned life insurance policies. The fair value of bank-owned life insurance policies is based on the cash surrender values of the policies as reported by the insurance companies and is classified in Level 2 of the fair value hierarchy.
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Comerica Incorporated and Subsidiaries

Cash Flows
The Corporation currently expects to make no employer contributions to the qualified and non-qualified defined benefit pension plans and postretirement benefit plan for the year ended December 31, 2022.2023.
Estimated Future Benefit PaymentsEstimated Future Benefit Payments
(in millions)
Years Ended December 31
(in millions)
Years Ended December 31
Qualified
Defined Benefit
Pension Plan
Non-Qualified
Defined Benefit
Pension Plan
Postretirement
Benefit Plan (a)
(in millions)
Years Ended December 31
Qualified
Defined Benefit
Pension Plan
Non-Qualified
Defined Benefit
Pension Plan
Postretirement
Benefit Plan (a)
2022$215 $14 $4 
20232023147 14 4 2023$168 $14 $3 
20242024148 14 3 2024140 15 3 
20252025144 14 3 2025139 15 3 
20262026144 14 3 2026143 15 2 
2027 - 2031687 68 9 
20272027140 14 2 
2028 - 20322028 - 2032663 70 8 
(a)Estimated benefit payments in the postretirement benefit plan are net of estimated Medicare subsidies.
Defined Contribution Plans
Substantially all of the Corporation’s employees are eligible to participate in the Corporation’s principal defined contribution plan (a 401(k) plan). Under this plan, the Corporation makes core matching cash contributions of 100 percent of the first 4 percent of qualified earnings contributed by employees (up to the current IRS compensation limit), invested based on employee investment elections. Employee benefits expense included expense for the plan of $24 million for the yeareach of the years ended December 31, 2022, 2021 $24 million for the year ended December 31, 2020 and $22 million for the year ended December 31, 2019.2020.
Deferred Compensation Plans
The Corporation offers optional deferred compensation plans under which certain employees and non-employee directors (participants) may make an irrevocable election to defer incentive compensation and/or a portion of base salary until retirement or separation from the Corporation. The participant may direct deferred compensation into one or more deemed investment options. Although not required to do so, the Corporation invests actual funds into the deemed investments as directed by participants, resulting in a deferred compensation asset, recorded in other short-term investments on the Consolidated Balance Sheets that offsets the liability to participants under the plan, recorded in accrued expenses and other liabilities. The earnings from the deferred compensation asset are recorded in interest on short-term investments and other noninterest income and the related change in the liability to participants under the plan is recorded in salaries and benefits expense on the Consolidated Statements of Income.
NOTE 18 - INCOME TAXES AND TAX-RELATED ITEMS
The provision for income taxes is calculated as the sum of income taxes due for the current year and deferred taxes. Income taxes due for the current year are computed by applying federal and state tax statutes to current year taxable income. Deferred taxes arise from temporary differences between the income tax basis and financial accounting basis of assets and liabilities. Tax-related interest and penalties and foreign taxes are then added to the tax provision.
The current and deferred components of the provision for income taxes were as follows:
(in millions)(in millions)   (in millions)   
December 31December 31202120202019December 31202220212020
Current:Current:Current:
FederalFederal$212 $171 $267 Federal$296 $212 $171 
ForeignForeign5 Foreign6 
State and localState and local26 30 48 State and local50 26 30 
Total currentTotal current243 206 322 Total current352 243 206 
Deferred:Deferred:Deferred:
FederalFederal62 (73)17 Federal(24)62 (73)
State and localState and local17 (9)(3)State and local(3)17 (9)
Total deferredTotal deferred79 (82)14 Total deferred(27)79 (82)
TotalTotal$322 $124 $336 Total$325 $322 $124 
Income before income taxes of $1.5 billion for the year ended December 31, 20212022 included $25$48 million of foreign taxable income.
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The provision for income taxes does not reflect the tax effects of unrealized gains and losses on investment securities available-for-sale, hedging transactions or the change in defined benefit pension and other postretirement plans adjustment included in accumulated other comprehensive (loss) income. Refer to Note 14 for additional information on accumulated other comprehensive (loss) income.
A reconciliation of expected income tax expense at the federal statutory rate to the Corporation’s provision for income taxes and effective tax rate follows:
(dollar amounts in millions)(dollar amounts in millions)202120202019(dollar amounts in millions)202220212020
Years Ended December 31Years Ended December 31AmountRateAmountRateAmountRateYears Ended December 31AmountRateAmountRateAmountRate
Tax based on federal statutory rateTax based on federal statutory rate$313 21.0 %$130 21.0 %$323 21.0 %Tax based on federal statutory rate$310 21.0 %$313 21.0 %$130 21.0 %
State income taxesState income taxes35 2.4 18 2.9 34 2.2 State income taxes36 2.5 35 2.4 18 2.9 
Affordable housing and historic creditsAffordable housing and historic credits(13)(0.9)(12)(1.9)(11)(0.7)Affordable housing and historic credits(13)(0.9)(13)(0.9)(12)(1.9)
Bank-owned life insuranceBank-owned life insurance(10)(0.6)(10)(1.6)(9)(0.6)Bank-owned life insurance(10)(0.7)(10)(0.6)(10)(1.6)
FDIC insurance expenseFDIC insurance expense5 0.3 1.1 0.3 FDIC insurance expense6 0.4 0.3 1.1 
Employee stock transactionsEmployee stock transactions(3)(0.2)(1)(0.2)(12)(0.8)Employee stock transactions(3)(0.2)(3)(0.2)(1)(0.2)
Tax-related interest and penaltiesTax-related interest and penalties  (2)(0.3)0.1 Tax-related interest and penalties  — — (2)(0.3)
OtherOther(5)(0.4)(6)(1.0)0.3 Other(1)(0.1)(5)(0.4)(6)(1.0)
Provision for income taxesProvision for income taxes$322 21.6 %$124 20.0 %$336 21.8 %Provision for income taxes$325 22.0 %$322 21.6 %$124 20.0 %
The liability for tax-related interest and penalties, included in accrued expenses and other liabilities on the Consolidated Balance Sheets, was $5 million and $6 million at both December 31, 20212022 and 2020,2021, respectively.
In the ordinary course of business, the Corporation enters into certain transactions that have tax consequences. From time to time, the Internal Revenue Service (IRS) may review and/or challenge specific interpretive tax positions taken by the Corporation with respect to those transactions. The Corporation believes that its tax returns were filed based upon applicable statutes, regulations and case law in effect at the time of the transactions. The IRS or other tax jurisdictions, an administrative authority or a court, if presented with the transactions, could disagree with the Corporation’s interpretation of the tax law.
A reconciliation of the beginning and ending amount of net unrecognized tax benefits follows:
(in millions)202120202019
Balance at January 1$19 $17 $14 
Increase as a result of tax positions taken during a prior period1 
Increase as a result of tax positions taken during the current period3 — 
Decreases related to settlements with tax authorities(3)(1)(1)
Reduction as a result of expiration of statute of limitations(2)— — 
Balance at December 31$18 $19 $17 
The Corporation does not anticipate any reasonably possible settlements with tax authorities that will result in a change in net unrecognized tax benefits within the next twelve months.
(in millions)202220212020
Balance at January 1$18 $19 $17 
(Decrease) increase as a result of tax positions taken during a prior period(2)
Increase as a result of tax positions taken during the current period3 
Decreases related to settlements with tax authorities(3)(3)(1)
Reduction as a result of expiration of statute of limitations (2)— 
Balance at December 31$16 $18 $19 
After consideration of the effect of the federal tax benefit available on unrecognized state tax benefits, the total amount of unrecognized tax benefits which, if recognized, would affect the Corporation’s effective tax rate was approximately $13 million and $14 million at December 31, 2022 and 2021, and $15 million at December 31, 2020.respectively.
The following tax years for significant jurisdictions remain subject to examination as of December 31, 2021:2022:
JurisdictionTax Years
Federal2017-20202019-2021
New York2018-2021
California2006-2007, 2018-20202018-2021
The Corporation expects to enter into a settlement agreement with the California Franchise Tax Board related to open years 2006 and 2007 that will result in a change in net unrecognized tax benefits within the next twelve months. As a result of the agreement, the Corporation anticipates a favorable change of approximately $4 million in tax and $3 million in interest and penalties.
Based on current knowledge and probability assessment of various potential outcomes, the Corporation believes current tax reserves are adequate, and the amount of any potential incremental liability arising is not expected to have a material adverse effect on the Corporation’s consolidated financial condition or results of operations. Probabilities and outcomes are reviewed as events unfold, and adjustments to the reserves are made when necessary.
The principal components of deferred tax assets and liabilities were as follows:
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Comerica Incorporated and Subsidiaries

(in millions)  
December 3120212020
Deferred tax assets:
Allowance for depreciation$7 $— 
Allowance for loan losses124 199 
Deferred compensation71 59 
Deferred loan origination fees and costs17 19 
Net unrealized losses on investment securities available-for-sale30 — 
Operating lease liabilities74 72 
Other temporary differences, net21 51 
Total deferred tax assets before valuation allowance344 400 
Valuation allowance(5)(3)
Total deferred tax assets339 397 
Deferred tax liabilities:
Lease financing transactions(49)(70)
Defined benefit plans(198)(137)
Allowance for depreciation (11)
Net hedging gains(17)(47)
Leasing Right of Use assets(66)(64)
Net unrealized gains on investment securities available-for-sale (65)
Total deferred tax liabilities(330)(394)
Net deferred tax assets$9 $
During 2022, the Corporation received a favorable ruling from the Michigan Supreme Court in its petition to the state for its tax credit transfer regarding tax years 2008 through 2011. The Corporation has recorded a non-income tax benefit of $4 million, with the expectation of another $7 million to be recognized in the following year (amounts are not inclusive of interest.)
At December 31, 2021,The principal components of deferred tax assets and liabilities were as follows:
(in millions)  
December 3120222021
Deferred tax assets:
Allowance for depreciation$ $
Allowance for loan losses128 124 
Deferred compensation84 71 
Deferred loan origination fees and costs12 17 
Net hedging losses290 — 
Net unrealized losses on investment securities available-for-sale713 30 
Operating lease liabilities85 74 
Other temporary differences, net42 21 
Total deferred tax assets before valuation allowance1,354 344 
Valuation allowance(5)(5)
Total deferred tax assets1,349 339 
Deferred tax liabilities:
Lease financing transactions(31)(49)
Defined benefit plans(123)(198)
Allowance for depreciation(4)— 
Net hedging gains (17)
Leasing Right of Use assets(71)(66)
Total deferred tax liabilities(229)(330)
Net deferred tax assets$1,120 $
Deferred tax assets included $4 million and $3 million of federal foreign tax credit carryforwards at December 31, 2022 and 2021, respectively, expiring between 2028 and 2030.2031. In addition, there were $2 million and $3 million of state net operating loss (NOL) carryforwards at both December 31, 2022 and 2021, and 2020,respectively, expiring between 20222023 and 2030.2041. The Corporation believes it is more likely than not that the benefit from federal foreign tax credits and certain state NOL carryforwards will not be realized and, accordingly, maintains a federal valuation allowance of $4 million and a state valuation allowance of $1 million at December 31, 2022, compared to a federal valuation of $3 million and a state valuation allowance of $2 million at December 31, 2021, compared to a $3 million state valuation allowance at December 31, 2020.in the comparable period in 2021. For further information on the Corporation’s valuation policy for deferred tax assets, refer to Note 1.
NOTE 19 - TRANSACTIONS WITH RELATED PARTIES
The Corporation’s banking subsidiaries had, and expect to have in the future, transactions with the Corporation’s directors and executive officers, companies with which these individuals are associated and certain related individuals. Such transactions were made in the ordinary course of business and included extensions of credit, leases and professional services. With respect to extensions of credit, all were made on substantially the same terms, including interest rates and collateral, as those prevailing at the same time for comparable transactions with other customers and did not, in management’s opinion, involve more than normal risk of collectibility or present other unfavorable features. The aggregate amount of loans attributable to persons who were related parties at December 31, 20212022 totaled $73$74 million at the beginning of 20212022 and $74$57 million at the end of 2021.2022. During 2021,2022, new loans to related parties aggregated $155$270 million and repayments totaled $154$287 million.
NOTE 20 - REGULATORY CAPITAL AND RESERVE REQUIREMENTS
Reserves required to be maintained and/or deposited with the FRB are classified in interest-bearing deposits with banks. These reserve balances vary, depending on the level of customer deposits in the Corporation’s banking subsidiaries. On March 15, 2020, the Federal Reserve Board announced the reserve requirement ratios would be reduced to zero effective March 26, 2020, eliminating reserve requirements for all depository institutions. The average required reserve balance was $135 million for the year ended December 31, 2020.
Banking regulations limit the transfer of assets in the form of dividends, loans or advances from the bank subsidiaries to the parent company. Under the most restrictive of these regulations, the aggregate amount of dividends which can be paid to the parent company, with prior approval from bank regulatory agencies, approximated $347$506 million at January 1, 2022,2023, plus 20222023 net profits. Substantially all the assets of the Corporation’s banking subsidiaries are restricted from transfer to the parent company of the Corporation in the form of loans or advances.
The Corporation’s subsidiary banks declared dividends of $852 million, $498 million and $1.2 billion in 2021, 2020 and 2019, respectively.
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Comerica Incorporated and Subsidiaries

The Corporation’s subsidiary banks declared dividends of $1.0 billion, $852 million and $498 million in 2022, 2021 and 2020, respectively.
The Corporation and its U.S. banking subsidiaries are subject to various regulatory capital requirements administered by federal and state banking agencies under the Basel III regulatory framework (Basel III). This regulatory framework establishes comprehensive methodologies for calculating regulatory capital and risk-weighted assets (RWA). Basel III also set minimum capital ratios as well as overall capital adequacy standards.
Under Basel III, regulatory capital comprises Common Equity Tier 1 (CET1) capital, additional Tier 1 capital and Tier 2 capital. CET1 capital predominantly includes common shareholders' equity, less certain deductions for goodwill, intangible assets and deferred tax assets that arise from net operating losses and tax credit carry-forwards. Additionally, the Corporation has elected to permanently exclude capital in accumulated other comprehensive income (AOCI) related to debt and equity securities classified as available-for-sale as well as for cash flow hedges and defined benefit postretirement plans from CET1, an option available to standardized approach entities under Basel III. Tier 1 capital incrementally includes noncumulative perpetual preferred stock. Tier 2 capital includes Tier 1 capital as well as subordinated debt qualifying as Tier 2 and qualifying allowance for credit losses. In addition to the minimum risk-based capital requirements, the Corporation and its Bank subsidiaries are required to maintain a minimum capital conservation buffer, in the form of common equity, of 2.5 percent in order to avoid restrictions on capital distributions and discretionary bonuses.
The Corporation computes RWA using the standardized approach. Under the standardized approach, RWA is generally based on supervisory risk-weightings which vary by counterparty type and asset class. Under the Basel III standardized approach, capital is required for credit risk RWA, to cover the risk of unexpected losses due to failure of a customer or counterparty to meet its financial obligations in accordance with contractual terms; and if trading assets and liabilities exceed certain thresholds, capital is also required for market risk RWA, to cover the risk of losses due to adverse market movements or from position-specific factors.
Quantitative measures established by regulation to ensure capital adequacy require the maintenance of minimum amounts and ratios of CET1, Tier 1 and total capital (as defined in the regulations) to average and/or risk-weighted assets. Failure to meet minimum capital requirements can initiate certain mandatory and possibly additional discretionary actions by regulators that, if undertaken, could have a direct material effect on the Corporation’s financial statements. At December 31, 20212022 and 2020,2021, the Corporation and its U.S. banking subsidiaries exceeded the ratios required for an institution to be considered “well capitalized”. For U.S. banking subsidiaries, those requirements were total risk-based capital, Tier 1 risk-based capital, CET1 risk-based capital and leverage ratios greater than 10 percent, 8 percent, 6.5 percent and 5 percent, respectively, at December 31, 20212022 and 2020.2021. For the Corporation, requirements to be considered "well capitalized" were total risk-based capital and Tier 1 risk-based capital ratios greater than 10 percent and 6 percent, respectively, at December 31, 20212022 and 2020.2021. There have been no conditions or events since December 31, 20212022 that management believes have changed the capital adequacy classification of the Corporation or its U.S. banking subsidiaries.
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Comerica Incorporated and Subsidiaries

The following is a summary of the capital position of the Corporation and Comerica Bank, its principal banking subsidiary.
(dollar amounts in millions)(dollar amounts in millions)Comerica
Incorporated
(Consolidated)
Comerica
Bank
(dollar amounts in millions)Comerica
Incorporated
(Consolidated)
Comerica
Bank
December 31, 2022December 31, 2022
CET1 capital (minimum $3.5 billion (Consolidated))CET1 capital (minimum $3.5 billion (Consolidated))$7,884 $7,801 
Tier 1 capital (minimum $4.7 billion (Consolidated))Tier 1 capital (minimum $4.7 billion (Consolidated))8,278 7,801 
Total capital (minimum $6.3 billion (Consolidated))Total capital (minimum $6.3 billion (Consolidated))9,817 9,190 
Risk-weighted assetsRisk-weighted assets78,871 78,781 
Average assets (fourth quarter)Average assets (fourth quarter)86,726 86,608 
CET1 capital to risk-weighted assets (minimum-4.5%)CET1 capital to risk-weighted assets (minimum-4.5%)10.00 %9.90 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)Tier 1 capital to risk-weighted assets (minimum-6.0%)10.50 9.90 
Total capital to risk-weighted assets (minimum-8.0%)Total capital to risk-weighted assets (minimum-8.0%)12.45 11.67 
Tier 1 capital to average assets (minimum-4.0%)Tier 1 capital to average assets (minimum-4.0%)9.55 9.01 
Capital conservation buffer (minimum-2.5%)Capital conservation buffer (minimum-2.5%)4.45 3.67 
December 31, 2021December 31, 2021December 31, 2021
CET1 capital (minimum $3.1 billion (Consolidated))CET1 capital (minimum $3.1 billion (Consolidated))$7,064 $7,634 CET1 capital (minimum $3.1 billion (Consolidated))$7,064 $7,634 
Tier 1 capital (minimum $4.2 billion (Consolidated))Tier 1 capital (minimum $4.2 billion (Consolidated))7,458 7,634 Tier 1 capital (minimum $4.2 billion (Consolidated))7,458 7,634 
Total capital (minimum $5.6 billion (Consolidated))Total capital (minimum $5.6 billion (Consolidated))8,608 8,584 Total capital (minimum $5.6 billion (Consolidated))8,608 8,584 
Risk-weighted assetsRisk-weighted assets69,708 69,542 Risk-weighted assets69,708 69,542 
Average assets (fourth quarter)Average assets (fourth quarter)96,417 96,216 Average assets (fourth quarter)96,417 96,216 
CET1 capital to risk-weighted assets (minimum-4.5%)CET1 capital to risk-weighted assets (minimum-4.5%)10.13 %10.98 %CET1 capital to risk-weighted assets (minimum-4.5%)10.13 %10.98 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)Tier 1 capital to risk-weighted assets (minimum-6.0%)10.70 10.98 Tier 1 capital to risk-weighted assets (minimum-6.0%)10.70 10.98 
Total capital to risk-weighted assets (minimum-8.0%)Total capital to risk-weighted assets (minimum-8.0%)12.35 12.34 Total capital to risk-weighted assets (minimum-8.0%)12.35 12.34 
Tier 1 capital to average assets (minimum-4.0%)Tier 1 capital to average assets (minimum-4.0%)7.74 7.93 Tier 1 capital to average assets (minimum-4.0%)7.74 7.93 
Capital conservation buffer (minimum-2.5%)Capital conservation buffer (minimum-2.5%)4.35 4.34 Capital conservation buffer (minimum-2.5%)4.35 4.34 
December 31, 2020
CET1 capital (minimum $3.0 billion (Consolidated))$6,919 $7,278 
Tier 1 capital (minimum $4.0 billion (Consolidated))7,313 7,278 
Total capital (minimum $5.4 billion (Consolidated))8,833 8,547 
Risk-weighted assets66,931 66,759 
Average assets (fourth quarter)84,705 84,536 
CET1 capital to risk-weighted assets (minimum-4.5%)10.34 %10.90 %
Tier 1 capital to risk-weighted assets (minimum-6.0%)10.93 10.90 
Total capital to risk-weighted assets (minimum-8.0%)13.20 12.80 
Tier 1 capital to average assets (minimum-4.0%)8.63 8.61 
Capital conservation buffer (minimum-2.5%)4.93 4.80 
NOTE 21 - CONTINGENT LIABILITIES
Legal Proceedings and Regulatory Matters
As previously reported, the Bank appealed a court's decision in Butte Local Development v. Masters Group v. Comerica Bank, for lender liability. On July 6, 2021, the Montana Supreme Court affirmed in part, reversed in part the trial court's judgment in favor of Masters. The court reduced the amount of the award by $8 million.
Additionally, in second quarter 2021, the Corporation agreed to a proposed settlement in connection with a class action lawsuit filed in the U.S. District Court in California and a related Trustee claim pending in the U.S. Bankruptcy Court in Delaware. The net impact of this settlement, including the Corporation's insurance coverage, was $15 million and included in other noninterest expenses. The settlement was paid in January 2022 and included in accrued expenses and other liabilities on the Consolidated Balance Sheets as of December 31, 2021.
The Corporation and certain of its subsidiaries are subject to various other pending or threatened legal proceedings arising out of the normal course of business or operations. The Corporation believes it has meritorious defenses to the claims asserted against it in its other currently outstanding legal proceedings and, with respect to such legal proceedings, intends to continue to defend itself vigorously, litigating or settling cases according to management’s judgment as to what is in the best interests of the Corporation and its shareholders. Settlement may result from the Corporation's determination that it may be more prudent financially to settle, rather than litigate, and should not be regarded as an admission of liability.
Further, from time to time, the Corporation is also subject to examinations, inquiries and investigations by regulatory authorities in areas including, but not limited to, compliance, risk management and consumer protection, which could lead to administrative or legal proceedings or settlements. For example, the Consumer Financial Protection Bureau (“CFPB”) is investigating certain of the Corporation's practices, and the Corporation has responded and continues to respond to the CFPB. We are unable to predict the outcome of these discussions at this time. Remedies in these proceedings or settlements may include fines, penalties, restitution or alterations in the Corporation's business practices and may result in increased operating expenses or decreased revenues.
On at least a quarterly basis, the Corporation assesses its potential liabilities and contingencies in connection with outstanding legal proceedings and regulatory matters utilizing the latest information available. On a case-by-case basis, accruals
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Comerica Incorporated and Subsidiaries

are established for those legal claims and regulatory matters for which it is probable that a loss will be incurred and the amount of such loss can be reasonably estimated. The actual costs of resolving these claims and regulatory matters may be substantially higher or lower than the amounts accrued. Based on current knowledge, and after consultation with legal counsel, management believes current accruals are adequate, and the amount of any incremental liability arising from these matters is not expected to have a material adverse effect on the Corporation’s consolidated financial condition, results of operations or cash flows. Legal fees of $17 million, $14 million $17 million and $15$17 million for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively, were included in other noninterest expenses on the Consolidated Statements of Income.
For matters where a loss is not probable, the Corporation has not established an accrual. The Corporation believes the estimate of the aggregate range of reasonably possible losses, in excess of established accruals, for all legal proceedings and
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regulatory matters in which it is involved is from zero to approximately $48$80 million at December 31, 2021.2022. This estimated aggregate range of reasonably possible losses is based upon currently available information for those legal proceedings and regulatory matters in which the Corporation is involved, taking into account the Corporation’s best estimate of such losses for those legal cases and regulatory matters for which such estimate can be made. For certain legal cases and regulatory matters, the Corporation does not believe that an estimate can currently be made. The Corporation’s estimate involves significant judgment, given the varying stages of the legal proceedings and regulatory matters (including the fact many are currently in preliminary stages), the existence in certain legal proceedings of multiple defendants (including the Corporation) whose share of liability has yet to be determined, the numerous yet-unresolved issues in many of the legal proceedings and regulatory matters (including issues regarding class certification and the scope of many of the claims) and the attendant uncertainty of the various potential outcomes of such legal proceedings and regulatory matters. Accordingly, the Corporation’s estimate will change from time to time, and actual losses may be more or less than the current estimate.
In the event of unexpected future developments, it is possible that the ultimate resolution of these matters, if unfavorable, may be material to the Corporation's consolidated financial condition, results of operations or cash flows.
For information regarding income tax contingencies, refer to Note 18.

NOTE 22 - STRATEGIC LINES OF BUSINESS
The Corporation has strategically aligned its operations into 3three major business segments: the Commercial Bank, the Retail Bank and Wealth Management. These business segments are differentiated based on the type of customer and the related products and services provided. In addition to the 3three major business segments, the Finance Division is also reported as a segment. Business segment results are produced by the Corporation’s internal management accounting system. This system measures financial results based on the internal business unit structure of the Corporation. The performance of the business segments is not comparable with the Corporation's consolidated results and is not necessarily comparable with similar information for any other financial institution. Additionally, because of the interrelationships of the various segments, the information presented is not indicative of how the segments would perform if they operated as independent entities. The management accounting system assigns balance sheet and income statement items to each business segment using certain methodologies, which are regularly reviewed and refined. From time to time, the Corporation may make reclassifications among the segments to more appropriately reflect management's current view of the segments, and methodologies may be modified as the management accounting system is enhanced and changes occur in the organizational structure and/or product lines. For comparability purposes, amounts in all periods are based on business unit structure and methodologies in effect at December 31, 2021.2022.
Net interest income for each segment reflects the interest income generated by earning assets less interest expense on interest-bearing liabilities plus the net impact from associated internal funds transfer pricing (FTP) funding credits and charges. The FTP methodology allocates credits to each business segment for deposits and other funds provided as well as charges for loans and other assets being funded. This credit or charge is based on matching stated or implied maturities for these assets and liabilities. The FTP crediting rates on deposits and other funds provided reflect the long-term value of deposits and other funding sources based on their implied maturity. Due to the longer-term nature of implied maturities, FTP crediting rates are generally less volatile than changes in interest rates observed in the market. FTP charge rates for funding loans and other assets reflect a matched cost of funds based on the pricing and duration characteristics of the assets. As a result of applying matched funding, interest revenue for each segment resulting from loans and other assets is generally not impacted by changes in interest rates. Therefore, net interest income for each segment primarily reflects the volume of loans and other earning assets at the spread over the matched cost of funds, as well as the volume of deposits at the associated FTP crediting rates. Generally, in periods of rising interest rates, FTP charge rates for funding loans and FTP crediting rates on deposits will increase, with FTP crediting rates for deposits typically repricing at a slower pace than FTP charge rates for funding loans.
For acquired loans and deposits, matched maturity funding is determined based on origination date. Accordingly, the FTP process reflects the transfer of interest rate risk exposures to the Corporate Treasury department within the Finance segment, where such exposures are centrally managed. The allowance for credit losses is allocated to the business segments based on the
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Comerica Incorporated and Subsidiaries

methodology used to estimate the consolidated allowance for credit losses described in Note 1. The related provision for credit losses is assigned based on the amount necessary to maintain an allowance for credit losses appropriate for each business segment. Noninterest income and expenses directly attributable to a line of business are assigned to that business segment. Direct expenses incurred by areas whose services support the overall Corporation are allocated to the business segments as follows: product processing expenditures are allocated based on standard unit costs applied to actual volume measurements; administrative expenses are allocated based on estimated time expended; and corporate overhead is assigned 50 percent based on the ratio of the business segment’s noninterest expenses to total noninterest expenses incurred by all business
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segments and 50 percent based on the ratio of the business segment’s attributed equity to total attributed equity of all business segments. Equity is attributed based on credit, operational and interest rate risks. Most of the equity attributed relates to credit risk, which is determined based on the credit score and expected remaining life of each loan, letter of credit and unused commitment recorded in the business segments. Operational risk is allocated based on loans and letters of credit, deposit balances, non-earning assets, trust assets under management, certain noninterest income items, and the nature and extent of expenses incurred by business units. Virtually all interest rate risk is assigned to Finance, as are the Corporation’s hedging activities.
The following discussion provides information about the activities of each business segment. A discussion of the financial results and the factors impacting 20212022 performance can be found in "Strategic Lines of Business" section of the financial review.
The Commercial Bank meets the needs of small and middle market businesses, multinational corporations and governmental entities by offering various products and services including commercial loans and lines of credit, deposits, cash management, payment solutions, card services, capital market products, international trade finance, letters of credit, foreign exchange management services and loan syndication services.
The Retail Bank includes a full range of personal financial services, consisting of consumer lending, consumer deposit gathering and mortgage loan origination. This business segment offers a variety of consumer products, including deposit accounts, installment loans, credit cards, student loans, home equity lines of credit and residential mortgage loans. In addition,
this business segment offers a subset of commercial products and services to micro-businesses whose primary contact is through the branch network.
Wealth Management offers products and services consisting of fiduciary services, private banking, retirement services, securities-based lending, investment management and advisory services, investment banking and brokerage services. This business segment also offers the sale of annuity products, as well as life, disability and long-term care insurance products.
The Finance segment includes the Corporation’s securities portfolio and asset and liability management activities. This segment is responsible for managing the Corporation’s funding, liquidity and capital needs, performing interest sensitivity analysis and executing various strategies to manage the Corporation’s exposure to liquidity, interest rate risk and foreign exchange risk.
The Other category includes the income and expense impact of equity and cash, tax benefits not assigned to specific business segments, charges of an unusual or infrequent nature that are not reflective of the normal operations of the business segments and miscellaneous other expenses of a corporate nature.
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Comerica Incorporated and Subsidiaries

Business segment financial results are as follows:
(dollar amounts in millions)(dollar amounts in millions)Commercial
Bank
Retail
Bank
Wealth ManagementFinanceOtherTotal(dollar amounts in millions)Commercial
Bank
Retail
Bank
Wealth ManagementFinanceOtherTotal
Year Ended December 31, 2022Year Ended December 31, 2022
Earnings summary:Earnings summary:
Net interest income (expense)Net interest income (expense)$1,753 $680 $199 $(187)$21 $2,466 
Provision for credit lossesProvision for credit losses32 11 9  8 60 
Noninterest incomeNoninterest income607 122 298 58 (17)1,068 
Noninterest expensesNoninterest expenses963 689 348 1 (3)1,998 
Provision (benefit) for income taxesProvision (benefit) for income taxes313 22 33 (37)(6)325 
Net income (loss)Net income (loss)$1,052 $80 $107 $(93)$5 $1,151 
Net credit-related charge-offs (recoveries)Net credit-related charge-offs (recoveries)$21 $(1)$(3)$ $ $17 
Selected average balances:Selected average balances:
AssetsAssets$47,660 $2,814 $5,037 $20,682 $11,079 $87,272 
LoansLoans43,481 2,063 4,906  10 50,460 
DepositsDeposits42,584 26,672 5,439 591 195 75,481 
Statistical data:Statistical data:
Return on average assets (a)Return on average assets (a)2.21 %0.29 %1.83 %n/mn/m1.32 %
Efficiency ratio (b)Efficiency ratio (b)40.69 85.31 70.00 n/mn/m56.32 
Year Ended December 31, 2021Year Ended December 31, 2021Commercial
Bank
Retail
Bank
Wealth ManagementFinanceOtherTotalYear Ended December 31, 2021
Earnings summary:Earnings summary:Earnings summary:
Net interest income (expense)Net interest income (expense)$1,577 $565 $166 $(471)$7 $1,844 Net interest income (expense)$1,574 $565 $166 $(471)$10 $1,844 
Provision for credit lossesProvision for credit losses(346)(5)(32) (1)(384)Provision for credit losses(346)(5)(32)— (1)(384)
Noninterest incomeNoninterest income663 123 279 41 17 1,123 Noninterest income663 123 279 41 17 1,123 
Noninterest expensesNoninterest expenses873 645 317 1 25 1,861 Noninterest expenses870 645 317 28 1,861 
Provision (benefit) for income taxesProvision (benefit) for income taxes384 5 36 (100)(3)322 Provision (benefit) for income taxes384 36 (100)(3)322 
Net income (loss)Net income (loss)$1,329 $43 $124 $(331)$3 $1,168 Net income (loss)$1,329 $43 $124 $(331)$$1,168 
Net credit-related (recoveries) charge-offsNet credit-related (recoveries) charge-offs$(12)$2 $ $ $ $(10)Net credit-related (recoveries) charge-offs$(12)$$— $— $— $(10)
Selected average balances:Selected average balances:Selected average balances:
AssetsAssets$43,874 $3,213 $5,028 $17,705 $20,332 $90,152 Assets$44,004 $3,213 $5,028 $17,705 $20,202 $90,152 
LoansLoans41,804 2,382 4,903  (6)49,083 Loans41,801 2,382 4,903 — (3)49,083 
DepositsDeposits45,587 25,682 5,218 965 229 77,681 Deposits45,602 25,682 5,218 965 214 77,681 
Statistical data:Statistical data:Statistical data:
Return on average assets (a)Return on average assets (a)2.71 %0.16 %2.24 %n/mn/m1.30 %Return on average assets (a)2.71 %0.16 %2.24 %n/mn/m1.30 %
Efficiency ratio (b)Efficiency ratio (b)38.98 92.98 71.02 n/mn/m62.60 Efficiency ratio (b)38.76 92.98 71.02 n/mn/m62.42 
Year Ended December 31, 2020
Earnings summary:
Net interest income (expense)$1,607 $503 $167 $(384)$18 $1,911 
Provision for credit losses495 35 — — 537 
Noninterest income555 110 263 55 18 1,001 
Noninterest expenses (c)815 607 295 35 1,754 
Provision (benefit) for income taxes (c)184 (3)22 (78)(1)124 
Net income (loss) (c)$668 $$78 $(253)$$497 
Net credit-related charge-offs$192 $$$— $— $196 
Selected average balances:
Assets$45,603 $3,281 $5,162 $15,418 $11,682 $81,146 
Loans44,123 2,468 5,045 — (5)51,631 
Deposits36,603 22,832 4,402 1,026 175 65,038 
Statistical data:
Return on average assets (a), (c)1.47 %— %1.51 %n/mn/m0.61 %
Efficiency ratio (b), (c)37.70 98.52 68.47 n/mn/m60.13 
(Table continues on following page)
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Comerica Incorporated and Subsidiaries

(dollar amounts in millions)(dollar amounts in millions)Commercial BankRetail
Bank
Wealth ManagementFinanceOtherTotal(dollar amounts in millions)Commercial BankRetail
Bank
Wealth ManagementFinanceOtherTotal
Year Ended December 31, 2019
Year Ended December 31, 2020Year Ended December 31, 2020Commercial BankRetail
Bank
Wealth ManagementFinanceOtherTotal
Earnings summary:Earnings summary:Earnings summary:
Net interest income (expense)Net interest income (expense)$1,655 $568 $183 $(123)$56 $2,339 Net interest income (expense)$1,605 $503 $167 $(384)$20 $1,911 
Provision for credit lossesProvision for credit losses88 (4)(14)— 74 Provision for credit losses495 35 — — 537 
Noninterest incomeNoninterest income555 132 270 41 12 1,010 Noninterest income555 110 263 55 18 1,001 
Noninterest expenses (c)Noninterest expenses (c)793 594 282 67 1,737 Noninterest expenses (c)813 607 295 37 1,754 
Provision (benefit) for income taxes (c)Provision (benefit) for income taxes (c)307 25 44 (26)(14)336 Provision (benefit) for income taxes (c)184 (3)22 (78)(1)124 
Net income (loss) (c)Net income (loss) (c)$1,022 $85 $141 $(57)$11 $1,202 Net income (loss) (c)$668 $$78 $(253)$$497 
Net credit-related charge-offs (recoveries)$111 $$(5)$— $— $107 
Net credit-related charge-offsNet credit-related charge-offs$192 $$$— $— $196 
Selected average balances:Selected average balances:Selected average balances:
AssetsAssets$44,946 $2,852 $5,083 $13,903 $4,704 $71,488 Assets$45,716 $3,281 $5,162 $15,418 $11,569 $81,146 
LoansLoans43,477 2,104 4,935 — (5)50,511 Loans44,119 2,468 5,045 — (1)51,631 
DepositsDeposits29,047 20,743 3,833 1,673 185 55,481 Deposits36,616 22,832 4,402 1,026 162 65,038 
Statistical data:Statistical data:Statistical data:
Return on average assets (a), (c)2.28 %0.40 %2.78 %n/mn/m1.68 %
Efficiency ratio (b), (c)35.87 84.16 62.15 n/mn/m51.65 
Return on average assets (a)Return on average assets (a)1.46 %— %1.51 %n/mn/m0.61 %
Efficiency ratio (b)Efficiency ratio (b)37.63 98.52 68.47 n/mn/m60.13 
(a)Return on average assets is calculated based on the greater of average assets or average liabilities and attributed equity.
(b)Noninterest expenses as a percentage of the sum of net interest income and noninterest income excluding net lossesgains (losses) from securities, and a derivative contract tied to the conversion rate of Visa Class B shares.
(c)See Defined Benefit Pensionshares and Other Postretirement Costschanges in Note 1.the value of shares obtained through monetization of warrants.
n/m – not meaningful




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Comerica Incorporated and Subsidiaries

NOTE 23 - PARENT COMPANY FINANCIAL STATEMENTS
BALANCE SHEETS - COMERICA INCORPORATED
(in millions, except share data)  
December 3120212020
(recast)
Assets
Cash and due from subsidiary banks$1,105 $1,489 
Other short-term investments113 107 
Receivable due from subsidiary bank (a)150 — 
Investment in subsidiaries, principally banks8,278 8,215 
Premises and equipment1 
Accrued income and other assets265 329 
Total assets$9,912 $10,141 
Liabilities and Shareholders’ Equity
Medium- and long-term debt$1,736 $1,818 
Accrued expenses and other liabilities279 273 
Total liabilities2,015 2,091 
Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:
Authorized - 4,000 shares
Issued - 4,000 shares394 394 
Common stock - $5 par value:
Authorized - 325,000,000 shares
Issued - 228,164,824 shares1,141 1,141 
Capital surplus2,175 2,185 
Accumulated other comprehensive (loss) income (b)(212)64 
Retained earnings (b)10,494 9,727 
Less cost of common stock in treasury - 97,476,872 shares at 12/31/2021 and 88,997,430 shares at 12/31/2020(6,095)(5,461)
Total shareholders’ equity7,897 8,050 
Total liabilities and shareholders’ equity$9,912 $10,141 
(a)In third quarter 2021 the Corporation issued a $150 million loan to Comerica Bank that, after an initial term of 13 months, will automatically extend at the end of each month to roll into a new 13 month plus one day term.
(b)Balances for the year ended December 31, 2020 have been recast to reflect the retrospective application of the Corporation's election to change the accounting method for certain components of the qualified defined benefit pension plan as of January 1, 2021. Refer to Note 1 for further information.

(in millions, except share data)  
December 3120222021
Assets
Cash and due from subsidiary banks$1,810 $1,105 
Other short-term investments92 113 
Receivable due from subsidiary bank150 150 
Investment in subsidiaries, principally banks4,853 8,278 
Premises and equipment 
Accrued income and other assets191 265 
Total assets$7,096 $9,912 
Liabilities and Shareholders’ Equity
Medium- and long-term debt$1,593 $1,736 
Accrued expenses and other liabilities322 279 
Total liabilities1,915 2,015 
Fixed-rate reset non-cumulative perpetual preferred stock, series A, no par value, $100,000 liquidation preference per share:
Authorized - 4,000 shares
Issued - 4,000 shares394 394 
Common stock - $5 par value:
Authorized - 325,000,000 shares
Issued - 228,164,824 shares1,141 1,141 
Capital surplus2,220 2,175 
Accumulated other comprehensive loss(3,742)(212)
Retained earnings11,258 10,494 
Less cost of common stock in treasury - 97,197,962 shares at 12/31/2022 and 97,476,872 shares at 12/31/2021(6,090)(6,095)
Total shareholders’ equity5,181 7,897 
Total liabilities and shareholders’ equity$7,096 $9,912 
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Comerica Incorporated and Subsidiaries

STATEMENTS OF INCOME - COMERICA INCORPORATED
(in millions) 
Years Ended December 31202120202019
(recast)(recast)
Income
Income from subsidiaries:
Dividends from subsidiaries$849 $498 $1,229 
Other interest income1 20 
Intercompany management fees235 209 224 
Total income1,085 711 1,473 
Expenses
Interest on medium- and long-term debt20 30 56 
Salaries and benefits expense170 141 143 
Other noninterest expenses72 66 79 
Total expenses262 237 278 
Income before benefit for income taxes and equity in undistributed earnings (losses) of subsidiaries823 474 1,195 
Benefit for income taxes(6)(6)(9)
Income before equity in undistributed earnings (losses) of subsidiaries829 480 1,204 
Equity in undistributed earnings (losses) of subsidiaries,
 principally banks (a)
339 17 (2)
Net income1,168 497 1,202 
Less income allocated to participating securities5 
Preferred stock dividends23 13  
Net income attributable to common shares$1,140 $482 $1,195 
(a) Amounts for the years ended December 31, 2020 and December 31, 2019 have been recast to reflect the retrospective application of the     Corporation's election to change the accounting method for certain components of the qualified defined benefit pension plan as of January 1, 2021. Refer to Note 1 for further information.
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STATEMENTS OF INCOME - COMERICA INCORPORATED
(in millions) 
Years Ended December 31202220212020
Income
Income from subsidiaries:
Dividends from subsidiaries$1,067 $849 $498 
Other interest income13 
Intercompany management fees109 235 209 
Total income1,189 1,085 711 
Expenses
Interest on medium- and long-term debt47 20 30 
Salaries and benefits expense53 170 141 
Other noninterest expenses46 72 66 
Total expenses146 262 237 
Income before benefit for income taxes and equity in undistributed earnings of subsidiaries1,043 823 474 
Benefit for income taxes(3)(6)(6)
Income before equity in undistributed earnings of subsidiaries1,046 829 480 
Equity in undistributed earnings of subsidiaries, principally banks105 339 17 
Net income1,151 1,168 497 
Less income allocated to participating securities6 
Preferred stock dividends23 23 13 
Net income attributable to common shares$1,122 $1,140 $482 
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STATEMENTS OF CASH FLOWS - COMERICA INCORPORATED
(in millions)(in millions)   (in millions)   
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
(recast)(recast)
Operating ActivitiesOperating ActivitiesOperating Activities
Net incomeNet income$1,168 $497 $1,202 Net income$1,151 $1,168 $497 
Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:
Undistributed (losses) earnings of subsidiaries, principally banks(339)(17)
Depreciation and amortization — 
Undistributed (earnings) of subsidiaries, principally banksUndistributed (earnings) of subsidiaries, principally banks(105)(339)(17)
Net periodic defined benefit costNet periodic defined benefit cost5 Net periodic defined benefit cost2 
Share-based compensation expenseShare-based compensation expense19 11 15 Share-based compensation expense22 19 11 
Benefit for deferred income taxesBenefit for deferred income taxes(2)(1)(2)Benefit for deferred income taxes (2)(1)
Other, netOther, net3 28 Other, net24 
Net cash provided by operating activitiesNet cash provided by operating activities854 496 1,250 Net cash provided by operating activities1,094 854 496 
Investing ActivitiesInvesting ActivitiesInvesting Activities
Advance to subsidiary bankAdvance to subsidiary bank(150)— — Advance to subsidiary bank (150)— 
Capital transactions with subsidiariesCapital transactions with subsidiaries (21)— Capital transactions with subsidiaries — (21)
Other, netOther, net(1)— Other, net2 (1)
Net cash used in investing activities(151)(19)— 
Net cash provided by (used in) investing activitiesNet cash provided by (used in) investing activities2 (151)(19)
Financing ActivitiesFinancing ActivitiesFinancing Activities
Medium- and long-term debt:
Maturities — (350)
Issuances — 550 
Preferred Stock:Preferred Stock:Preferred Stock:
IssuancesIssuances 394 — Issuances — 394 
Cash dividends paidCash dividends paid(23)(8)— Cash dividends paid(23)(23)(8)
Common Stock: Common Stock: Common Stock:
RepurchasesRepurchases(729)(199)(1,394)Repurchases(43)(729)(199)
Cash dividends paid Cash dividends paid(369)(375)(402)Cash dividends paid(353)(369)(375)
Issuances under employee stock plans Issuances under employee stock plans34 18 Issuances under employee stock plans28 34 
Net cash provided by (used in) financing activities(1,087)(184)(1,578)
Net cash used in financing activitiesNet cash used in financing activities(391)(1,087)(184)
Net increase (decrease) in cash and cash equivalentsNet increase (decrease) in cash and cash equivalents(384)293 (328)Net increase (decrease) in cash and cash equivalents705 (384)293 
Cash and cash equivalents at beginning of periodCash and cash equivalents at beginning of period1,489 1,196 1,524 Cash and cash equivalents at beginning of period1,105 1,489 1,196 
Cash and cash equivalents at end of periodCash and cash equivalents at end of period$1,105 $1,489 $1,196 Cash and cash equivalents at end of period$1,810 $1,105 $1,489 
Interest paidInterest paid$21 $33 $55 Interest paid$41 $21 $33 
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NOTE 24 - SUMMARY OF QUARTERLY FINANCIAL STATEMENTS (UNAUDITED)
The following quarterly information is unaudited. However, in the opinion of management, the information reflects all adjustments, which are necessary for the fair presentation of the results of operations, for the periods presented.
2021
(in millions, except per share data)Fourth
Quarter
Third
Quarter
Second
Quarter
First
Quarter
Interest income$474 $489 $479 $459 
Interest expense13 14 14 16 
Net interest income461 475 465 443 
Provision for credit losses(25)(42)(135)(182)
Noninterest income289 280 284 270 
Noninterest expenses486 465 463 447 
Provision for income taxes61 70 93 98 
Net income228 262 328 350 
Less:
Income allocated to participating securities1 1 2 1 
Preferred stock dividends6 6 5 6 
Net income attributable to common shares$221 $255 $321 $343 
Earnings per common share:
Basic$1.69 $1.92 $2.35 $2.46 
Diluted1.66 1.90 2.32 2.43 
Comprehensive income223 175 313 181 
2020
(in millions, except per share data)Fourth
Quarter
(Recast)
Third
Quarter
(Recast)
Second
Quarter
(Recast)
First
Quarter
(Recast)
Interest income$489 $484 $511 $609 
Interest expense20 26 40 96 
Net interest income469 458 471 513 
Provision for credit losses(17)138 411 
Net securities gains (losses)— — (1)
Noninterest income excluding net securities gains (losses)265 252 246 238 
Noninterest expenses (a)465 438 434 417 
Provision (benefit) for income taxes (a)65 50 28 (19)
Net income (loss) (a)221 217 118 (59)
Less:
Income allocated to participating securities— — 
Preferred stock dividends— — 
Net income (loss) attributable to common shares (a)$215 $209 $117 $(59)
Earnings (loss) per common share:
Basic (a)$1.54 $1.49 $0.85 $(0.42)
Diluted (a)1.53 1.48 0.84 (0.42)
Comprehensive income267 169 97 344 
(a)Recast to reflect the retrospective application of the Corporation's election to change the accounting methodology for certain components of defined pension benefit credit. Refer to Note 1 for further information.
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NOTE 25 - REVENUE FROM CONTRACTS WITH CUSTOMERS
Revenue from contracts with customers comprises the noninterest income earned by the Corporation in exchange for services provided to customers. The following table presents the composition of revenue from contracts with customers, segregated from other sources of noninterest income, by business segment.
Commercial
Bank
Retail
Bank
Wealth ManagementFinance & OtherTotalCommercial
Bank
Retail
Bank
Wealth ManagementFinance & OtherTotal
(in millions)(in millions)(in millions)
Year Ended December 31, 2022Year Ended December 31, 2022
Revenue from contracts with customers:Revenue from contracts with customers:
Card feesCard fees$227 $42 $4 $ $273 
Fiduciary incomeFiduciary income  233  233 
Service charges on deposit accountsService charges on deposit accounts132 57 6  195 
Commercial loan servicing fees (a)Commercial loan servicing fees (a)18    18 
Brokerage feesBrokerage fees  21  21 
Other noninterest income (b)Other noninterest income (b)7 16 24 1 48 
Total revenue from contracts with customersTotal revenue from contracts with customers384 115 288 1 788 
Other sources of noninterest incomeOther sources of noninterest income223 7 10 40 280 
Total noninterest incomeTotal noninterest income$607 $122 $298 $41 $1,068 
Year Ended December 31, 2021Year Ended December 31, 2021Year Ended December 31, 2021
Revenue from contracts with customers:Revenue from contracts with customers:Revenue from contracts with customers:
Card feesCard fees$250 $44 $4 $ $298 Card fees$250 $44 $$— $298 
Fiduciary incomeFiduciary income  231  231 Fiduciary income— — 231 — 231 
Service charges on deposit accountsService charges on deposit accounts136 54 5  195 Service charges on deposit accounts136 54 — 195 
Commercial loan servicing fees (a)Commercial loan servicing fees (a)19    19 Commercial loan servicing fees (a)19 — — — 19 
Brokerage feesBrokerage fees  14  14 Brokerage fees— — 14 — 14 
Other noninterest income (b)Other noninterest income (b)5 17 17  39 Other noninterest income (b)17 17  39 
Total revenue from contracts with customersTotal revenue from contracts with customers410 115 271  796 Total revenue from contracts with customers410 115 271  796 
Other sources of noninterest incomeOther sources of noninterest income253 8 8 58 327 Other sources of noninterest income253 58 327 
Total noninterest incomeTotal noninterest income$663 $123 $279 $58 $1,123 Total noninterest income663 123 279 58 1,123 
Year Ended December 31, 2020Year Ended December 31, 2020Year Ended December 31, 2020
Revenue from contracts with customers:Revenue from contracts with customers:Revenue from contracts with customers:
Card feesCard fees$229 $38 $$— $270 Card fees$229 $38 $$— $270 
Fiduciary incomeFiduciary income— — 209 — 209 Fiduciary income— — 209 — 209 
Service charges on deposit accountsService charges on deposit accounts128 52 — 185 Service charges on deposit accounts128 52 — 185 
Commercial loan servicing fees (a)Commercial loan servicing fees (a)18 — — — 18 Commercial loan servicing fees (a)18 — — — 18 
Brokerage feesBrokerage fees— — 21 — 21 Brokerage fees— — 21 — 21 
Other noninterest income (b)Other noninterest income (b)28 10 17  55 Other noninterest income (b)28 10 17 — 55 
Total revenue from contracts with customersTotal revenue from contracts with customers403 100 255  758 Total revenue from contracts with customers403 100 255 — 758 
Other sources of noninterest incomeOther sources of noninterest income152 10 73 243 Other sources of noninterest income152 10 73 243 
Total noninterest incomeTotal noninterest income555 110 263 73 1,001 Total noninterest income$555 $110 $263 $73 $1,001 
Year Ended December 31, 2019
Revenue from contracts with customers:
Card fees$213 $40 $$— $257 
Fiduciary income— — 206 — 206 
Service charges on deposit accounts130 68 — 203 
Commercial loan servicing fees (a)18 — — — 18 
Brokerage fees— — 28 — 28 
Other noninterest income (b)11 18 — 37 
Total revenue from contracts with customers369 119 261 — 749 
Other sources of noninterest income186 13 53 261 
Total noninterest income$555 $132 $270 $53 $1,010 
(a)Included in commercial lending fees on the Consolidated Statements of Income.
(b)Excludes derivative, warrant and other miscellaneous income.
Adjustments to revenue during the years ended December 31, 2021, 2020 and 2019 for refunds or credits relating to prior periods were not significant.
Revenue from contracts with customers did not generate significant contract assets and liabilities.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

NOTE 2625 - LEASES
As a lessee, the Corporation has entered into operating leases for the majority of its real estate locations, primarily retail and office space. Total lease expense for the years ended December 31, 2022, 2021 2020 and 20192020 were as follows:
(in millions)(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Operating lease expenseOperating lease expense$65 $64 $64 Operating lease expense$68 $65 $64 
Variable lease expenseVariable lease expense15 16 19 Variable lease expense17 15 16 
Less sublease incomeLess sublease income(1)(1)(2)Less sublease income(1)(1)(1)
Total lease expenseTotal lease expense$79 $79 $81 Total lease expense$84 $79 $79 
Supplemental balance sheet information related to leases is summarized as follows:
(dollar amounts in millions)(dollar amounts in millions)(dollar amounts in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Included in accrued income and other assetsIncluded in accrued income and other assetsIncluded in accrued income and other assets
Right-of-use (ROU) assetsRight-of-use (ROU) assets$317 $306 $329 Right-of-use (ROU) assets$338 $317 $306 
Included in accrued expenses and other liabilitiesIncluded in accrued expenses and other liabilitiesIncluded in accrued expenses and other liabilities
Operating lease liabilitiesOperating lease liabilities356 344 367 Operating lease liabilities406 356 344 
Weighted average discount rateWeighted average discount rate3.33 %3.61 %3.78 %Weighted average discount rate3.53 %3.33 %3.61 %
Weighted average lease term in yearsWeighted average lease term in years8 Weighted average lease term in years9 
Supplemental cash flow information related to leases is summarized as follows:
(dollar amounts in millions)
(in millions)(in millions)
Years Ended December 31Years Ended December 31202120202019Years Ended December 31202220212020
Cash paid for amounts included in the measurement of lease liabilitiesCash paid for amounts included in the measurement of lease liabilitiesCash paid for amounts included in the measurement of lease liabilities
Operating cash flows from operating leasesOperating cash flows from operating leases$66 $65 $67 Operating cash flows from operating leases$66 $66 $65 
ROU assets obtained in exchange for new lease liabilities64 28 49 
ROU assets obtained in exchange for new liabilities (a)ROU assets obtained in exchange for new liabilities (a)80 64 28 
(a) Includes a $24 million reduction to both ROU assets and lease liabilities for a partial termination related to the Company's Texas headquarters for the year ended December 31, 2022.
As of December 31, 2021,2022, the contractual maturities of operating lease liabilities were as follows:
(in millions)(in millions)(in millions)
Years Ending December 31Years Ending December 31Years Ending December 31
2022$60 
2023202362 2023$63 
2024202456 202469 
2025202549 202563 
2026202641 202655 
2027202745 
ThereafterThereafter144 Thereafter185 
Total contractual maturitiesTotal contractual maturities412 Total contractual maturities480 
Less imputed interestLess imputed interest(56)Less imputed interest(74)
Total operating lease liabilitiesTotal operating lease liabilities$356 Total operating lease liabilities$406 
As a lessor, the Corporation leases certain types of manufacturing and warehouse equipment as well as public and private transportation vehicles to its customers. The Corporation recognized lease-related revenue, primarily interest income from sales-type and direct financing leases of $21 million, $12 million $13 million and $14$13 million for the years ended December 31, 2022, 2021 2020 and 2019,2020, respectively. The Corporation's net investment in sales-type and direct financing leases was $464$659 million and $391$464 million at December 31, 20212022 and 2020,2021, respectively.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Comerica Incorporated and Subsidiaries

As of December 31, 2021,2022, the contractual maturities of sales-type and direct financing lease receivables were as follows:
(in millions)(in millions)(in millions)
Years Ending December 31Years Ending December 31Years Ending December 31
2022$123 
2023202376 2023$101 
2024202477 2024127 
2025202586 2025137 
2026202644 202671 
2027202736 
ThereafterThereafter15 Thereafter148 
Total lease payments receivableTotal lease payments receivable421 Total lease payments receivable620 
Unguaranteed residual valuesUnguaranteed residual values64 Unguaranteed residual values61 
Less deferred interest incomeLess deferred interest income(21)Less deferred interest income(22)
Total lease receivables (a)Total lease receivables (a)$464 Total lease receivables (a)$659 
(a)Excludes net investment in leveraged leases of $176$101 million.
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REPORT OF MANAGEMENT
The management of Comerica Incorporated (the Corporation) is responsible for the accompanying consolidated financial statements and all other financial information in this Annual Report. The consolidated financial statements have been prepared in conformity with U.S. generally accepted accounting principles and include amounts which of necessity are based on management’s best estimates and judgments and give due consideration to materiality. The other financial information herein is consistent with that in the consolidated financial statements.
In meeting its responsibility for the reliability of the consolidated financial statements, management develops and maintains effective internal controls, including those over financial reporting, as defined in the Securities and Exchange Act of 1934, as amended. The Corporation’s internal control over financial reporting includes policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the Corporation; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of the consolidated financial statements in conformity with U.S. generally accepted accounting principles, and that receipts and expenditures of the Corporation are made only in accordance with authorizations of management and directors of the Corporation; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of the Corporation’s assets that could have a material effect on the consolidated financial statements.
Management assessed, with participation of the Corporation’s Chief Executive Officer and Chief Financial Officer, internal control over financial reporting as it relates to the Corporation’s consolidated financial statements presented in conformity with U.S. generally accepted accounting principles as of December 31, 2021.2022. The assessment was based on criteria for effective internal control over financial reporting described in Internal Control—Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) (the COSO criteria). Based on this assessment, management determined that internal control over financial reporting is effective as it relates to the Corporation’s consolidated financial statements presented in conformity with U.S. generally accepted accounting principles as of December 31, 2021.2022.
Because of inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
The Corporation's internal control over financial reporting as of December 31, 20212022 has been audited by Ernst & Young LLP, an independent registered public accounting firm, as stated in their accompanying report.
The Corporation’s Board of Directors oversees management’s internal control over financial reporting and financial reporting responsibilities through its Audit Committee as well as various other committees. The Audit Committee, which consists of directors who are not officers or employees of the Corporation, meets regularly with management, internal audit and the independent public accountants to assure that the Audit Committee, management, internal auditors and the independent public accountants are carrying out their responsibilities, and to review auditing, internal control and financial reporting matters.
Curtis C. FarmerJames J. HerzogMauricio A. Ortiz
Chairman, President andSenior Executive Vice President andExecutive Vice President and
Chief Executive OfficerChief Financial OfficerChief Accounting Officer
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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
To the Shareholders and the Board of Directors of Comerica Incorporated

Opinion on Internal Control over Financial Reporting
We have audited Comerica Incorporated and subsidiaries’ internal control over financial reporting as of December 31, 2021,2022, based on criteria established in Internal Control—Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) (the COSO criteria). In our opinion, Comerica Incorporated and subsidiaries (the Company)Corporation) maintained, in all material respects, effective internal control over financial reporting as of December 31, 2021,2022, based on the COSO criteria.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of the CompanyCorporation as of December 31, 20212022 and 2020,2021, and the related consolidated statements of income, comprehensive income, changes in shareholders' equity and cash flows for each of the three years in the period ended December 31, 2021,2022, and the related notes of the CompanyCorporation and our report dated February 16, 202214, 2023 expressed an unqualified opinion thereon.

Basis for Opinion
The Company’sCorporation’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting included in the accompanying Report of Management. Our responsibility is to express an opinion on the Company’sCorporation’s internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the CompanyCorporation in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audit in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects.

Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

Definition and Limitations of Internal Control over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

/s/ Ernst & Young LLP

Dallas, TXTexas
February 16, 202214, 2023


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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

To the Shareholders and the Board of Directors of Comerica Incorporated
Opinion on the Financial Statements
We have audited the accompanying consolidated balance sheets of Comerica Incorporated and subsidiaries (the Company)Corporation) as of December 31, 20212022 and 2020,2021, and the related consolidated statements of income, comprehensive income, changes in shareholders' equity and cash flows for each of the three years in the period ended December 31, 2021,2022, and the related notes (collectively referred to as the “consolidated financial statements”). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the CompanyCorporation at December 31, 20212022 and 2020,2021, and the consolidated results of its operations and its cash flows for each of the three years in the period ended December 31, 2021,2022, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the Company’sCorporation’s internal control over financial reporting as of December 31, 2021,2022, based on criteria established in Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) and our report dated February 16, 2022,14, 2023, expressed an unqualified opinion thereon.
Change in Accounting Principle
As discussed in Note 1 to the consolidated financial statements, the Company has elected to change its method of calculating the expected returns on the fixed income securities and private placement assets held within the plan assets of its qualified defined benefit plan during the year ended December 31, 2021.
Adoption of New Accounting Standard
As discussed in Note 1 to the consolidated financial statements, the Company changed its method for accounting for credit losses in 2020.
Basis for Opinion
These financial statements are the responsibility of the Company’sCorporation’s management. Our responsibility is to express an opinion on the Company’sCorporation’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the CompanyCorporation in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.
Critical Audit Matter
The critical audit matter communicated below is a matter arising from the current period audit of the financial statements that was communicated or required to be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the financial statements and (2) involved our especially challenging, subjective or complex judgments. The communication of the critical audit matter does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.
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Allowance for creditloan losses
Description of the Matter
The Company’sCorporation’s loan portfolio and the associated allowance for credit losses (ACL) were $49$53.4 billion and $618$661 million as of December 31, 2021,2022, respectively. The allowance for credit losses represents management’s estimate of expected credit losses over the contractual life of the loan portfolio at the balance sheet date. The allowance for credit losses includes credit loss estimates for loans evaluated on an individual basis, such as for certain nonaccrual loans and TDR loans and collective loss estimates for homogeneous pools of loans with similar risk characteristics. The CompanyCorporation determines the allowance for homogeneous pools of loans with similar risk characteristics by applying loss factors to amortized cost balances over the remaining contractual life. Loss factors are based on estimated probability of default, set to a default horizon based on contractual life, and loss given default. Through the use of various models, historical estimates are calibrated to economic forecasts over the reasonable and supportable forecast period based on economic variables that statistically correlate with each of the probability of default and loss given default pools. Qualitative adjustments are then made to bring the allowance to the level management believes is appropriate based on factors that have not otherwise been fully accounted for in the quantitative analysis. Examples of these adjustments include 1) foresight risk, 2) input imprecision, and 3) model imprecision.

Auditing management’s estimate of the allowance for credit losses involved a high degree of subjectivity due to the highly judgmental nature of the expected loss models and the qualitative adjustments included in the ACL. Management applies significant judgment when selecting the expected loss models to be used to determine the allowance and the inputs used in those models as well as in applying qualitative adjustments. These determinations could have a significant effect on the ACL.

How We Addressed the Matter in Our Audit
We obtained an understanding of the Company’sCorporation’s process for establishing the ACL, including selection of the models, inputs used in the models, monitoring of the models, and the qualitative adjustments made to the ACL. We evaluated the design and tested the operating effectiveness of the controls over 1) determining the appropriateness of the models used to estimate quantitative components of the ACL, 2) validating the models used to estimate quantitative components of the ACL, 3) selecting the appropriate inputs and assumptions within the models, 4) monitoring of the models including the assessment of the output, 5) determining the appropriateness of the qualitative reserve methodology, including the identification and the assessment for the need for qualitative adjustments, 6) validating the relevance and reliability of data used to estimate the various components of the qualitative reserves, and 7) performing management’s review and approval of qualitative adjustments and model output.


To test the appropriateness of the models used by management to estimate quantitative components of the ACL, with the support of specialists, we evaluated the model methodology and model performance, and tested key modeling assumptions including the economic forecast used within the models. To test the qualitative adjustments, we evaluated the identification and measurement of the qualitative adjustments, including the basis for concluding an adjustment was warranted when considering the potential impact of foresight risk, input imprecision and model imprecision, evaluated the appropriateness of the data used by the CompanyCorporation to estimate the qualitative adjustments, recalculated the analyses used by management to determine the qualitative adjustments, and analyzed the changes in assumptions and components of the qualitative reserves relative to changes in the Company’sCorporation’s loan portfolio. For example, we evaluated the data and information utilized by management to estimate the qualitative adjustments by independently obtaining and comparing to historical loan data, third-party macroeconomic data, and peer bank data to assess the appropriateness of the information and to consider whether new or contradictory information existed.
We also evaluated if qualitative adjustments were based on a comprehensive framework, well-documented, and consistently applied

/s/ Ernst & Young LLP

We have served as the Company’s auditor since 1992.
Dallas, TX
February 16, 202214, 2023


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SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized as of February 16, 2022.14, 2023.
COMERICA INCORPORATED
By: /s/ Curtis C. Farmer
 
Curtis C. Farmer
Chairman, President and Chief Executive Officer
Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed by the following persons on behalf of the registrant in the capacities indicated as of February 16, 2022.14, 2023.
/s/ Curtis C. FarmerChairman, President and Chief Executive Officer and
Curtis C. FarmerDirector (Principal Executive Officer)
/s/ James J. HerzogSenior Executive Vice President and Chief Financial Officer
James J. Herzog(Principal Financial Officer)
/s/ Mauricio A. OrtizExecutive Vice President and Chief Accounting Officer
Mauricio A. Ortiz(Principal Accounting Officer)
/ss/ Nancy Avila
Nancy AvilaDirector
/s/ Michael E. Collins
Michael E. CollinsDirector
/s/ Roger A. Cregg
Roger A. CreggDirector
/s/ T. Kevin DeNicola
T. Kevin DeNicolaDirector
/s/ Nancy Flores
Nancy FloresDirector
/s/ Jacqueline P. Kane
Jacqueline P. KaneDirector
/s/ Richard G. Lindner
 Richard G. LindnerDirector
/s/ Barbara R. Smith
Barbara R. SmithDirector
/s/ Robert S. Taubman
Robert S. TaubmanDirector
/s/ Reginald M. Turner, Jr.
Reginald M. Turner, Jr.Director
/s/ Nina G. Vaca
Nina G. VacaDirector
/s/ Michael G. Van de Ven
Michael G. Van de VenDirector
S-1