UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 10-Q

QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT 1934
For the quarterly period ended June 30, 2019
2020
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
Commission File Number: 001-37806
twlo-20200630_g1.jpg
TWILIO INC.
(Exact name of registrant as specified in its charter)

Delaware26-2574840
(State or other jurisdiction of incorporation or organization)(I.R.S. Employer Identification Number)
375 Beale101 Spear Street,, Suite 300 First Floor
San Francisco,, California94105
(Address of principal executive offices) (Zip Code)
(415) (415) 390-2337
(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Class A Common Stock, par value $0.001 per shareTWLOThe New York Stock Exchange

As of July 27, 2020, 132,340,556 shares of the registrant’s Class A common stock and 10,793,764 shares of registrant’s Class B common stock were outstanding.
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 Yesý  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 Yesý  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 filerAccelerated filer
Non-accelerated filerSmaller 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 is a shell company (as defined in Rule 12b-2 of the Exchange Act).
Yes   No ý

Securities registered pursuant to Section 12(b) of the act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Class A Common Stock, par value $0.001 per shareTWLOThe New York Stock Exchange
As of July 26, 2019, 121,541,496 shares of the registrant’s Class A common stock and 14,346,097 shares of registrant’s Class B common stock were outstanding.





TWILIO INC.
Quarterly Report on Form 10-Q
For the Three Months Ended June 30, 20192020
TABLE OF CONTENTS

Page
Page
PART II — OTHER INFORMATIONLegal Proceedings


1




Special Note Regarding Forward-Looking Statements
This Quarterly Report on Form 10-Q contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended (the “Securities Act”), and Section 21E of the Securities Exchange Act of 1934, as amended (the “Exchange Act”), which statements involve substantial risks and uncertainties. Forward-looking statements generally relate to future events or our future financial or operating performance. In some cases, you can identify forward-looking statements because they contain words such as “may,” “can,” “will,” “would,” “should,” “expects,” “plans,” “anticipates,” “could,” “intends,” “target,” “projects,” “contemplates,” “believes,” “estimates,” “predicts,” “potential”“forecasts,” “potential,” or “continue” or the negative of these words or other similar terms or expressions that concern our expectations, strategy, plans or intentions. Forward-looking statements contained in this Quarterly Report on Form 10-Q include, but are not limited to, statements about:
the impact of the COVID-19 pandemic on the global economy, our customers, employees and business;
our future financial performance, including our revenue, cost of revenue, gross margin and operating expenses, ability to generate positive cash flow and ability to achieve and sustain profitability;
anticipated technology trends, such as the use of and demand for cloud communications;
our ability to continue to build and maintain credibility with the global software developer community;
our ability to attract and retain customers to use our products;
the evolution of technology affecting our products and markets;
our ability to introduce new products and enhance existing products;
our ability to comply with modified or new industry standards, laws and regulations applying to our business, including the General Data Protection Regulation (“GDPR”), the California Consumer Privacy Act of 2018 and other privacy regulations that may be implemented in the future, and Signature-based Handling of Asserted Information Using toKENs ("SHAKEN") and Secure Telephone Identity Revisited ("STIR") standards (together, "SHAKEN/STIR") and other robocalling prevention and anti-spam standards and increased costs associated with such compliance;
our ability to optimize our network service provider coverage and connectivity;
our ability to manage changes in network service provider fees that we pay in connection with the delivery of communications on our platform;
our ability to work closely with email inbox service providers to maintain deliverability rates;
our ability to pass on our savings associated with our platform optimization efforts to our customers;
the impact and expected results from changes in our relationship with our larger customers;
our ability to attract and retain enterprises and international organizations as customers for our products;
our ability to form and expand partnerships with technology partners and consulting partners;
our ability to successfully enter into new markets and manage our international expansion;
the attraction and retention of qualified employees and key personnel;
our ability to effectively manage our growth and future expenses and maintain our corporate culture;
our ability to compete effectively in an intensely competitive market;
the sufficiency of our cash and cash equivalents to meet our liquidity needs;
2


our anticipated investments in sales and marketing, and research and development;development and additional systems and processes to support our growth;
our ability to maintain, protect and enhance our intellectual property;
our ability to successfully defend litigation brought against us;
our ability to service the interest on our convertible notes and repay such notes, to the extent required;

2



our customers' and other platform users' violation of our policies or other misuse of our platform;
our expectations about the impact of natural disasters and public health epidemics, such as the coronavirus on our business, results of operations, financial condition and on our customers, employees, vendors and partners; and
our ability to successfully integrate and realize the benefits of our past or future strategic acquisitions or investments, including our acquisition of SendGrid, Inc. (“SendGrid”).investments.
We caution you that the foregoing list may not contain all of the forward-looking statements made in this Quarterly Report on Form 10-Q.
You should not rely upon forward-looking statements as predictions of future events. We have based the forward-looking statements contained in this Quarterly Report on Form 10-Q primarily on our current expectations and projections about future events and trends that we believe may affect our business, financial condition, results of operations and prospects. The outcome of the events described in these forward-looking statements is subject to risks, uncertainties and other factors described in Part II, Item 1A, “Risk Factors” and elsewhere in this Quarterly Report on Form 10-Q. Moreover, we operate in a very competitive and rapidly changing environment. New risks and uncertainties emerge from time to time and it is not possible for us to predict all risks and uncertainties that could have an impact on the forward-looking statements contained in this Quarterly Report on Form 10-Q. We cannot assure you that the results, events and circumstances reflected in the forward-looking statements will be achieved or occur, and actual results, events or circumstances could differ materially from those described in the forward-looking statements.
The forward-looking statements made in this Quarterly Report on Form 10-Q relate only to events as of the date on which the statements are made. We undertake no obligation to update any forward-looking statements made in this Quarterly Report on Form 10-Q to reflect events or circumstances after the date of this Quarterly Report on Form 10-Q or to reflect new information or the occurrence of unanticipated events, except as required by law. We may not actually achieve the plans, intentions or expectations disclosed in our forward-looking statements and you should not place undue reliance on our forward-looking statements. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions, joint ventures or investments we may make.


3




PART I - FINANCIAL INFORMATION
Item 1. Financial Statements
TWILIO INC.
Condensed Consolidated Balance Sheets
(In thousands)
(Unaudited)
  As of
June 30, 2019
 As of
December 31, 2018
ASSETS    
Current assets:    
Cash and cash equivalents $535,911
 $487,215
Short-term marketable securities 1,346,371
 261,128
Accounts receivable, net 126,780
 97,712
Prepaid expenses and other current assets 50,451
 26,893
Total current assets 2,059,513
 872,948
Restricted cash 862
 18,119
Property and equipment, net 106,480
 63,534
Operating right of use asset 151,946
 
Intangible assets, net 485,410
 27,558
Goodwill 2,283,578
 38,165
Other long-term assets 21,316
 8,386
Total assets $5,109,105
 $1,028,710
LIABILITIES AND STOCKHOLDERS’ EQUITY    
Current liabilities:    
Accounts payable $29,361
 $18,495
Accrued expenses and other current liabilities 117,625
 96,343
Deferred revenue and customer deposits 24,898

22,972
Operating lease liability, current 21,858
 
Financing lease liability, current 5,920
 
Note payable, current 2,119
 
Total current liabilities 201,781
 137,810
Operating lease liability, noncurrent 138,819
 
Financing lease liability, noncurrent 7,752
 
Note payable, noncurrent 2,237


Convertible senior notes, net 446,177
 434,496
Other long-term liabilities 15,479
 18,169
Total liabilities 812,245
 590,475
Commitments and contingencies (Note 12) 


 


Stockholders’ equity:    
Preferred stock 
 
Class A and Class B common stock 136
 100
Additional paid-in capital 4,794,177
 808,527
Accumulated other comprehensive income 3,303
 1,282
Accumulated deficit (500,756) (371,674)
Total stockholders’ equity 4,296,860
 438,235
Total liabilities and stockholders’ equity $5,109,105
 $1,028,710
See accompanying notes to condensed consolidated financial statements.

4



TWILIO INC.
Condensed Consolidated Statements of Operations
(In thousands, except share and per share amounts)
(Unaudited)
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Revenue $275,039
 $147,754
 $508,178
 $276,870
Cost of revenue 125,024
 67,940
 232,113
 127,522
Gross profit 150,015
 79,814
 276,065
 149,348
Operating expenses:        
Research and development 98,783
 39,811
 176,638
 77,387
Sales and marketing 90,421
 37,749
 162,028
 70,571
General and administrative 54,543
 24,212
 118,719
 47,605
Total operating expenses 243,747
 101,772
 457,385
 195,563
Loss from operations (93,732) (21,958) (181,320) (46,215)
Other expenses, net (880) (1,898) (1,516) (1,233)
Loss before provision for income taxes (94,612) (23,856) (182,836) (47,448)
Income tax benefit (provision) 2,033
 (150) 53,754
 (287)
Net loss attributable to common stockholders $(92,579) $(24,006) $(129,082) $(47,735)
Net loss per share attributable to common stockholders, basic and diluted $(0.72) $(0.25) $(1.05) $(0.50)
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted 129,310,641
 96,348,356
 122,985,716
 95,515,583
As ofAs of
June 30,December 31,
20202019
(In thousands)
ASSETS
Current assets:
Cash and cash equivalents$475,700  $253,660  
Short-term marketable securities1,427,619  1,599,033  
Accounts receivable, net194,563  154,067  
Prepaid expenses and other current assets62,800  54,571  
Total current assets2,160,682  2,061,331  
Restricted cash—  75  
Property and equipment, net161,413  141,256  
Operating right-of-use asset196,647  156,741  
Intangible assets, net424,739  460,849  
Goodwill2,291,616  2,296,784  
Other long-term assets55,472  33,480  
Total assets$5,290,569  $5,150,516  
LIABILITIES AND STOCKHOLDERS’ EQUITY
Current liabilities:
Accounts payable$27,531  $39,099  
Accrued expenses and other current liabilities197,303  147,681  
Deferred revenue and customer deposits29,111  26,362  
Operating lease liability, current35,287  27,156  
Finance lease liability, current7,134  6,924  
Total current liabilities296,366  247,222  
Operating lease liability, noncurrent172,408  139,200  
Finance lease liability, noncurrent10,116  8,746  
Convertible senior notes, net470,545  458,190  
Other long-term liabilities19,544  17,747  
Total liabilities968,979  871,105  
Commitments and contingencies (Note 11)
Stockholders’ equity:
Preferred stock—  —  
Class A and Class B common stock142  138  
Additional paid-in capital5,181,368  4,952,999  
Accumulated other comprehensive income13,606  5,086  
Accumulated deficit(873,526) (678,812) 
Total stockholders’ equity4,321,590  4,279,411  
Total liabilities and stockholders’ equity$5,290,569  $5,150,516  
See accompanying notes to condensed consolidated financial statements.

4


TWILIO INC.
Condensed Consolidated Statements of Operations
(Unaudited)

Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands, except share and per share amounts)
Revenue$400,849  $275,039  $765,717  $508,178  
Cost of revenue191,718  125,024  363,051  232,113  
Gross profit209,131  150,015  402,666  276,065  
Operating expenses:
Research and development120,701  98,783  235,040  176,638  
Sales and marketing129,823  90,421  246,545  162,028  
General and administrative61,251  54,543  116,421  118,719  
Total operating expenses311,775  243,747  598,006  457,385  
Loss from operations(102,644) (93,732) (195,340) (181,320) 
Other income (expenses), net3,015  (880) 1,897  (1,516) 
Loss before (provision) benefit for income taxes(99,629) (94,612) (193,443) (182,836) 
(Provision) benefit for income taxes(294) 2,033  (1,271) 53,754  
Net loss attributable to common stockholders$(99,923) $(92,579) $(194,714) $(129,082) 
Net loss per share attributable to common stockholders, basic and diluted$(0.71) $(0.72) $(1.39) $(1.05) 
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted141,618,541  129,310,641  140,512,351  122,985,716  
See accompanying notes to condensed consolidated financial statements.


5




TWILIO INC.
Condensed Consolidated Statements of Comprehensive Loss
(In thousands)
(Unaudited)
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Net loss $(92,579) $(24,006) $(129,082) $(47,735)
Other comprehensive income (loss):        
Unrealized gain (loss) on marketable securities 980
 152
 2,021
 (165)
Foreign currency translation 
 (629) 
 102
Total other comprehensive income (loss) 980
 (477) 2,021
 (63)
Comprehensive loss attributable to common stockholders $(91,599) $(24,483) $(127,061) $(47,798)
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Net loss$(99,923) $(92,579) $(194,714) $(129,082) 
Other comprehensive income:
Net unrealized gain on marketable securities, net of tax17,895  980  8,520  2,021  
Comprehensive loss attributable to common stockholders$(82,028) $(91,599) $(186,194) $(127,061) 
See accompanying notes to condensed consolidated financial statements.

6





TWILIO INC.
Condensed Consolidated Statements of Stockholders' Equity
(In thousands, except share amounts)
(Unaudited)

Common Stock
Class A
Common Stock
Class B
Additional Paid In CapitalAccumulated Other Comprehensive Income (Loss)Accumulated DeficitTotal Stockholders' Equity
SharesAmountSharesAmount
(In thousands, except share amounts)
Balance as of December 31, 2019126,882,172  $124  11,530,627  $14  $4,952,999  $5,086  $(678,812) $4,279,411  
Net loss—  —  —  —  —  —  (94,791) (94,791) 
Exercises of stock options243,029  —  426,001  —  8,231  —  —  8,231  
Vesting of restricted stock units849,763   23,107  —  —  —  —   
Value of equity awards withheld for tax liability(8,726) —  (4,692) —  (1,674) —  —  (1,674) 
Conversion of shares of Class B common stock into shares of Class A618,103   (618,103) (1) —  —  —  —  
Donated common stock22,102  —  —  —  2,701  —  —  2,701  
Net unrealized loss on available-for-sale securities—  —  —  —  —  (9,375) —  (9,375) 
Stock-based compensation—  —  —  —  72,021  —  —  72,021  
Balance as of March 31, 2020128,606,443  $126  11,356,940  $13  $5,034,278  $(4,289) $(773,603) $4,256,525  
Net loss—  —  —  —  —  —  (99,923) (99,923) 
Exercises of stock options1,590,891   459,010  —  45,230  —  —  45,232  
Vesting of restricted stock units807,270   4,212  —  —  —  —   
Value of equity awards withheld for tax liability(6,018) —  —  —  (1,144) —  —  (1,144) 
Conversion of shares of Class B common stock into shares of Class A983,005   (983,005) (1) —  —  —  —  
Shares issued under ESPP190,642  —  —  —  16,473  —  —  16,473  
Donated common stock22,102  —  —  —  3,972  —  —  3,972  
Net unrealized gain on available-for-sale securities—  —  —  —  —  17,895  —  17,895  
Stock-based compensation—  —  —  —  82,559  —  —  82,559  
Balance as of June 30, 2020132,194,335  $130  10,837,157  $12  $5,181,368  $13,606  $(873,526) $4,321,590  
  Common Stock
Class A
 Common Stock
Class B
 Additional Paid In Capital Accumulated Other Comprehensive Income Accumulated Deficit Total Stockholders' Equity
  Shares Amount Shares Amount    
Balance as of December 31, 2018 80,769,763
 $80
 19,310,465
 $20
 $808,527
 $1,282
 $(371,674) $438,235
Net loss 
 
 
 
 
 
 (36,503) (36,503)
Exercises of vested stock options 748,679
 1
 1,023,984
 1
 15,326
 
 
 15,328
Vesting of early exercised stock options 
 
   
 9
 
 
 9
Vesting of restricted stock units 641,406
 
 39,360
 
 
 
 
 
Value of equity awards withheld for tax liability (5,860) 
 (4,431) 
 (1,062) 
 
 (1,062)
Conversion of shares of Class B common stock into shares of Class A common stock 4,339,519
 4
 (4,339,519) (4) 
 
 
 
Shares issued in acquisition 23,555,081
 24
 
 
 2,658,874
 
 
 2,658,898
Equity awards assumed in acquisition 
 
 
 
 191,620
 
 
 191,620
Unrealized gain on marketable securities 
 
 
 
 
 1,041
 
 1,041
Stock-based compensation 
 
 
 
 59,947
 
 
 59,947
Balance as of March 31, 2019 110,048,588
 $109
 16,029,859
 $17
 $3,733,241
 $2,323
 $(408,177) $3,327,513
Net loss 
 
 
 
 
 
 (92,579) (92,579)
Issuance of common stock in connection with a public offering, net of underwriter discounts 8,064,515
 8
 
 
 979,992
 
 
 980,000
Costs related to the public offering 
 
 
 
 (953) 
 
 (953)
Exercises of vested stock options 313,924
 
 503,797
 1
 9,926
 
 
 9,927
Vesting of restricted stock units 675,028
 1
 29,576
 
 
 
 
 1
Value of equity awards withheld for tax liability (5,934) 
 (5,888) 
 (1,518) 
 
 (1,518)
Conversion of shares of Class B common stock into shares of Class A common stock 2,172,598
 2
 (2,172,598) (2) 
 
 
 
Shares issued under ESPP 108,895
 
 
 
 8,254
 
 
 8,254
Equity awards assumed in acquisition (measurement period adjustment) 
 
 
 
 (7,126) 
 
 (7,126)
Unrealized gain on marketable securities 
 
 
 
 
 980
 
 980
Stock-based compensation 
 
 
 
 72,361
 
 
 72,361
Balance as of June 30, 2019 121,377,614
 $120
 14,384,746
 $16
 $4,794,177
 $3,303
 $(500,756) $4,296,860

See accompanying notes to condensed consolidated financial statements.















7



TWILIO INC.
Condensed Consolidated Statements of Stockholders' Equity, continued
(In thousands, except share amounts)
(Unaudited)

  Common Stock
Class A
 Common Stock
Class B
 Additional Paid In Capital Accumulated Other Comprehensive Income Accumulated Deficit Total Stockholders' Equity
  Shares Amount Shares Amount    
Balance as of December 31, 2017 69,906,550
 $70
 24,063,246
 $24
 $608,165
 $2,025
 $(250,438) $359,846
Net loss 
 
 
 
 
 
 (23,729) (23,729)
Adjustment to opening retained earnings due to adoption of ASC 606 
 
 
 
 
 
 713
 713
Exercises of vested stock options 
 
 1,190,387
 1
 6,677
 
 
 6,678
Vesting of early exercised stock options 
 
   
 21
 
 
 21
Vesting of restricted stock units 491,501
 
 52,716
 
 
 
 
 
Value of equity awards withheld for tax liability (8,352) 
 (4,380) 
 (371) 
 
 (371)
Conversion of shares of Class B common stock into shares of Class A common stock 1,358,716
 1
 (1,358,716) (1) 
 
 
 
Unrealized loss on marketable securities 
 
 
 
 
 (317) 
 (317)
Foreign currency translation 
 
 
 
 
 731
 
 731
Stock-based compensation 
 
 
 
 18,968
 
 
 18,968
Balance as of March 31, 2018 71,748,415
 $71
 23,943,253
 $24
 $633,460
 $2,439
 $(273,454) $362,540
Net loss 
 
 
 
 
 
 (24,006) (24,006)
Exercises of vested stock options 
 
 960,414
 1
 7,036
 
 
 7,037
Vesting of early exercised stock options 
 
 
 
 4
 
 
 4
Vesting of restricted stock units 457,495
 
 40,070
 
 
 
 
 
Value of equity awards withheld for tax liability (5,860) 
 (5,888) 
 (539) 
 
 (539)
Conversion of shares of Class B common stock into shares of Class A common stock 4,109,726
 4
 (4,109,726) (4) 
 
 
 
Shares issued under ESPP 201,581
 
 
 
 4,474
 
 
 4,474
Issuance of debt conversion option 
 
 
 
 119,435
 
 
 119,435
Debt conversion option issuance costs 
 
 
 
 (2,819) 
 
 (2,819)
Capped call option issuance costs 
 
 
 
 (58,465) 
 
 (58,465)
Unrealized loss on marketable securities 
 
 
 
 
 152
 
 152
Foreign currency translation 
 
 
 
 
 (629) 
 (629)
Stock-based compensation 
 
 
 
 22,487
   
 22,487
Balance as of June 30, 2018 76,511,357
 $75
 20,828,123
 $21
 $725,073
 $1,962
 $(297,460) $429,671
Common Stock
Class A
Common Stock
Class B
Additional Paid In CapitalAccumulated Other Comprehensive IncomeAccumulated DeficitTotal Stockholders' Equity
SharesAmountSharesAmount
(In thousands, except share amounts)
Balance as of December 31, 201880,769,763  $80  19,310,465  $20  $808,527  $1,282  $(371,674) $438,235  
Net loss—  —  —  —  —  —  (36,503) (36,503) 
Exercises of stock options748,679   1,023,984   15,326  —  —  15,328  
Vesting of early exercised stock options—  —  —  —   —  —   
Vesting of restricted stock units641,406  —  39,360  —  —  —  —  —  
Value of equity awards withheld for tax liability(5,860) —  (4,431) —  (1,062) —  —  (1,062) 
Conversion of shares of Class B common stock into shares of Class A4,339,519   (4,339,519) (4) —  —  —  —  
Shares issued in acquisition23,555,081  24  —  —  2,658,874  —  —  2,658,898  
Equity awards assumed in acquisition—  —  —  —  191,620  —  —  191,620  
Net unrealized gain on available-for-sale securities—  —  —  —  —  1,041  —  1,041  
Stock-based compensation—  —  —  —  59,947  —  —  59,947  
Balance as of March 31, 2019110,048,588  $109  16,029,859  $17  $3,733,241  $2,323  $(408,177) $3,327,513  
Net loss—  —  —  —  —  —  (92,579) (92,579) 
Issuance of common stock in connection with a public offering, net of underwriter discounts8,064,515   —  —  979,992  —  —  980,000  
Costs related to the public offering—  —  —  —  (953) —  —  (953) 
Exercises of stock options313,924  —  503,797   9,926  —  —  9,927  
Vesting of restricted stock units675,028   29,576  —  —  —  —   
Value of equity awards withheld for tax liability(5,934) —  (5,888) —  (1,518) —  —  (1,518) 
Conversion of shares of Class B common stock into shares of Class A2,172,598   (2,172,598) (2) —  —  —  —  
Shares issued under ESPP108,895  —  —  —  8,254  —  —  8,254  
Equity awards assumed in acquisition (measurement period adjustment)—  —  —  —  (7,126) —  —  (7,126) 
Net unrealized gain on available-for-sale securities—  —  —  —  —  980  —  980  
Stock-based compensation—  —  —  —  72,361  —  —  72,361  
Balance as of June 30 2019121,377,614  $120  14,384,746  $16  $4,794,177  $3,303  $(500,756) $4,296,860  
See accompanying notes to condensed consolidated financial statements.



8




TWILIO INC.
Condensed Consolidated Statements of Cash Flows
(In thousands) (Unaudited)

Six Months Ended
June 30,

 Six Months Ended
June 30,
20202019

 2019 2018
CASH FLOWS FROM OPERATING ACTIVITIES: 

 

CASH FLOWS FROM OPERATING ACTIVITIES:(In thousands)
Net loss $(129,082) $(47,735)Net loss$(194,714) $(129,082) 
Adjustments to reconcile net loss to net cash (used in) provided by operating activities: 

 

Adjustments to reconcile net loss to net cash provided by (used in) operating activities:Adjustments to reconcile net loss to net cash provided by (used in) operating activities:
Depreciation and amortization 49,610
 11,392
Depreciation and amortization64,772  49,610  
Right-of-use asset amortization 10,707
 
Net amortization of investment premium and discount (2,948) (237)
Non-cash reduction to the right-of-use assetNon-cash reduction to the right-of-use asset17,804  10,707  
Amortization of debt discount and issuance costs 11,682
 2,695
Amortization of debt discount and issuance costs12,356  11,682  
Stock-based compensation 129,064
 38,546
Stock-based compensation148,412  129,064  
Amortization of deferred commissions 1,585
 478
Provision for doubtful accounts 697
 1,515
Tax benefit related to release of valuation allowance (53,502) 
Tax benefit related to release of valuation allowance(357) (53,502) 
Write-off of long lived assets 769
 515
Other tax benefit realized in the period (692) 
Allowance for credit lossesAllowance for credit losses7,115  697  
Value of donated common stockValue of donated common stock6,673  —  
Other adjustmentsOther adjustments6,857  (1,286) 
Changes in operating assets and liabilities: 

 

Changes in operating assets and liabilities:
Accounts receivable (22,523) (26,048)Accounts receivable(47,766) (22,523) 
Prepaid expenses and other current assets (15,688) (2,847)Prepaid expenses and other current assets(12,001) (15,688) 
Other long-term assets (5,969) (1,908)Other long-term assets(19,774) (5,969) 
Accounts payable 8,306
 12,566
Accounts payable(11,523) 8,306  
Accrued expenses and other current liabilities 13,976
 28,040
Accrued expenses and other current liabilities47,435  13,976  
Deferred revenue and customer deposits 1,927
 3,300
Deferred revenue and customer deposits2,994  1,927  
Operating right of use liability (9,367) 
Operating lease liabilityOperating lease liability(16,340) (9,367) 
Long-term liabilities (2,371) (1,047)Long-term liabilities1,968  (2,371) 
Net cash (used in) provided by operating activities (13,819) 19,225
Net cash provided by (used in) operating activitiesNet cash provided by (used in) operating activities13,911  (13,819) 
CASH FLOWS FROM INVESTING ACTIVITIES: 

 

CASH FLOWS FROM INVESTING ACTIVITIES:
Acquisitions, net of cash acquired 146,957
 
Acquisitions, net of cash acquired, and other related paymentsAcquisitions, net of cash acquired, and other related payments(2,725) 146,957  
Purchases of marketable securities and other investments (1,377,072) (184,364)Purchases of marketable securities and other investments(443,816) (1,377,072) 
Proceeds from sales and maturities of marketable securities 286,653
 58,520
Proceeds from sales and maturities of marketable securities621,754  286,653  
Capitalized software development costs (10,520) (9,958)Capitalized software development costs(17,651) (10,520) 
Purchases of long-lived assets (7,882) (2,315)Purchases of long-lived assets(12,797) (7,882) 
Net cash used in investing activities (961,864) (138,117)
Net cash provided by (used in) investing activitiesNet cash provided by (used in) investing activities144,765  (961,864) 
CASH FLOWS FROM FINANCING ACTIVITIES: 

 

CASH FLOWS FROM FINANCING ACTIVITIES:
Proceeds from a public offering, net of underwriting discount 980,000
 
Proceeds from a public offering, net of underwriting discount—  980,000  
Payments of costs related to the public offering (347) 
Proceeds from issuance of convertible senior notes 
 550,000
Payment of debt issuance costs 
 (12,513)
Purchase of capped call 
 (58,465)
Principal payments on notes payable (997) 
Principal payments on financing leases (2,463) 
Proceeds from exercises of stock options 25,255
 13,715
Proceeds from shares issued under ESPP 8,254
 4,474
Payments of costs related to public offeringsPayments of costs related to public offerings—  (347) 
Principal payments on finance leases and notes payablePrincipal payments on finance leases and notes payable(3,829) (3,460) 
Proceeds from exercises of stock options and shares issued under ESPPProceeds from exercises of stock options and shares issued under ESPP69,936  33,509  
Value of equity awards withheld for tax liabilities (2,580) (910)Value of equity awards withheld for tax liabilities(2,818) (2,580) 
Net cash provided by financing activities 1,007,122
 496,301
Net cash provided by financing activities63,289  1,007,122  
Effect of exchange rate changes on cash, cash equivalents and restricted cash 
 818
NET INCREASE IN CASH, CASH EQUIVALENTS AND RESTRICTED CASH 31,439
 378,227
NET INCREASE IN CASH, CASH EQUIVALENTS AND RESTRICTED CASH221,965  31,439  
CASH, CASH EQUIVALENTS AND RESTRICTED CASH—Beginning of period 505,334
 120,788
CASH, CASH EQUIVALENTS AND RESTRICTED CASH—Beginning of period253,735  505,334  
CASH, CASH EQUIVALENTS AND RESTRICTED CASH —End of period $536,773
 $499,015
CASH, CASH EQUIVALENTS AND RESTRICTED CASH —End of period$475,700  $536,773  
Cash paid for income taxes, net $48
 $321
Cash paid for income taxes, net$1,022  $48  
Cash paid on finance leases $337
 $
NON-CASH INVESTING AND FINANCING ACTIVITIES: 

 

NON-CASH INVESTING AND FINANCING ACTIVITIES:
Purchases of property, equipment and intangible assets, accrued but not paid $1,831
 $572
Purchases of property, equipment and intangible assets, accrued but not paid$4,545  $1,831  
Purchases of property and equipment through finance leases $13,616

$
Purchases of property and equipment through finance leases$5,366  $13,616  
Acquisition holdback $4,230
 $
Acquisition - value of common stock issued, stock awards assumed and measurement period adjustments $2,843,392
 $
Value of common stock issued and stock awards assumed in acquisitionValue of common stock issued and stock awards assumed in acquisition$—  $2,843,392  
Stock-based compensation capitalized in software development costs $3,244
 $2,909
Stock-based compensation capitalized in software development costs$7,015  $3,244  
Debt offering costs, accrued but not paid $

$467
Costs related to public offerings, accrued but not paid $606
 $
See accompanying notes to condensed consolidated financial statements.

9



TWILIO INC.
Notes to Condensed Consolidated Financial Statements
(Unaudited)

1. Organization and Description of Business
Twilio Inc. (the “Company”) was incorporated in the state of Delaware on March 13, 2008. The Company is the leader in the Cloud Communications Platform category and enables developers to build, scale and operate real-time communications within their software applications via simple-to-use Application Programming Interfaces (“API”). The power, flexibility, and reliability offered by the Company’s software building blocks empower entities of virtually every shape and size to build world-class engagement into their customer experience.
The Company’s headquarters are located in San Francisco, California, and the Company has subsidiaries in Australia, Bermuda, Brazil, Colombia, Czech Republic, Estonia, France, Germany, Hong Kong, India, Ireland, Japan, the Netherlands, Singapore, Spain, Sweden, the United Kingdom and the United States.
2. Summary of Significant Accounting Policies
(a)Basis of Presentation
The accompanying unaudited condensed consolidated financial statements have been prepared in accordance with generally accepted accounting principles in the United States of America (“U.S. GAAP”) and applicable rules and regulations of the Securities and Exchange Commission (“SEC”) regarding interim financial reporting. Certain information and note disclosures normally included in the financial statements prepared in accordance with U.S. GAAP have been condensed or omitted pursuant to such rules and regulations. Therefore, these condensed consolidated financial statements should be read in conjunction with the consolidated financial statements and notes included in ourthe Company's Annual Report on Form 10-K filed with the SEC on March 1, 20192, 2020 (“Annual Report”).
The condensed consolidated balance sheet as of December 31, 2018,2019, included herein, was derived from the audited financial statements as of that date, but may not include all disclosures including certain notes required by U.S. GAAP on an annual reporting basis.
In the opinion of management, the accompanying unaudited condensed consolidated financial statements reflect all normal recurring adjustments necessary to present fairly the financial position, results of operations, comprehensive loss, stockholders' equity and cash flows for the interim periods, but are not necessarily indicative of the results of operations to be anticipated for the full year 20192020 or any future period.
(b)Principles of Consolidation
The condensed consolidated financial statements include the Company and its wholly owned subsidiaries. All significant intercompany balances and transactions have been eliminated.
(c)Use of Estimates
The preparation of financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, and disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. These estimates are used for, but not limited to, revenue allowances and returns;sales credit reserves; recoverability of long-lived and intangible assets; capitalization and useful life of the Company’s capitalized internal-use software development costs; fair value of acquired intangible assets and goodwill; accruals and contingencies. Estimates are based on historical experience and on various assumptions that the Company believes are reasonable under current circumstances. However, future events are subject to change and best estimates and judgments may require further adjustments;adjustments, therefore, actual results could differ materially from those estimates. Management periodically evaluates such estimates and they are adjusted prospectively based upon such periodic evaluation.

10


Table of ContentsContents

(d)Concentration of Credit Risk
Financial instruments that potentially expose the Company to a concentration of credit risk consist primarily of cash, cash equivalents, marketable securities restricted cash and accounts receivable. The Company maintains cash, cash equivalents and marketable securities and restricted cash with financial institutions that management believes are financially sound and have minimal credit risk exposure although the balances will exceed insured limits.
The Company sells its services to a wide variety of customers. If the financial condition or results of operations of any significant customers deterioratedeteriorates substantially, operating results could be adversely affected. To reduce credit risk, management performs ongoing credit evaluations of the financial condition of significant customers. The Company does not require collateral from its credit customers and maintains reserves for estimated credit losses on customer accounts when considered necessary. Actual credit losses may differ from the Company’s estimates. During the three and six months ended June 30, 20192020 and 2018, respectively, there was2019, no customer organization that accounted for more than 10% of the Company’s total revenue.
As of June 30, 2019,2020, and December 31, 2018,2019, no customer organization represented more than 10% of the Company’s gross accounts receivable.
(e)Deferred Revenue and Customer DepositsSignificant Accounting Policies

Deferred revenue is recorded when cash payments are receivedThere have been no changes to the Company's significant accounting policies as described in advance of future usage on non-cancelable contracts. Customer refundable prepayments are recorded as customer deposits. During the three and six months ended June 30, 2019, the Company recognized $4.7 million and $15.4 million of revenue, respectively, and during the three and six months ended June 30, 2018, the Company recognized $3.6 million and $7.2 million of revenue, respectively, that was included in the deferred revenue and customer deposits balance as of the beginning of the year.its Annual Report.
(f)Deferred Sales Commissions

The Company records an asset for the incremental costs of obtaining a contract with a customer, for example, sales commissions that are earned upon execution of contracts. The Company uses the portfolio of data method to determine the estimated period of benefit of capitalized commissions which is determined to be five years. Amortization expense related to these capitalized costs related to initial contracts, upsells and renewals, is recognized on a straight line basis over the estimated period of benefit of the capitalized commissions. Total net capitalized costs as of June 30, 2019, and December 31, 2018, were $17.5 million and $9.4 million, respectively, and are included in prepaid expenses and other current and long‑term assetsAccounting Guidance Adopted in the accompanying condensed consolidated balance sheets. Amortization of these assets was $0.9 million and $1.6 million in the three and six months ended June 30, 2019, respectively, and $0.3 million and $0.5 million in the three and six months ended June 30, 2018, respectively, and is included in sales and marketing expense in the accompanying condensed consolidated statements of operations.
(g)     Recently Adopted Accounting Guidance

Quarter
In February 2016,December 2019, the Financial Accounting Standards Board (“FASB”("FASB") issued ASU 2016-02,Accounting Standards Update ("ASU") 2019-12, "Leases (Topic 842)Simplifying the Accounting for Income Taxes,", which was further clarified in July 2018simplifies the accounting for income taxes by ASU 2018‑10, “Codification Improvements to Topic 842, Leases”, and ASU 2018‑11, “Leases-Targeted Improvements”. ASU 2018-10 provides narrow amendments to clarify how to applyremoving certain aspects of the new lease standard. ASU 2018-11 addresses implementation issues relatedexceptions to the new lease standard.general principles for income taxes. The standard is effective for interim and annual reporting periods beginning after December 15, 2018. Under the new standard, lessees are required to recognize in the balance sheet the right-of-use ("ROU") assets and lease liabilities that arise from operating leases. The Company adopted the standard using the optional alternative method on a prospective basis with an effective date as of the beginning of the Company’s fiscal year, January 1, 2019, and applied it to the operating leases that existed on that date. Prior year comparative financial information was not recast under the new standard and continues to be presented under ASC 840. The Company elected to utilize the package of practical expedients available for expired or existing contracts which allowed the Company to carryforward historical assessments of (a) whether contracts are or contain leases, (b) lease classification, and (c) initial direct costs. The Company elected the use of hindsight practical expedient in determining the lease term and assessing the likelihood that lease renewal, termination or purchase option will be exercised. The Company also elected to apply the short-term lease exception for all leases. Under the short-term lease exception, the Company will not recognize ROU assets or lease liabilities for leases that, at the acquisition date, have a remaining lease term of 12 months or less.

As a result of implementing this guidance, the Company recognized a $123.5 million net operating ROU asset and a $132.0 million operating lease liability in its condensed consolidated balance sheet as of January 1, 2019. The ROU asset was presented net of deferred rent of $9.0 million as of January 1, 2019, in the accompanying condensed consolidated balance sheet

11



and as a change within operating cash flows. In addition, on February 1, 2019, the Company acquired through its business combination with SendGrid approximately $33.7 million in operating ROU assets, $32.6 million in operating lease liability, $14.2 million in finance ROU assets and $13.6 million in finance lease liability.

The Company measured the lease liability at the present value of the future lease payments as of January 1, 2019. The Company used its incremental borrowing rate to discount the lease payments. The Company derived the discount rate, adjusted for differences in the term and payment patterns, from the information available at the adoption date. The right-of-use asset is valued at the amount of the lease liability adjusted for the remaining December 31, 2018, balance of unamortized lease incentives, prepaid rent and deferred rent. The lease liability is subsequently measured at the present value of unpaid future lease payments as of the reporting date with a corresponding adjustment to the right-of-use asset. Absent a lease modification, the Company will continue to utilize the January 1, 2019, incremental borrowing rate.

The Company recognizes lease costs on a straight-line basis and presents these costs as operating expenses within the consolidated statements of operations and comprehensive loss. The Company presents lease payments within the cash flows from operations within the consolidated statements of cash flows.

The financial results for the three and six months ended June 30, 2019, are presented under the new standard, while the comparative periods presented are not adjusted and continue to be reported in accordance with the Company’s historical accounting policy.
See Note 5, “Right-of-use Assets and Lease Liabilities” for further information.
In March 2019, the FASB issued ASU 2019-01, “Codification Improvements” to Leases (Topic 842). This pronouncement did not have a material impact on the Company's financial statements.

In August 2018, the FASB issued ASU 2018‑13, “Fair Value Measurement (Topic 820) Disclosure Framework-Changes to the Disclosure Requirements for Fair Value Measurement”. The amendments under ASU 2018‑13 remove, add and modify certain disclosure requirements on fair value measurements in ASC 820. The amendments are effective for interim and annual periods beginning after December 15, 2019.2020, with early adoption permitted. The Company elected to early adoptedadopt this guidance effective April 1, 2019. 2020. The adoption of this guidance did not have a material impact on the Company’s consolidated financial statements.

In July 2018, the FASB issued ASU 2018-09, "Codification Improvements ", which does not prescribe any new accounting guidance, but instead makes minor improvements and clarifications of several topics. Certain updates are applicable immediately while others provide for a transition period to adopt as part of the next fiscal year beginning after December 15, 2018. The Company adopted this guidance effective April 1, 2019. The adoptions of this guidance did not have a material impact on the Company's consolidated financial statements.

In January 2017, the FASB issued ASU 2017‑04, “Simplifying the Test for Goodwill Impairment”, which removes the second step of the goodwill impairment test that requires a hypothetical purchase price allocation. A goodwill impairment will now be the amount by which a reporting unit’s carrying value exceeds its fair value, not to exceed the carrying amount of goodwill. This guidance is effective prospectively for interim and annual reporting periods beginning after December 15, 2019. The Company early adopted this guidance effective April 1, 2019. The adoption of this guidance did not have a material impact on the Company’s consolidated financial statements.

(h)Recently Issued Accounting Guidance, Not yet Adopted
In August 2018, the FASB issued ASU 2018‑15, “Intangibles—Goodwill and Other—Internal‑Use Software (Subtopic 350‑40): Customer’s Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That is a Service Contract”. This standard aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal‑use software. The standard is effective for interim and annual periods beginning after December 15, 2019, with early adoption permitted. The Company is currently evaluating the impact of the adoption of this standard on its consolidated financial statements.
In June 2016, the FASB issued ASU 2016‑13, “Financial Instruments—Credit Losses: Measurement of Credit Losses on Financial Instruments”, which changes the impairment model for most financial assets. The new model uses a forward‑looking expected loss method, which will generally result in earlier recognition of allowances for losses. In November 2018, the FASB issued ASU 2018‑19, “Codification Improvements to Topic 326, Financial Instruments—Credit

12



Losses”, which clarifies that receivables arising from operating leases are not within the scope of Topic 326, Financial Instruments—Credit Losses. Instead, impairment of receivables arising from operating leases should be accounted for in accordance with Topic 842, Leases. In April 2019, the FASB issued ASU 2019-04, "Codification  Improvements to Topic 326, Financial Instruments—Credit Losses, Topic 815, Derivatives and Hedging, and Topic 825, Financial Instruments," which clarifies treatment of certain credit losses. In May 2019, the FASB issued ASU 2019-05, "Financial Instruments — Credit Losses (Topic 326): Targeted Transition Relief", which permits an entity, upon adoption of ASU 2016-13, to irrevocably elect the fair value option (on an instrument-by-instrument basis) for eligible financial assets measured at amortized cost basis. These ASUs are effective for annual and interim periods beginning after December 15, 2019, and early adoption is permitted. The Company is evaluating the impact of this guidance on its consolidated financial statements.

3. Fair Value Measurements
Financial Assets
The following tables provide the financial assets measured at fair value on a recurring basis as of June 30, 2019, and December 31, 2018, (in thousands):basis:

Amortized
Cost or
Carrying
Value
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair Value Hierarchy as of June 30, 2020Aggregate
Fair Value
Level 1Level 2Level 3
Financial Assets:(In thousands)
Cash and cash equivalents:
Money market funds$362,357  $—  $—  $362,357  $—  $—  $362,357  
Commercial paper7,499  ���  —  —  7,499  —  7,499  
Total included in cash and cash equivalents369,856  —  —  362,357  7,499  —  369,856  
Marketable securities:
U.S. Treasury securities169,738  1,111  —  170,849  —  —  170,849  
Corporate debt securities and commercial paper1,244,662  12,490  (382) 13,000  1,243,770  —  1,256,770  
Total marketable securities1,414,400  13,601  (382) 183,849  1,243,770  —  1,427,619  
Strategic investments7,718  —  —  —  —  7,718  7,718  
Total financial assets$1,791,974  $13,601  $(382) $546,206  $1,251,269  $7,718  $1,805,193  
11
  
Amortized
Cost or
Carrying
Value
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
Less Than
12 Months
 
Gross
Unrealized
Losses More
Than
12 Months
 Fair Value Hierarchy as of
June 30, 2019
 
Aggregate
Fair Value
Level 1 Level 2 Level 3
Financial Assets:                
Cash and cash equivalents:                
Money market funds $275,838
 $
 $
 $
 $275,838
 $
 $
 $275,838
Reverse repurchase agreements 75,000
 
 
 
 
 75,000
 
 75,000
Commercial paper 114,471
 
 
 
   114,471
   114,471
Total included in cash and cash equivalents 465,309
 
 
 
 275,838
 189,471
 
 465,309
Marketable securities:                
U.S. Treasury securities 160,374
 238
 (1) 
 160,611
 
 
 160,611
Corporate debt securities and commercial paper 1,183,653
 2,427
 (309) (11) 5,000
 1,180,760
 
 1,185,760
Total marketable securities 1,344,027
 2,665
 (310) (11) 165,611
 1,180,760
 
 1,346,371
Strategic investment 5,000
 
 
 
 
 
 5,000
 5,000
Total financial assets $1,814,336
 $2,665
 $(310) $(11) $441,449
 $1,370,231
 $5,000
 $1,816,680



13



Amortized
Cost or
Carrying
Value
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair Value Hierarchy as of December 31, 2019Aggregate
Fair Value
Level 1Level 2Level 3
Financial Assets:(In thousands)
Cash and cash equivalents:
Money market funds$153,252  $—  $—  $153,252  $—  $—  $153,252  
Reverse repurchase agreements35,800  —  —  —  35,800  —  35,800  
Total included in cash and cash equivalents189,052  —  —  153,252  35,800  —  189,052  
Marketable securities:
U.S. Treasury securities215,847  241  (3) 216,085  —  —  216,085  
Corporate debt securities and commercial paper1,378,487  4,516  (55) 5,000  1,377,948  —  1,382,948  
Total marketable securities1,594,334  4,757  (58) 221,085  1,377,948  —  1,599,033  
Strategic investments5,500  —  —  —  —  5,500  5,500  
Total financial assets$1,788,886  $4,757  $(58) $374,337  $1,413,748  $5,500  $1,793,585  
  Amortized Cost or Carrying Value 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
Less Than
12 Months
 
Gross
Unrealized
Losses More
Than
12 Months
 Fair Value Hierarchy as of
December 31, 2018
 
Aggregate
Fair Value
 Level 1 Level 2 Level 3
Financial Assets:                
Cash and cash equivalents:                
Money market funds $420,234
 $
 $
 $
 $420,234
 $
 $
 $420,234
Reverse repurchase agreements 35,000
 
 
 
 
 35,000
 
 35,000
Commercial paper 9,983
 
 
 
 
 9,983
 
 9,983
Total included in cash and cash equivalents 465,217
 
 
 
 420,234
 44,983
 
 465,217
Marketable securities:                
U.S. Treasury securities 59,785
 
 (7) (9) 59,769
 
 
 59,769
Corporate debt securities and commercial paper 201,683
 23
 (123) (224) 
 201,359
 
 201,359
Total marketable securities 261,468
 23
 (130) (233) 59,769
 201,359
 
 261,128
Total financial assets $726,685
 $23
 $(130) $(233) $480,003
 $246,342
 $
 $726,345

The Company's primary objective when investing excess cash is preservation of capital, hence the Company's marketable securities consist primarily of US Treasury securities, high credit quality corporate debt securities and commercial paper. As the Company views its marketable securities as available to support its current operations, it has classified all available for sale securities as short-term. As of June 30, 2019, and December 31, 2018,2020, for fixed income securities that were in unrealized loss positions, the Company has determined that (i) it does not have the intent to sell any of these investments, and (ii) it is not more likely than not that it will be required to sell any of these investments before recovery of the entire amortized cost basis. In addition, as of June 30, 2019, and December 31, 2018,2020, the Company anticipates that it will recover the entire amortized cost basis of such fixed income securities and has determined that no other-than-temporary impairments associated withbefore maturity.
The Company regularly reviews the changes to the rating of its debt securities by rating agencies as well as reasonably monitors the surrounding economic conditions to assess the risk of expected credit losses. As of June 30, 2020, the risk of expected credit losses were required to be recognized duringwas not significant.
Interest earned on marketable securities was $7.8 million and $16.6 million in the three and six months ended June 30, 20192020, respectively, and 2018.
Interest earned on marketable securities was $2.6 million and $4.1 million in the three and six months ended June 30, 2019, respectively, and $0.7 million and $1.4 million in the three and six months ended June 30, 2018, respectively. The interest is recorded as other expense,income (expenses), net, in the accompanying condensed consolidated statements of operations.
The following table summarizes the contractual maturities of marketable securities as of June 30, 2019, and December 31, 2018, (in thousands):securities:
 As of June 30, 2019 As of December 31, 2018
 
Amortized
Cost
 
Aggregate
Fair Value
 
Amortized
Cost
 
Aggregate
Fair Value
Financial Assets:       
Less than one year$687,642
 $688,388
 $261,468
 $261,128
One to two years656,385
 657,983
 
 
Total$1,344,027
 $1,346,371
 $261,468
 $261,128


As of June 30, 2020As of December 31, 2019
Amortized
Cost
Aggregate
Fair Value
Amortized
Cost
Aggregate
Fair Value
Financial Assets:(In thousands)
Less than one year$827,075  $831,425  $859,996  $861,181  
One to three years587,325  596,194  734,338  737,852  
Total$1,414,400  $1,427,619  $1,594,334  $1,599,033  
The Company enters into reverse securities repurchase agreements, primarily for short-termholds strategic investments with maturitiesa fair value of 90 days or less. As$7.7 million in debt and equity securities of June 30, 2019, and December 31, 2018, the Company was party to reverse repurchase agreements totaling $75.0 million and $35.0 million, respectively, which were reported in cash and equivalents in the accompanying condensed consolidated balance sheets. Under these reverse securities repurchase agreements, the Company typically lends available cash at a specified rate of interest and holds U.S. government securities as collateral during the term of the agreement. Collateral value is in excess of the amounts loaned under these agreements.

14



In May 2019, the Company made a strategic investment of $5.0 million into a privately held debt securitycompanies in which the Company does not have a controlling interest or significant influence. The security and the bifurcated embedded derivativesThese securities are recorded at fair value inas other long-term assets in the accompanying condensed consolidated balance sheet. Changes in fair value of the host contract will be recorded in the accumulated other comprehensive income in the Company's consolidated balance sheet, and changes in fair value of the bifurcated derivatives will be recorded in the consolidated statement of operations.sheets. The Company classifies its privately held debt securitystrategic investments as a Level 3 investment within the fair value hierarchy based on the nature of the fair value inputs. No impairment was recognized forinputs and judgment involved in the three months ended June 30, 2019.valuation process.
Financial Liabilities
As of June June��30, 2019,2020, and December 31, 2018,2019, the fair value of the 0.25% convertible senior notes due 2023 (the “Notes”), as further described in Note 9 below,8, was approximately $1,116.2$1,718.2 million and $743.4$841.3 million, respectively. The fair value of the Notes is determined based on the closing price on the last trading day of the reporting period and is classified as a Level 2 security within the fair value hierarchy.
As
12


4. Property and Equipment
Property and equipment consisted of the following (in thousands):following:
As ofAs of
June 30,December 31,
20202019
(In thousands)
Capitalized internal-use software development costs$122,673  $100,155  
Data center equipment (1)
27,473  22,009  
Leasehold improvements65,846  55,886  
Office equipment29,553  25,083  
Furniture and fixtures (1)
10,519  10,095  
Software9,909  9,176  
Total property and equipment265,973  222,404  
Less: accumulated depreciation and amortization(104,560) (81,148) 
Total property and equipment, net$161,413  $141,256  
____________________
(1) Data center equipment and furniture and fixtures contain assets under finance leases. See Note 5 for further detail.
  As of
June 30,
2019
 As of
December 31,
2018
Capitalized internal-use software development costs $85,145
 $72,647
Data center equipment (1)
 14,795
 
Leasehold improvements 33,305
 15,293
Office equipment 20,715
 13,563
Furniture and fixtures (1)
 7,273
 4,918
Software 6,073
 1,849
Total property and equipment 167,306
 108,270
Less: accumulated depreciation and amortization (60,826) (44,736)
Total property and equipment, net $106,480
 $63,534
_______________
(1)
Data center equipment and furniture and fixtures contain assets under finance leases. See Note 5 for further detail.
Depreciation and amortization expense was $11.9 million and $23.9 million for the three and six months ended June 30, 2020, respectively, and $9.1 million and $16.7 million for the three and six months ended June 30, 2019, respectively, and $4.3 million and $8.5 million for the three and six months ended June 30, 2018, respectively.
The Company capitalized $6.7$12.6 million and $13.7$24.6 million in internal-use software development costs in the three and six months ended June 30, 2019,2020, respectively, and $6.7 million and $13.1$13.7 million in the three and six months ended June 30, 2018,2019, respectively. Of this amount, stock-based compensation expense was $3.6 million and $7.0 million in the three and six months ended June 30, 2020, respectively, and $1.6 million and $3.2 million in the three and six months ended June 30, 2019, respectively, and $1.5respectively. Amortization of capitalized software development costs was $4.4 million and $2.9$9.0 million in the three and six months ended June 30, 2018, respectively.
Amortization of capitalized software development costs was2020, respectively, and $4.3 million and $8.1 million in the three and six months ended June 30, 2019, respectively, and $3.0 million and $5.7 million in the three and six months ended June 30, 2018, respectively.

5. Right-of-Use Asset and Lease Liabilities
The Company determines if an arrangement is a lease at inception. The Company presents the operating leases in long-term assets and current and long-term liabilities. Finance lease assets are included in property and equipment, net, and

15



finance lease liabilities are presented in current and long-term liabilities in the accompanying condensed consolidated balance sheet as of June 30, 2019.sheets.
Right-of-use ("ROU") assets represent the Company’s right to use an underlying asset for the lease term and lease liabilities represent the Company’s obligation to make lease payments arising from the lease. Operating lease ROU assets and liabilities are recognized at commencement date based on the present value of lease payments over the lease term. As the Company’s leases do not generally provide an implicit rate, the Company uses its incremental borrowing rate based on the information available at commencement date in determining the present value of lease payments. The Company’s lease agreements may have lease and non-lease components, which the Company generally accounts for as a single lease component. The Company’sWhen estimating the lease terms may includeterm, the Company includes options to extend or terminate the lease when it is reasonably certain that the Companysuch options will exercise that option.be exercised. Lease expense for lease payments is recognized on a straight-line basis over the lease term and variable payments are recognized in the period they are incurred. The Company’s lease agreements do not contain any residual value guarantees. Leases with an initial term of 12 months or less are not recorded on the balance sheet.
The Company has entered into various operating lease agreements for data centers and office space, and various financing leases agreements for data center and office equipment and furniture.
As of June 30, 2019,2020, the Company had 1922 leased properties with remaining lease terms offrom less than one year to 10nine years, some of which include options to extend the leases for up to five5.0 years.
13

The components of the lease expense recorded in the accompanying condensed consolidated statementstatements of operations were as follows (in thousands):follows:

 Three Months Ended June 30, 2019 Six Months Ended June 30, 2019
Operating lease cost $8,273
 $15,446
Finance lease cost: 
  
   Amortization of assets 1,526
 2,689
   Interest on lease liabilities 189
 337
Short-term lease cost 1,905
 3,340
Variable lease cost 1,080
 1,567
Total net lease cost $12,973
 $23,379

Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Operating lease cost$12,497  $8,273  $22,921  $15,446  
Finance lease cost:
   Amortization of assets1,830  1,526  3,734  2,689  
   Interest on lease liabilities194  189  392  337  
Short-term lease cost1,091  1,905  2,503  3,340  
Variable lease cost1,884  1,080  3,180  1,567  
Total net lease cost$17,496  $12,973  $32,730  $23,379  
Supplemental balance sheet information related to leases was as follows (in thousands):follows:
As ofAs of
June 30,December 31,
LeasesClassification20202019
Assets:(In thousands)
Operating lease assets
Operating right-of-use asset, net of accumulated amortization (1)
$196,647  $156,741  
Finance lease assets
Property and equipment, net of accumulated depreciation (2)
16,333  14,770  
Total leased assets$212,980  $171,511  
Liabilities:
Current
   OperatingOperating lease liability, current$35,287  $27,156  
   FinanceFinancing lease liability, current7,134  6,924  
Noncurrent
   OperatingOperating lease liability, noncurrent172,408  139,200  
   FinanceFinance lease liability, noncurrent10,116  8,746  
Total lease liabilities$224,945  $182,026  
____________________
(1) Operating lease assets are recorded net of accumulated amortization of $41.0 million and $23.2 million as of June 30, 2020 and December 31, 2019, respectively.
(2) Finance lease assets are recorded net of accumulated depreciation of $9.7 million and $6.0 million as of June 30, 2020 and December 31, 2019, respectively.
14
Leases Classification As of
June 30,
2019
Assets: 
 
Operating lease assets Operating right-of-use asset (a) $151,946
Finance lease assets Property and equipment, net of accumulated depreciation (b) 12,970
Total leased assets 
 $164,916

 
  
Liabilities: 
  
Current 
  
   Operating Operating lease liability, current $21,858
   Finance Financing lease liability, current 5,920
Noncurrent 
  
   Operating Operating lease liability, noncurrent 138,819
   Finance Finance lease liability, noncurrent 7,752
Total lease liabilities 
 $174,349
(a)Operating lease assets are recorded net of accumulated amortization of $10.8 million as of June 30, 2019.
(b)Finance lease assets are recorded net of accumulated depreciation of $2.7 million as of June 30, 2019.

16



Supplemental cash flow and other information related to leases was as follows (in thousands):follows:

 Six Months Ended June 30, 2019
Cash paid for amounts included in the measurement of lease liabilities: 
Operating cash flows from operating leases $12,145
Operating cash flows from finance leases $337
Financing cash flows from finance leases $2,463

 
Weighted average remaining lease term (in years): 
Operating leases 6.8
Finance leases 3.1

 
Weighted average discount rate: 
Operating leases 5.8%
Finance leases 5.2%

Six Months Ended
June 30,
20202019
Cash paid for amounts included in the measurement of lease liabilities:(In thousands)
Operating cash flows used in operating leases$22,199  $12,145  
Operating cash flows used in finance leases (interest)$392  $337  
Financing cash flows used in finance leases$3,718  $2,463  
Weighted average remaining lease term (in years):
Operating leases5.86.8
Finance leases3.23.1
Weighted average discount rate:
Operating leases5.4 %5.8 %
Finance leases4.8 %5.2 %
MaturitiesMaturities of lease liabilities were as follows (in thousands):follows:
As of June 30, 2020
Operating
Leases
Finance
Leases
Year ended December 31,(In thousands)
2020 (remaining six months)$21,421  $4,267  
202143,868  6,000  
202244,978  3,677  
202339,553  2,930  
202433,544  957  
Thereafter59,893  833  
Total lease payments243,257  18,664  
Less: imputed interest(35,562) (1,414) 
Total lease obligations207,695  17,250  
Less: current obligations(35,287) (7,134) 
Long-term lease obligations$172,408  $10,116  
As of June 30, 2020, the Company had no additional operating or finance leases with future commencement dates.
15

6. Intangible Assets
Intangible assets consisted of the following:

 As of June 30, 2019

 Operating
Leases
 Finance
Leases
2019 (remaining six months) $14,523
 $3,278
2020 30,523
 6,015
2021 28,791
 3,130
2022 28,249
 807
2023 27,762
 413
Thereafter 68,106
 1,316
Total lease payments 197,954
 14,959
Less: imputed interest (37,277) (1,287)
Total lease obligations 160,677
 13,672
Less: current obligations (21,858) (5,920)
Long-term lease obligations $138,819
 $7,752
As of June 30, 2020
GrossAccumulated
Amortization
Net
Amortizable intangible assets:(In thousands)
Developed technology$334,599  $(79,593) $255,006  
Customer relationships185,594  (40,214) 145,380  
Supplier relationships4,356  (2,343) 2,013  
Trade names20,060  (5,727) 14,333  
Patent3,104  (312) 2,792  
Total amortizable intangible assets547,713  (128,189) 419,524  
Non-amortizable intangible assets:
Telecommunication licenses4,920  —  4,920  
Trademarks and other295  —  295  
Total$552,928  $(128,189) $424,739  

Disclosures related to periods prior to adoption of the New Lease Standard
As of December 31, 2019
GrossAccumulated
Amortization
Net
Amortizable intangible assets:(In thousands)
Developed technology$333,980  $(55,390) $278,590  
Customer relationships182,339  (26,347) 155,992  
Supplier relationships4,356  (1,532) 2,824  
Trade name20,060  (3,727) 16,333  
Patent2,707  (262) 2,445  
Total amortizable intangible assets543,442  (87,258) 456,184  
Non-amortizable intangible assets:
Telecommunication licenses4,370  —  4,370  
Trademarks and other295  —  295  
Total$548,107  $(87,258) $460,849  
RentAmortization expense was $2.1$20.6 million and $4.2$40.9 million infor the three and six months ended June 30, 2018, respectively.
As of June 30, 2019, the Company had an additional operating lease obligation of $1.8 million related to a lease that will commence during third quarter 2019 with a lease term of 2.0 years. The Company had additional operating2020, respectively, and finance lease obligations of $43.6 million and $0.7 million, respectively, related to a lease that will commence during the second quarter of fiscal year 2020 with a lease term of 6.8 years.

17



Future minimum lease payment obligations under noncancelable operating and finance leases were as follows (in thousands):

 As of December 31, 2018

 Operating
Leases
 Finance
Leases
2019 $24,128
 $306
2020 29,527
 512
2021 30,898
 573
2022 30,492
 590
2023 30,122
 608
Thereafter 81,316
 1,939
Total lease payments $226,483
 $4,528



6. Business Combinations
Fiscal 2019 Acquisitions
Capio, Inc.
In June 2019, the Company acquired all outstanding shares of Capio, Inc. ("Capio"), a developer and provider of an automatic speech recognition technology based in Sunnyvale, California, for a total purchase price of $14.4 million, paid in cash, of which $4.0 million was withheld by the Company for a period of 18 months and an additional $0.2 million was withheld for certain tax liabilities to be settled in the near term. These amounts are recorded in the long-term and short-term liabilities, respectively, in the accompanying condensed consolidated balance sheet as of June 30, 2019.

Additionally, the Company granted 43,556 restricted stock units of the Company's Class A common stock to former Capio stockholders that had a value of $5.9 million and are subject to vesting over a period of three years. The Company is recording stock-based compensation expense as the shares vest.

The acquisition was accounted for as a business combination and the total purchase price was allocated to the net tangible and intangible assets and liabilities based on their fair values on the acquisition date and the excess was recorded as goodwill. The acquired entity's results of operations have been included in the consolidated financial statements of the Company from the date of acquisition.

The following table presents the preliminary purchase price allocation recorded in the Company's condensed consolidated balance sheet as of June 30, 2019, (in thousands):
  Total
Net tangible liabilities assumed $(542)
Intangible assets (1)
 7,610
Goodwill (2)
 7,343
Total purchase price $14,411
_________________
(1) Identifiable finite-lived intangible assets were comprised of the following (in thousands):
  Total Estimated life
(in years)
Developed technology and software $6,390
 6
Customer relationships 1,220
 4
Total intangible assets acquired $7,610
  

(2) The goodwill is primarily attributable to the future cash flows to be realized from the acquired technology. The goodwill is not deductible for U.S. tax purposes.

18



The Company acquired a net deferred tax liability of $0.8 million in this business combination that is included in the long-term liabilities in the accompanying condensed consolidated balance sheet.
The estimated fair value of the intangible assets acquired was determined by the Company, and the Company considered and relied in part upon a valuation report of a third-party expert. The Company used an income approach to estimate the fair values of the identifiable intangible assets.
The Company incurred costs related to this acquisition of $0.8 million that were expensed as incurred and recorded in general and administrative expenses in the accompanying condensed consolidated statement of operation.
Pro forma results of operations for this acquisition are not presented as the financial impact to the Company's consolidated financial statements is immaterial.

SendGrid, Inc.
In February 2019, the Company acquired all outstanding shares of SendGrid, Inc. ("SendGrid"), the leading email API platform, by issuing 23.6 million shares of its Class A common stock with a total value of $2,658.9 million . The Company also assumed all of the outstanding stock options and restricted stock units of SendGrid as converted into stock options and restricted stock units, respectively, of the Company based on the conversion ratio provided in the Agreement and Plan of Merger and Reorganization, as amended (the "Merger Agreement").
The acquisition added additional products and services to the Company's offerings for its customers. With these additional products, the Company now offers an Email API and Marketing Campaigns product leveraging the Email API. The acquisition has also added new customers, new employees, technology and intellectual property assets.
The acquisition was accounted for as a business combination and the total purchase price was allocated to the net tangible and intangible assets and liabilities based on their fair values on the acquisition date and the excess was recorded as goodwill. The values assigned to the assets acquired and liabilities assumed are based on preliminary estimates of fair value available as of the date of this Quarterly Report on Form 10-Q and may be adjusted during the measurement period of up to 12 months from the date of acquisition as further information becomes available. In the three months ended June 30, 2019, the Company recorded a measurement period adjustment of $7.1 million to reduce its preliminary purchase price related to the value of the pre-combination services reflected in the assumed equity awards, and $7.0 million to reallocate value between the acquired intangible assets and goodwill. Both adjustments were recorded as a result of further refinement of the assumptions used in the process of valuation of these assets.
As of June 30, 2019, the primary areas that are still not finalized due to information that may become available and may result in further changes in the values assigned to various assets and liabilities include purchase consideration and purchase price, including related tax impact, and valuation of tangible and intangible assets.
The adjusted purchase price of $2,843.4 million reflects the $2,658.9 million fair value of 23.6 million shares of the Company's Class A common stock transferred as consideration for all outstanding shares of SendGrid, and the $184.5 million fair value of the pre-combination services of SendGrid employees reflected in the equity awards assumed by the Company on the acquisition date.
The fair value of the 23.6 million shares transferred as consideration was determined on the basis of the closing market price of the Company's Class A common stock on the acquisition date. The fair value of the equity awards was determined (a) for options, by using a Black-Scholes option pricing model with the applicable assumptions as of the acquisition date, and (b) for restricted stock units, by using the closing market price of the Company's Class A common stock on the acquisition date.
The unvested stock awards assumed on the acquisition date will continue to vest as the SendGrid employees provide services in the post acquisition period. The fair value of these awards will be recorded as share-based compensation expense over the respective vesting period of each award.
The purchase price components, as adjusted, are summarized in the following table (in thousands):

19



  Total
Fair value of Class A common stock transferred $2,658,898
Fair value of the pre-combination service through equity awards 184,494
Total purchase price, as adjusted $2,843,392

The following table presents the preliminary purchase price allocation, as adjusted, recorded in the Company's condensed consolidated balance sheet as of June 30, 2019 (in thousands). The Company expects to continue to obtain information to assist it in determining the fair values of the net assets acquired on the acquisition date during the measurement period:
  Total
Cash and cash equivalents $156,783
Accounts receivable and other current assets 11,636
Property and equipment, net 38,350
Operating right of use asset 33,742
Intangible assets 483,000
Other assets 1,664
Goodwill 2,238,070
Accounts payable and other liabilities (11,115)
Operating lease liability (32,568)
Financing lease liability (13,616)
Note payable (5,387)
Deferred tax liability (57,167)
Total purchase price $2,843,392
The Company acquired a net deferred tax liability of $57.2 million in this business combination that is included in long-term liabilities in the accompanying condensed consolidated balance sheet. This amount was offset by a release of a valuation allowance on deferred tax assets of $48.6 million.
Identifiable intangible assets are comprised of the following (in thousands):
  Total Estimated life
(in years)
Developed technology and software $294,000
 7
Customer relationships 169,000
 7
Trade names 20,000
 5
Total intangible assets acquired $483,000
  

Developed technology consists of software products and domain knowledge around email delivery developed by SendGrid, which enables the delivery of email reliably and at scale. Customer relationships consists of contracts with platform users that purchase SendGrid’s products and services that carry distinct value. Trade names represent the Company’s right to the SendGrid trade names and associated design, as it exists as of the acquisition closing date.
The goodwill is primarily attributable to the future cash flows to be realized from the acquired platform technology, acquired intangibles, assembled workforce and operational synergies. Goodwill is not deductible for tax purposes.
The estimated fair value of the intangible assets acquired was determined by the Company, and the Company considered or relied in part upon a valuation report of a third‑party expert. The Company used an income approach to estimate the fair values of the developed technology, an incremental income approach to estimate the value of the customer relationships and a relief from royalty method to estimate the fair value of the trade name.


20



Net tangible assets were valued at their respective carrying amounts as of the acquisition date, as the Company believes that these amounts approximate their current fair values.
The acquired entity's results of operations were included in the Company's condensed consolidated financial statements from the date of acquisition, February 1, 2019. For the three and six months ended June 30, 2019, SendGrid contributed net operating revenue of $45.9 million and $74.5 million, respectively, which is reflected in the accompanying condensed consolidated statement of operations. Due to the integrated nature of the Company's operations, the Company believes that it is not practicable to separately identify earnings of SendGrid on a stand-alone basis.
During the three and six months ended June 30, 2019, the Company incurred costs related to this acquisition of $0.5 million and $12.9 million, respectively, that were expensed as incurred and recorded in general and administrative expenses in the accompanying condensed consolidated statement of operations.
The following pro forma condensed combined financial information gives effect to the acquisition of SendGrid as if it were consummated on January 1, 2018 (the beginning of the comparable prior reporting period), and includes pro forma adjustments related to the amortization of acquired intangible assets, share-based compensation expense and direct and incremental transaction costs reflected in the historical financial statements. Specifically, the following adjustments were made:
For the three and six months ended June 30, 2019, the Company's and SendGrid's direct and incremental transaction costs of $0.5 million and $39.9 million, respectively, are excluded from pro forma condensed combined net loss.
For the three and six months ended June 30, 2018, the Company's direct and incremental transaction costs of $0.5 million and $12.9 million, respectively, are included in the pro forma condensed combined net loss.
In the three months ended June 30, 2019, the pro forma condensed combined net loss includes an increase to the valuation allowance of $0.6 million. In the six months ended June 30, 2019, the pro forma condensed combined net loss includes a reversal of the valuation allowance release of $48.6 million.
In the three and six months ended June 30, 2018, the pro forma condensed combined net loss includes a tax expense of $2.6 million and a tax benefit of $53.5 million, respectively, that would have resulted from the acquisition.
This data is presented for informational purposes only and is not intended to represent or be indicative of the results of operations that would have been reported had the acquisition occurred on January 1, 2018. It should not be taken as representative of future results of operations of the combined company.
The following table presents the pro forma condensed combined financial information (in thousands):
  Three Months Ended June 30, Six Months Ended June 30,
  2019 2018 2019 2018
Revenue $275,039
 $183,429
 $521,924
 $345,114
Net loss attributable to common stockholders $(82,880) $(53,858) $(155,840) $(73,339)



7. Goodwill and Intangible Assets
Goodwill
Goodwill balance as of June 30, 2019, and December 31, 2018, was as follows (in thousands):
  Total
Balance as of December 31, 2018 $38,165
Goodwill additions related to 2019 acquisitions 2,246,398
Measurement period adjustments (985)
Balance as of June 30, 2019 $2,283,578



21



Intangible assets
Intangible assets consisted of the following (in thousands):
  As of
June 30, 2019
  Gross Accumulated
Amortization
 Net
Amortizable intangible assets:      
Developed technology $328,598
 $(30,581) $298,017
Customer relationships 178,374
 (13,280) 165,094
Supplier relationships 2,696
 (1,240) 1,456
Trade names 20,060
 (1,727) 18,333
Patent 2,439
 (224) 2,215
Total amortizable intangible assets 532,167
 (47,052) 485,115
Non-amortizable intangible assets:      
Domain names 32
 
 32
Trademarks 263
 
 263
Total $532,462
 $(47,052) $485,410

  As of
December 31, 2018
  Gross Accumulated
Amortization
 Net
Amortizable intangible assets:      
Developed technology $28,209
 $(10,497) $17,712
Customer relationships 8,153
 (2,411) 5,742
Supplier relationships 2,696
 (973) 1,723
Trade name 60
 (60) 
Patent 2,264
 (178) 2,086
Total amortizable intangible assets 41,382
 (14,119) 27,263
Non-amortizable intangible assets:      
Domain names 32
 
 32
Trademarks 263
 
 263
Total $41,677
 $(14,119) $27,558

Amortization expense was $19.3 million and $32.9 million for the three and six months ended June 30, 2019, respectively, and $1.4 million and $2.8 million for the three and six months ended June 30, 2018, respectively.
16

Total estimated future amortization expense wasis as follows (in thousands):follows:
As of
June 30,
2020
Year Ended December 31,(In thousands)
2020 (remaining six months)$40,376  
202180,488  
202277,872  
202374,590  
202469,311  
Thereafter76,887  
Total$419,524  
  As of
June 30,
2019
2019 (remaining six months) $39,878
2020 77,882
2021 76,371
2022 74,976
2023 72,786
Thereafter 143,222
Total $485,115


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8.7. Accrued Expenses and Other Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):following:
  As of
June 30,
2019
 As of
December 31,
2018
Accrued payroll and related $15,717
 $9,886
Accrued bonus and commission 8,974
 8,564
Accrued cost of revenue 34,523
 29,901
Sales and other taxes payable 27,499
 23,631
ESPP contributions 4,004
 2,672
Deferred rent 
 1,418
VAT liability 2,528
 2,217
Acquisition holdback 2,240
 
Accrued other expense 22,140
 18,054
Total accrued expenses and other current liabilities $117,625
 $96,343

As ofAs of
June 30,December 31,
20202019
(In thousands)
Accrued payroll and related$30,766  $20,462  
Accrued bonus and commission23,083  12,898  
Accrued cost of revenue62,510  47,563  
Sales and other taxes payable41,161  33,430  
ESPP contributions4,195  4,023  
Accrued other expense35,588  29,305  
Total accrued expenses and other current liabilities$197,303  $147,681  
Other long-term liabilities consisted of the following (in thousands):following:
As ofAs of
June 30,December 31,
20202019
(In thousands)
Deferred tax liability$6,622  $7,535  
Accrued other expenses12,922  10,212  
Total other long-term liabilities$19,544  $17,747  
  As of
June 30,
2019
 As of
December 31,
2018
Deferred rent $
 $7,569
Deferred tax liability 9,077
 5,181
Acquisition holdback 4,280
 2,290
Capital lease obligation 
 2,170
Accrued other expense 2,122
 959
Total other long-term liabilities $15,479
 $18,169

9.8. Notes Payable
(a) Convertible Senior Notes and Capped Call Transactions
In May 2018, the Company issued $550.0 million aggregate principal amount of 0.25% convertible senior notes due 2023 in a private placement, including $75.0 million aggregate principal amount of such Notes pursuant to the exercise in full of the over-allotment options of the initial purchasers (collectively, the “Notes”). The interest on the Notes is payable semi-annually in arrears on June 1 and December 1 of each year, beginning on December 1, 2018.
The Notes may bear special interest under specified circumstances relating to the Company’s failure to comply with its reporting obligations under the indenture relating to the issuance of Notes (the “indenture”) or if the Notes are not freely
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tradeable as required by the indenture. The Notes will mature on June 1, 2023, unless earlier repurchased or redeemed by the Company or converted pursuant to their terms. The total net proceeds from the debt offering, after deducting initial purchaser discounts and debt issuance costs paid or payable by us were approximately $537.0 million.
Each $1,000 principal amount of the Notes is initially convertible into 14.104014.104 shares of the Company’s Class A common stock par value $0.001, which is equivalent to an initial conversion price of approximately $70.90 per share. The conversion rate is subject to adjustment upon the occurrence of certain specified events but will not be adjusted for any accrued and unpaid special interest. In addition, upon the occurrence of a make-whole fundamental change, as defined in the indenture, the Company will, in certain circumstances, increase the conversion rate by a number of additional shares for a holder that elects to convert its Notes in connection with such make-whole fundamental change or during the relevant redemption period.
Prior to the close of business on the business day immediately preceding March 1, 2023, the Notes may be convertible at the option of the holders only under the following circumstances:
(1) during any calendar quarter commencing after September 30, 2018, and only during such calendar quarter, if the last reported sale price of the Class A common stock for at least 20 trading days (whether or not consecutive) in a

23



period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is more than or equal to 130% of the conversion price on each applicable trading day;
(2) during the five5 business days period after any five5 consecutive trading day period in which, for each trading day of that period, the trading price per $1,000 principal amount of Notes for such trading day was less than 98% of the product of the last reported sale price of the Class A common stock and the conversion rate on each such trading day;
(3) upon the Company’s notice that it is redeeming any or all of the Notes; or
(4) upon the occurrence of specified corporate events.
On or after March 1, 2023, until the close of business on the second scheduled trading day immediately preceding the maturity date, holders of the Notes may, at their option, convert all or a portion of their Notes regardless of the foregoing conditions.
Upon conversion, the Company will pay or deliver, as the case may be, cash, shares of Class A common stock, or a combination of cash and shares of Class A Common Stock,common stock, at the Company’s election.  It is the Company’s current intent to settle the principal amount of the Notes with cash.
During the three months ended June 30, 2019,2020, the conditional conversion feature of the Notes was triggered as the last reported sale price of the Company's Class A common stock was more than or equal to 130% of the conversion price for at least 20 trading days (whether or not consecutive) in the period of 30 consecutive trading days ending on June 28, 201930, 2020 (the last trading day of the calendar quarter), and therefore the Notes are currently convertible, in whole or in part, at the option of the holders between July 1, 20192020 through September 30, 2019.2020. Whether the Notes will be convertible following such period will depend on the continued satisfaction of this condition or another conversion condition in the future. The Company continues to classify the Notes as a long-term liability in its condensed consolidated balance sheet as of June 30, 2020, based on contractual settlement provisions. The Company may redeem the Notes, in whole or in part, at its option, on or after June 1, 2021 but before the 35th scheduled trading day before the maturity date, at a cash redemption price equal to 100% of the principal amount of the Notes to be redeemed, plus accrued and unpaid interest, if any, if the last reported sale price of the Class A Common Stockcommon stock has been at least 130% of the conversion price then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading days ending on, and including, the trading day immediately before the date the redemption notices were sent; and the trading day immediately before such notices were sent.
No sinking fund is provided for the Notes. Upon the occurrence of a fundamental change (as defined in the indenture) prior to the maturity date, holders may require the Company to repurchase all or a portion of the Notes for cash at a price equal to 100% of the principal amount of the Notes to be repurchased, plus any accrued and unpaid interest to, but excluding, the fundamental change repurchase date.
The Notes are senior unsecured obligations and will rank senior in right of payment to any of the Company’s indebtedness that is expressly subordinated in right of payment to the Notes; equal in right of payment with the Company’s existing and future liabilities that are not so subordinated; effectively subordinated to any of the Company’s secured
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indebtedness to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities (including trade payables) of current or future subsidiaries of the Company.
The foregoing description is qualified in its entirety by reference to the text of the indenture and the form of 0.25% convertible senior notes due 2023, which were filed as exhibits to the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2018 and are incorporated herein by reference.
In accounting for the issuance of the Notes, the Company separated the Notes into liability and equity components.  The carrying amount of the liability component was calculated by measuring the fair value of a similar debt instrument that does not have an associated convertible feature. The carrying amount of the equity component representing the conversion option was $119.4 million and was determined by deducting the fair value of the liability component from the par value of the Notes. The equity component is not remeasured as long as it continues to meet the conditions for equity classification. The excess of the principal amount of the liability component over its carrying amount, or the debt discount, is amortized to interest expense at an annual effective interest rate of 5.7% over the contractual terms of the Notes.
In accounting for the transaction costs related to the Notes, the Company allocated the total amount incurred to the liability and equity components of the Notes based on the proportion of the proceeds allocated to the debt and equity components. Issuance costs attributable to the liability component were approximately $10.2 million, were recorded as an

24



additional debt discount and are amortized to interest expense using the effective interest method over the contractual terms of the Notes. Issuance costs attributable to the equity component were netted with the equity component in stockholders’ equity.
The net carrying amount of the liability component of the Notes was as follows (in thousands):follows:
As ofAs of
June 30,December 31,
20202019
 As of
June 30,
2019
 As of
December 31,
2018
(In thousands)
Principal $550,000
 $550,000
Principal$549,998  $549,999  
Unamortized discount (95,719) (106,484)Unamortized discount(73,260) (84,647) 
Unamortized issuance costs (8,104) (9,020)Unamortized issuance costs(6,193) (7,162) 
Net carrying amount $446,177
 $434,496
Net carrying amount$470,545  $458,190  
The net carrying amount of the equity component of the Notes was as follows (in thousands):follows:
  As of
June 30,
2019
 As of
December 31,
2018
Proceeds allocated to the conversion options (debt discount) $119,435
 $119,435
Issuance costs (2,819) (2,819)
Net carrying amount $116,616
 $116,616

As ofAs of
June 30,December 31,
20202019
(In thousands)
Proceeds allocated to the conversion options (debt discount)$119,435  $119,435  
Issuance costs(2,819) (2,819) 
Net carrying amount$116,616  $116,616  
The following table sets forth the interest expense recognized related to the Notes (in thousands):Notes:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Contractual interest expense$344  $344  $688  $688  
Amortization of debt issuance costs484  458  968  916  
Amortization of debt discount5,694  5,383  11,388  10,766  
Total interest expense related to the Notes$6,522  $6,185  $13,044  $12,370  
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Contractual interest expense $344
 $164
 $688
 $164
Amortization of debt issuance costs 458
 211
 916
 211
Amortization of debt discount 5,383
 2,484
 10,766
 2,484
Total interest expense related to the Notes $6,185
 $2,859
 $12,370
 $2,859
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In connection with the offering of the Notes, the Company entered into privately-negotiatedprivately negotiated capped call transactions with certain counterparties (the “capped calls”). The capped calls each have an initial strike price of approximately $70.90 per share, subject to certain adjustments, which corresponds to the initial conversion price of the Notes. The capped calls have initial cap prices of $105.04 per share, subject to certain adjustments. The capped calls cover, subject to anti-dilution adjustments, approximately 7,757,2007,757,158 shares of Class A Common Stock.common stock. The capped calls are generally intended to reduce or offset the potential dilution to the Class A Common Stockcommon stock upon any conversion of the Notes with such reduction or offset, as the case may be, subject to a cap based on the cap price. The capped calls expire on the earlier of (i) the last day on which any convertible securities remain outstanding and (ii) June 1, 2023, subject to earlier exercise. The capped calls are subject to either adjustment or termination upon the occurrence of specified extraordinary events affecting the Company, including a merger event, a tender offer, and a nationalization, insolvency or delisting involving the Company. In addition, the capped calls are subject to certain specified additional disruption events that may give rise to a termination of the capped calls, including changes in law, insolvency filings, and hedging disruptions. The capped call transactions are recorded in stockholders’ equity and are not accounted for as derivatives. The net cost of $58.5 million incurred to purchase the capped call transactions was recorded as a reduction to additional paid-in capital in the accompanying condensed consolidated balance sheet.
(b) Note Payable
In connection with the SendGrid acquisition, the Company assumed a note payable that was an arrangement of SendGrid with a financing company to acquire software and related professional services in exchange for a note payable. As of June 30, 2019, the outstanding balance on the note payable was $4.4 million and is recorded in the current and long term liabilities and the related software is included in property and equipment, net, in the accompanying condensed consolidated balance sheet. The note payable bears effective interest at 6.6% per annum compounded monthly and matures in August 2021. Principal and interest payments of are as follows:

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Year Ending December 31: Principal Interest
2019 (remaining six months) $1,036
 $129
2020 2,176
 153
2021 1,144
 22
Total payments related to the note $4,356
 $304

10.9. Supplemental Balance Sheet Information
A roll‑forwardroll-forward of the Company’s reserves is as follows (in thousands):follows:
(a)Allowance for doubtful accounts:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Balance, beginning of period$9,085  $4,281  $6,287  $4,945  
Additions2,899  685  7,160  440  
Write-offs(1,736) (193) (3,199) (612) 
Balance, end of period$10,248  $4,773  $10,248  $4,773  
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Balance, beginning of period $4,281
 $1,404
 $4,945
 $1,033
Additions 685
 1,140
 381
 1,515
Assumed in acquisition 
 
 59
 
Write-offs (193) (8) (612) (12)
Balance, end of period $4,773
 $2,536
 $4,773
 $2,536

Percentage of revenue%%%%

(b)SalesCustomer credit reserve:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Balance, beginning of period$9,687  $2,831  $6,784  $3,015  
Additions13,376  2,862  21,550  5,543  
Deductions against reserve(11,532) (2,617) (16,803) (5,482) 
Balance, end of period$11,531  $3,076  $11,531  $3,076  
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Balance, beginning of period $2,831
 $1,702
 $3,015
 $1,761
Additions 2,862
 1,544
 5,266
 2,651
Assumed in acquisition 
 
 277
 
Deductions against reserve (2,617) (621) (5,482) (1,787)
Balance, end of period $3,076
 $2,625
 $3,076
 $2,625

Percentage of revenue%%%%
11.
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10. Revenue by Geographic Area
Revenue by geographic area is based on the IP address or the mailing address at the time of registration. The following table sets forth revenue by geographic area (in thousands):area:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
Revenue by geographic area:(In thousands)
United States$292,115  $194,998  $553,928  $361,551  
International108,734  80,041  211,789  146,627  
Total$400,849  $275,039  $765,717  $508,178  
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Revenue by geographic area:      
  
United States $194,998
 $111,244
 $361,551
 $209,879
International 80,041
 36,510
 146,627
 66,991
Total $275,039
 $147,754
 $508,178
 $276,870
Percentage of revenue by geographic area:      
  
United States 71% 75% 71% 76%
International 29% 25% 29% 24%

Percentage of revenue by geographic area:
United States73 %71 %72 %71 %
International27 %29 %28 %29 %
Long-lived assets outside the United States were not significant.


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12.11. Commitments and Contingencies
(a)Lease and Other Commitments
The Company entered into various non-cancelable operating lease agreements for its facilities that expirewith remaining lease terms from less than one year to slightly over the next 10nine years. See Note 5 to these unaudited condensed consolidated financial statements for additional detail on the Company's operating and finance lease commitments.
In the three and six months ended June 30, 2019,2020, the Company entered into several non-cancelable vendor agreements with terms from oneup to fourtwo years for a total purchase commitment of $9.7$6.1 million and $11.1$22.9 million, respectively. Additionally, as a result of its acquisition of SendGrid, the Company assumed a non-cancelable cloud services vendor contract that as of June 30, 2019, had a remaining value of $21.8 million and a remaining term of 2.9 years.
(b)  Legal Matters
(b)Legal Matters
On April 30, 2015 and March 28, 2016, Telesign Corporation ("Telesign"(“Telesign”) filed lawsuits (which were subsequently consolidated) against the Company in the United States District Court, Central District of California (“Telesign I/II”). Telesign alleges in Telesign I/II that the Company is infringing four U.S. patents that it holds: U.S. Patent No. 7,945,034 (“034”), U.S. Patent No. 8,462,920 (“920”), U.S. Patent No. 8,687,038 (“038”) and U.S. Patent No. 9,300,792 (“792”). The consolidated Telesign I/II actions have beenwere transferred to the United States District Court, Northern District.District of California. The patent infringement allegations in the lawsuit relaterelated to the Company’sCompany's two-factor authentication use case, Authy, and an API tool to find information about a phone number. Telesign seeks,sought, among other things, to enjoin usthe Company from allegedly infringing the patents, along with damages for lost profits and damages based on a reasonable royalty.
On March 8, 2017, in response to a petition by the Company, the U.S. Patent and Trademark Officer (“PTO”) issued an order instituting an inter partes review for the ‘792 patent. On March 6, 2018, the PTO found all claims challenged by the Company in the inter partes review unpatentable. Telesign did not appeal the PTO’sPTO's decision and it is final. On October 19, 2018, the district court granted the Company's motion that all remaining asserted claims of the asserted patents are invalid under 35 U.S.C. §101§ 101 and entered judgment in the Company’sCompany's favor. On November 8, 2018, Telesign appealed the judgment to the United States Court of Appeals for the Federal Circuit. On January 9, 2020, the Federal Circuit whereCourt affirmed the casedistrict court’s judgment. The deadline for Telesign to seek rehearing or further appeal passed on June 8. 2020, and the judgment is now pending. Based on, among other things, final judgment being entered by the district court in the Company’s favor, the Company does not believe a loss is reasonably possible or estimable.final.
On December 1, 2016, the Company filed a patent infringement lawsuit against Telesign in the United States District Court, Northern District of California (“Telesign III”), alleging infringement of United States Patent No. 8,306,021 (“021”), United States Patent No. 8,837,465 (“465”), United States Patent No. 8,755,376 (“376”), United States Patent No. 8,736,051 (“051”), United States Patent No. 8,737,962 (“962”), United States Patent No. 9,270,833 (“833”), and United States Patent No. 9,226,217 (“217”). Telesign filed a motion to dismiss the complaint on January 25, 2017. In two orders, issued on
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March 31, 2017 and April 17, 2017, the court granted Telesign’s motion to dismiss with respect to the ‘962, ‘833, ‘051 and ‘217 patents, but denied Telesign’s motion to dismiss as to the ‘021, ‘465 and ‘376 patents. On August 23, 2017, Telesign petitioned the PTOU.S. Patent and Trademark Office (“U.S. PTO”) for inter partes review of the ‘021, ‘465, and ‘376 patents. On March 9, 2018, the PTO denied Telesign’s petition for inter partes review of the ‘021 patent and granted Telesign’s petitions for inter partes review of the ‘465 and ‘376 patents. On March 6, 2019, the PTO found all claims challenged by Telesign in the inter partes review unpatentable. The Company has appealed the decisions to the United States Court of Appeals for the Federal Circuit.Circuit who, on June 10, 2020, affirmed the PTAB rulings. Telesign III is currentlyhas been stayed pending resolution of the inter partes reviews (and appeals from them) of the ‘465 and ‘376 patents. If the Company does not appeal further, the case will be remanded to the district court and will proceed on the '021 patent. The Company is seeking a judgment of infringement, a judgment of willful infringement, monetary and injunctive relief, enhanced damages, and an award of costs and expenses against Telesign.
On February 18, 2016, a putative class action complaint was filed in the Alameda County Superior Court in California, entitled Angela Flowers v. Twilio Inc. The complaint alleges that the Company’s products permit the interception, recording and disclosure of communications at a customer’s request and are in violation of the California Invasion of Privacy Act. The complaint seeks injunctive relief as well as monetary damages. On January 2, 2018, the court issued an order granting in part and denying in part the plaintiff’s class certification motion. The court certified two classes of individuals who, during specified time periods, allegedly sent or received certain communications involving the accounts of three of the Company’s customers that were recorded. Following mediation, on January 7, 2019, the parties signed a long form settlement agreement, providing for a payment of $10.0 million into a common fund and injunctive relief involving certain updates to Twilio’s Acceptable Use Policy and customer documentation. On January 15, 2019, the court entered an order granting preliminary approval of the settlement, and the parties signed an amended settlement agreement to conform to the court’s order. The court entered a final order and judgment approving the settlement on June 17, 2019. A final compliance hearing has been scheduled for February 25,

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2020. Given insurance coverage, the Company continues to estimate its potential liability in the Flowers matter to be $1.7 million and carries this reserved amount in its condensed consolidated balance sheet as of June 30, 2019.
On September 1, 2015, Twilio was named as a defendant in a First Amended Complaint in a putative class action captioned Jeremy Bauman v. David Saxe, et al. pending in the United States District Court, District of Nevada relating to the alleged sending of unsolicited text messages to the plaintiffs and putative class members. The Company filed a motion to dismiss, which was granted, and on September 20, 2016 the plaintiff filed a Second Amended Complaint with additional allegations that the Company violated the Telephone Consumer Protection Act (“TCPA”), and the Nevada Deceptive Trade Practices Act (“NDTPA”), NRS 41.600(2)(e). On January 10, 2019, the court granted Plaintiffs’ motion for class certification under the TCPA and denied plaintiff’s request to certify a class under the NDTPA. On February 13, 2019, the court issued an order denying the Company’s motion to dismiss as to Plaintiffs’ TCPA claim and granting dismissal as to Plaintiffs’ NDTPA claim. On February 22, 2019, the court stayed the case and directed all parties to mediation, which was conducted on May 15, 2019. On May 17, 2019, the original defendants (the “Saxe Defendants”) and the Company entered an agreement, which among other things, obligates the Saxe Defendants to fully fund all monetary and non-monetary aspects of the settlement of the matter and to obtain the dismissal of the plaintiffs’ and the class’s claims against the Company with prejudice. On May 22, 2019 the plaintiffs and the Saxe Defendants filed a motion to stay the case noting that they had reached agreement on the material terms of a settlement and needed additional time to draft a settlement agreement for submission to the court for review and approval. The Company did not oppose that motion. Plaintiffs and the Saxe Defendants continue to negotiate an agreement for submittal to the court. Based on, among other things, the Company’s agreement with the Saxe Defendants, the Company does not believe a loss is reasonably possible or estimable.
In addition to the litigation discussed above, from time to time, the Company may be subject to legal actions and claims in the ordinary course of business. The Company has received, and may in the future continue to receive, claims from third parties asserting, among other things, infringement of their intellectual property rights. Future litigation may be necessary to defend itself,the Company, its partners and its customers by determining the scope, enforceability and validity of third‑partythird-party proprietary rights, or to establish itsour proprietary rights. The results of any current or future litigation cannot be predicted with certainty, and regardless of the outcome, litigation can have an adverse impact on the Company because of defense and settlement costs, diversion of management resources, and other factors.
Legal fees and other costs related to litigation and other legal proceedings are expensed as incurred and are included in general and administrative expenses in the accompanying condensed consolidated statements of operations.
(c)Indemnification Agreements
The Company has signed indemnification agreements with all of its board members and executive officers. The agreements indemnify the board members and executive officers from claims and expenses on actions brought against the individuals separately or jointly with the Company for certain indemnifiable events. Indemnifiable Eventsevents generally mean any event or occurrence related to the fact that the board member or the executive officer was or is acting in his or her capacity as a board member or an executive officer for the Company or was or is acting or representing the interests of the Company.
In the ordinary course of business and in connection with our financing and business combinations transactions, the Company enters into contractual arrangements under which it agrees to provide indemnification of varying scope and terms to business partners, customers and other parties with respect to certain matters, including, but not limited to, losses arising out of the breach of such agreements, intellectual property infringement claims made by third parties and other liabilities relating to or arising from the Company’s various products, or its acts or omissions. In these circumstances, payment may be conditional on the other party making a claim pursuant to the procedures specified in the particular contract. Further, the Company’s obligations under these agreements may be limited in terms of time and/or amount, and in some instances, the Company may have recourse against third parties for certain payments. The terms of such obligations may vary.
As of June 30, 20192020 and December 31, 2018, no material2019, 0 amounts were accrued.accrued related to any outstanding indemnification agreements.
(d)Other Taxes
The Company conducts operations in many tax jurisdictions throughoutwithin and outside the United States. In many of these jurisdictions, non-income-based taxes, such as sales, use, telecommunications and use and telecommunicationsother local taxes are assessed on the Company’s operations. Prior to March 2017, the Company had not billed nor collected these taxes from its customers and, in accordance with U.S. GAAP, recorded a provision for its tax exposure in these jurisdictions when it was both probable that a liability had been incurred and the amount of the exposure could be reasonably estimated. These estimates included several key assumptions

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including, but not limited to, the taxability of the Company’s services, the jurisdictions in which its management believes it hashad nexus, and the sourcing of revenues to those jurisdictions. Starting in March 2017, the Company began collecting these taxes from customers in certain jurisdictions and since then has expanded the number of jurisdictions where these taxes are being collected. Effective January 2018, the Company began to collect taxes in one additional jurisdiction and accordingly, from January 2018,most jurisdictions where the Company is not recording an additional provision for its exposure for new activities in that jurisdiction.operates. The Company expects to continue to expand the number of jurisdictions where these taxes will be collected in the future. Simultaneously, the Company was and continues to beis also in discussions with certain statesjurisdictions regarding its prior state sales and other taxes, if any, that the Company may owe. In the event any of these jurisdictions disagree with management’s assumptions and analysis, the assessment of the Company's tax exposure could differ materially from management's current estimates. For example, one jurisdiction has assessed the Company for $38.8 million in taxes, including interest and penalties, which exceeded the $11.5 million the Company had accrued as of June 30, 2020. The Company believes this assessment is overstated and has disputed it, paid the full amount as required by law, and is seeking a refund. The payment made in excess of the accrued amount
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will be reflected as a deposit in the Company's balance sheet in the future periods. If the jurisdiction denies the Company’s refund claim, the Company will challenge the jurisdiction’s denial in court. However, litigation is uncertain and a ruling against the Company may adversely affect its financial position and results of operation.
As of June 30, 20192020 and December 31, 2018,2019, the liability recorded for these taxes was $26.1$28.1 million and $22.6$27.0 million, respectively.
In the event other jurisdictions challenge management’s assumptions and analysis, the actual exposure could differ materially from the current estimates.

13.12. Stockholders’ Equity
(a)Preferred Stock
As of June 30, 20192020 and December 31, 2018 ,2019, the Company had authorized 100,000,000 shares of preferred stock, par value $0.001, of which no0 shares were issued and outstanding.
(b)Common Stock
As of June 30, 20192020 and December 31, 2018,2019, the Company had authorized 1,000,000,000 shares of Class A common stock and 100,000,000 shares of Class B common stock, each par value $0.001 per share. As of June 30, 2019 and December 31, 2018, 121,377,614 shares and 80,769,7632020, 132,194,335 shares of Class A common stock and 14,384,746 shares and 19,310,46510,837,157 shares of Class B common stock respectively, were issued and outstanding. HoldersAs of Class A and Class B common stock are entitled to one vote per share and 10 votes per share, respectively, and theDecember 31, 2019, 126,882,172 shares of Class A common stock and 11,530,627 shares of Class B common stock are identical, except for votingwere issued and conversion rights.outstanding.
The Company had reserved shares of common stock for issuance as follows:
As ofAs of
June 30,December 31,
20202019
Stock options issued and outstanding5,357,728  7,705,848  
Nonvested restricted stock units issued and outstanding8,791,928  8,490,517  
Class A common stock reserved for Twilio.org751,469  795,673  
Stock-based awards available for grant under 2016 Plan19,440,819  14,957,734  
Stock-based awards available for grant under 2016 ESPP5,042,439  3,848,953  
Class A common stock reserved for the convertible senior notes10,472,165  10,472,165  
Total49,856,548  46,270,890  
  As of
June 30,
2019
 As of
December 31,
2018
Stock options issued and outstanding 9,125,950
 7,978,369
Nonvested restricted stock units issued and outstanding 8,926,529
 8,262,902
Class A common stock reserved for Twilio.org 776,334
 572,676
Stock-based awards available for grant under 2016 Plan 15,727,925
 9,313,354
Stock-based awards available for grant under 2016 ESPP 3,984,686
 3,092,779
Class A common stock reserved for the convertible senior notes 10,472,165
 10,472,165
Total 49,013,589
 39,692,245


(c)     Public Equity Offering
In June 2019, the Company completed a public equity offering in which the Company sold 8,064,515 shares of its Class A common stock, which included 1,051,893 shares sold pursuant to the exercise by the underwriters of an option to purchase additional shares, at a public offering price of $124.00 per share. The Company received aggregate proceeds of $979.0 million after deducting underwriting discounts and offering expenses paid and payable by the Company.

14.13. Stock-Based Compensation 

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2008 Stock Option Plan
The Company maintained a stock plan, the 2008 Stock Option Plan, as amended and restated (the “2008 Plan”), which allowed the Company to grant incentive (“ISO”), non‑statutorynon-statutory (“NSO”) stock options and restricted stock units (“RSU”) to its employees, directors and consultants to participate in the Company’s future performance through stock‑basedstock-based awards at the discretion of the board of directors. Under the 2008 Plan, options to purchase the Company’s common stock could not be granted at a price less than fair value in the case of ISOs and NSOs. Fair value was determined by the board of directors, in good faith, with input from valuation consultants. On June 22, 2016, the plan was terminated in connection with the Company’s IPO. Accordingly, no0 shares are available for future issuance under the 2008 Plan. The 2008 Plan continues to govern outstanding equity awards granted thereunder. The Company’s right of first refusal for outstanding equity awards granted under the 2008 Plan terminated upon completion of the IPO. Options granted include provisions for early exercisability.
2016 Stock Option Plan
The Company’s 2016 Stock Option and Incentive Plan (the “2016 Plan”) became effective on June 21, 2016. The 2016 Plan provides for the grant of ISOs, NSOs, restricted stock, RSUs, stock appreciation rights, unrestricted stock awards, performance share awards, dividend equivalent rights and cash-based awards to employees, directors and consultants of the
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Company. A total of 11,500,000 shares of the Company’s Class A common stock were initially reserved for issuance under the 2016 Plan. These available shares automatically increase each January 1, beginning on January 1, 2017, by 5% of the number of shares of the Company’s Class A and Class B common stock outstanding on the immediately preceding December 31, or such lesser number of shares as determined by the Company’s compensation committee. On January 1, 20192020 and 2018,2019, the shares available for grant under the 2016 Plan were automatically increased by 5,004,011 shares6,920,640 and 4,698,4905,004,011 shares, respectively.
Under the 2016 Plan, the stock options are granted at a price per share not less than 100% of the fair market value per share of the underlying common stock on the date of grant. Under both plans, stock options generally expire 10 years from the date of grant and vest over periods determined by the board of directors. The vesting period for new-hire options and restricted stock units is generally a four-yearfour year term from the date of grant, at a rate of 25% after one year, then monthly or quarterly, respectively, on a straight-line basis thereafter. In July 2017, the Company began granting restricted stock units to existing employees that vest in equal quarterly installments over a four year service period.
SendGrid Equity Awards Assumed in Acquisition

In connection with its acquisition of SendGrid, Inc. ("SendGrid"), the Company assumed all stock options and restricted stock units issued under SendGrid’s 2009, 2012 or 2017 Stock Incentive Plans that were outstanding on the date of acquisition. The assumed equity awards will continue to be outstanding and will be governed by the provisions of their respective plans. Additionally, the Company assumed shares of SendGrid common stock that were reserved and available for issuance under SendGrid's 2017 Equity Incentive Plan, on an as converted basis. These shares can be utilized for future equity grants under the Company’s 2016 Plan, to the extent permitted by New York Stock Exchange rules.

2016 Employee Stock Purchase Plan
The Company’s Employee Stock Purchase Plan (“2016 ESPP”), as amended, initially became effective on June 21, 2016. A total of 2,400,000 shares of the Company’s Class A common stock were initially reserved for issuance under the 2016 ESPP. These available shares will automatically increase each January 1, beginning on January 1, 2017, by the lesser of 1,800,000 shares of the common stock, 1% of the number of shares of the Company’s Class A and Class B common stock outstanding on the immediately preceding December 31 or such lesser number of shares as determined by the Company’s compensation committee. On January 1, 20192020 and 2018,2019, the shares available for grant under the 2016 PlanESPP were automatically increased by 1,384,128 and 1,000,802 shares, and 939,698 shares, respectively.
The 2016 ESPP allows eligible employees to purchase shares of the Company’s Class A common stock at a discount of up to 15% through payroll deductions of their eligible compensation, subject to any plan limitations. Except for the initial offering period, theThe 2016 ESPP provides for separate six-month offering periods beginning in May and November of each fiscal year, starting in May 2017.year.
On each purchase date, eligible employees will purchase the Company’s stock at a price per share equal to 85% of the lesser of (i) the fair market value of the Company’s Class A common stock on the offering date or (ii) the fair market value of the Company’s Class A common stock on the purchase date.

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In the three months ended June 30, 2020 and 2019, 190,642 and 2018, 108,895 and 201,581 shares of Class A common stock were purchased under the 2016 ESPP, respectively, and 101,885103,132 shares are expected to be purchased in the fourth quarter of 2019.2020. As of June 30, 2019,2020, total unrecognized compensation cost related to the 2016 ESPP was $3.2$5.0 million, which will be amortized over a weighted-average period of 0.4 years.
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Stock optionsOptions
Stock option activity under the Company's 2008 Plan and 2016 Plan as well as respective Stock Incentive Plans assumed in the SendGrid acquisition was as follows:
Stock Options
Number of
options
outstanding
Weighted-
average
exercise
price
(Per share)
Weighted-
average
remaining
contractual
term
(In years)
Aggregate
intrinsic
value
(In thousands)
Outstanding options as of December 31, 20197,150,848  $28.79  6.47$511,971  
Granted599,909  127.74  
Exercised(2,718,931) 19.67  
Forfeited and canceled(229,098) 73.02  
Outstanding options as of June 30, 20204,802,728  $44.20  6.87$841,534  
Options vested and exercisable as of June 30, 20202,821,212  $17.47  5.68$569,740  
  Number of
options
outstanding
 Weighted-
average
exercise
price
(per share)
 Weighted-
average
remaining
contractual
term
(in years)
 Aggregate
intrinsic
value
(in thousands)
Outstanding options as of December 31, 2018 7,423,369
 $16.07
 6.80 $534,640
Granted 905,180
 118.41
 
 

Assumed in acquisition 2,978,555
 14.91
 
 

Exercised (2,590,384) 9.75
 
 

Forfeited and canceled (145,770) 26.12
 
 

Outstanding options as of June 30, 2019 8,570,950
 $28.21
 7.05 $926,868
Options vested and exercisable as of June 30, 2019 4,783,817
 $11.50
 6.03 $597,243

Aggregate intrinsic value represents the difference between the fair value of the Company’s Class A common stock as reported on the New York Stock Exchange and the exercise price of outstanding “in-the-money” options. The aggregate intrinsic value of stock options exercised was $100.8 million and $287.8 million in the three and six months ended June 30, 2019, respectively, and $43.4 million and $74.5 million in the three and six months ended June 30, 2018, respectively.
The total estimated grant date fair value of options vested was $19.5 million and $42.5 million in the three and six months ended June 30, 2019, respectively, and $4.8 million and $12.8 million in three and six months ended June 30, 2018, respectively.
The weighted-average grant-date fair value of options granted was $63.4 and $58.2 in the three and six months ended June 30, 2019, respectively, and $19.1 and $15.7 in the three and six months ended June 30, 2018, respectively.
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands, except per share amounts)
Aggregate intrinsic value of stock options exercised (1)
$338,031  $100,808  $406,390  $287,824  
Total estimated grant date fair value of options vested$17,684  $19,507  $41,020  $42,503  
Weighted-average grant date fair value per share of options granted$93.37  $63.42  $64.06  $58.16  
____________________
(1) Aggregate intrinsic value represents the difference between the fair value of the Company’s Class A common stock as reported on the New York Stock Exchange and the exercise price of outstanding “in-the-money” options.
On February 28, 2017, the Company granted a total of 555,000 shares of performance-based stock options in three3 distinct awards to an employee with grant date fair values of $13.48, , $10.26 and $8.41 per share for a total grant value of $5.9 million.$5.9 million. The first half of each award vests upon satisfaction of a performance condition and the remainder vests thereafter in equal monthly installments over a two year period. The achievement window expires after 4.3 years from the date of grant and the stock options expire seven years after the date of grant.All performance conditions have been met. The stock options are amortized over a derived service period, as adjusted, of 3.1 years,, 3.9 years and 4.64.4 years, respectively. The stock options value and the derived service period were estimated using the Monte-Carlo simulation model. The following table summarizes the details of the performance options:

 Number of
options
outstanding
 Weighted-
average
exercise
price
(per share)
 Weighted-
average
remaining
contractual
term
(in years)
 Aggregate
intrinsic
value
(in thousands)
Outstanding options as of December 31, 2018 555,000
 $31.72
 6.00 $
Granted 
 
 
 

Exercised 
 
 
 

Forfeited and canceled 
 
 
 

Outstanding options as of June 30, 2019 555,000
 $31.72
 4.67 $58,070
Options vested and exercisable as of June 30, 2019 265,937
 $31.72
 4.67 $27,825

Number of
options
outstanding
Weighted-
average
exercise
price
(Per share)
Weighted-
average
remaining
contractual
term
(In years)
Aggregate
intrinsic
value
(In thousands)
Outstanding options as of December 31, 2019555,000  $31.72  4.16$36,941  
Granted—  —  
Exercised—  —  
Forfeited and canceled—  —  
Outstanding options as of June 30, 2020555,000  $31.72  3.66$104,174  
Options vested and exercisable as of June 30, 2020485,625  $31.72  3.66$91,152  
As of June 30, 2019,2020, total unrecognized compensation cost related to nonvested stock options was $155.2$89.0 million, which will be amortized on a ratable basis over a weighted-average period of 2.22.1 years.

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Restricted Stock Units

 Number of
awards
outstanding
 Weighted-
average
grant date
fair value
(per share)
 Aggregate
intrinsic
value
(in thousands)
Nonvested RSUs as of December 31, 2018 8,262,902
 $42.70
 $729,373
Granted 1,886,838
 125.14
 
Assumed in acquisition 561,999
 112.88
 
Vested (1,385,370) 40.32
 
Forfeited and canceled (399,840) $54.13
 
Nonvested RSUs as of June 30, 2019 8,926,529
 $65.36
 $1,217,132

Number of
awards
outstanding
Weighted-
average
grant date
fair value
(Per share)
Aggregate
intrinsic
value
(In thousands)
Nonvested RSUs as of December 31, 20198,490,517  $74.21  $830,167  
Granted2,513,586  166.49  
Vested(1,684,352) 65.75  
Forfeited and canceled(527,823) 83.58  
Nonvested RSUs as of June 30, 20208,791,928  $103.08  $1,923,190  
As of June 30, 2019,2020, total unrecognized compensation cost related to nonvested RSUs was $532.0$831.4 million, which will be amortized over a weighted-average period of 2.92.7 years.
Valuation Assumptions
The fair value of employee stock options was estimated on the date of grant using the following assumptions in the Black-Scholes option pricing model:
Three Months Ended
June 30,
Six Months Ended
June 30,
Employee Stock Options:2020201920202019
Fair value of common stock$108.4 - $191.9$128.0$108.4 - $191.9$111.3 - $130.7
Expected term (in years)6.086.086.080.33 - 6.08
Expected volatility54.7% - 56.0%49.2%51.9% - 56.0%48.3% - 66.5%
Risk-free interest rate0.4%2.4%0.4% - 1.4%2.4% - 2.5%
Dividend rate—%—%—%—%

 Three Months Ended
June 30,
 Six Months Ended
June 30,
Employee Stock Options: 2019 2018 2019 2018
Fair value of common stock $127.96 $41.22 $111.32 - $130.65 $33.01 - $41.22
Expected term (in years) 6.08 6.08 0.33 - 6.08 6.08
Expected volatility 49.19% 44.16% 48.31% - 66.46% 44.09% - 44.16%
Risk-free interest rate 2.44% 2.86% 2.39% - 2.51% 2.74% - 2.86%
Dividend rate —% —% —% —%

Three Months Ended
June 30,
Six Months Ended
June 30,
Employee Stock Purchase Plan:2020201920202019
Expected term (in years)0.500.500.500.50
Expected volatility72.1%50.3%72.1%50.3%
Risk-free interest rate0.2%2.4%0.2%2.4%
Dividend rate—%—%—%—%
Employee Stock Purchase Plan: Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018
Expected term (in years) 0.50 0.50 0.50 0.50
Expected volatility 50.34% 39.78% 50.34% 39.78%
Risk-free interest rate 2.43% 2.09% 2.43% 2.09%
Dividend rate —% —% —% —%
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The following assumptions were used in the Monte Carlo simulation model to estimate the grant date fair value and the derived service period of the performance options:
Asset volatility40%
Equity volatility45%
Discount rate14%
Stock price at grant date$31.7231.7


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Stock-Based Compensation Expense
The Company recorded the total stock-based compensation expense as follows (in thousands). In the three and six months ended June 30, 2019, the stock-based compensation expense associated with awards assumed in the SendGrid acquisition was $26.0 million and $46.7 million, respectively.follows:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Cost of revenue$2,143  $1,623  $3,980  $3,432  
Research and development39,841  33,701  73,050  59,040  
Sales and marketing23,086  14,564  43,029  26,313  
General and administrative14,317  20,852  28,353  40,279  
Total$79,387  $70,740  $148,412  $129,064  

 Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018
Cost of revenue $1,623
 $266
 $3,432
 $488
Research and development 33,701
 9,749
 59,040
 17,621
Sales and marketing 14,564
 5,049
 26,313
 8,908
General and administrative 20,852
 5,942
 40,279
 11,529
Total $70,740
 $21,006
 $129,064
 $38,546

15.14. Net Loss Per Share Attributable to Common Stockholders
Basic and diluted net loss per common share is presented in conformity with the two-class method required for participating securities.
Class A and Class B common stock are the only outstanding equity in the Company. The rights of the holders of Class A and Class B common stock are identical, except with respect to voting and conversion. Each share of Class A common stock is entitled to one1 vote per share and each share of Class B common stock is entitled to 10 votes per share. Shares of Class B common stock may be converted into Class A common stock at any time at the option of the stockholder and are automatically converted into Class A common stock upon sale or transfer, subject to certain limited exceptions.
Basic net loss per share attributable to common stockholders is computed using the weighted-average number of common shares outstanding during the period. Diluted net loss per share attributable to common stockholders is computed using the weighted-average number of common shares and, if dilutive, potential common shares outstanding during the period. The dilutive effect of these potential common shares is reflected in diluted earnings per share by application of the treasury stock method.
The following table sets forth the calculation of basic and diluted net loss per share attributable to common stockholders during the periods presented (in thousands, except share and per share data):presented:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
Net loss attributable to common stockholders (in thousands)$(99,923) $(92,579) $(194,714) $(129,082) 
Weighted-average shares used to compute net loss per share
attributable to common stockholders, basic and diluted
141,618,541  129,310,641  140,512,351  122,985,716  
Net loss per share attributable to common stockholders, basic and diluted$(0.71) $(0.72) $(1.39) $(1.05) 

 Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018
Net loss attributable to common stockholders $(92,579) $(24,006) $(129,082) $(47,735)
Weighted-average shares used to compute net loss per share attributable to common stockholders, basic and diluted 129,310,641
 96,348,356
 122,985,716
 95,515,583
Net loss per share attributable to common stockholders, basic and diluted $(0.72) $(0.25) $(1.05) $(0.50)
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The following outstanding shares of common stock equivalents were excluded from the calculation of the diluted net loss per share attributable to common stockholders because their effect would have been anti-dilutive:
As of June 30,
20202019
Stock options issued and outstanding5,357,728  9,125,950  
Nonvested restricted stock units issued and outstanding8,791,928  8,926,529  
Class A common stock reserved for Twilio.org751,469  776,334  
Class A common stock committed under 2016 ESPP103,132  101,885  
Conversion spread (1)
4,331,844  3,626,721  
Total19,336,101  22,557,419  
____________________
(1) Since the Company expects to settle the principal amount of its outstanding convertible senior notes in cash and any excess in shares of the Company's Class A common stock, the Company uses the treasury stock method for calculating any potential dilutive effect of the conversion spread on diluted net income per share, if applicable. The conversion spread will have a dilutive impact on diluted net income per share of Class A common stock when the average market price of the Company's Class A common stock for a given period exceeds the conversion price of $70.90 per share for the Notes. The conversion spread is calculated using the average market price of Class A common stock during the period, consistent with the treasury stock method.


 As of June 30,

 2019 2018
Stock options issued and outstanding 9,125,950
 9,527,562
Nonvested restricted stock units issued and outstanding 8,926,529
 7,705,589
Class A common stock reserved for Twilio.org 776,334
 635,014
Class A common stock committed under 2016 ESPP 101,885
 131,581
Conversion spread* 3,626,721
 
Unvested shares subject to repurchase 
 334
Total 22,557,419
 18,000,080

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_________
* Since the Company expects to settle the principal amount of its outstanding convertible senior notes in cash and any excess in shares of the Company's Class A common stock, the Company uses the treasury stock method for calculating any potential dilutive effect of the conversion spread on diluted net income per share, if applicable. The conversion spread will have a dilutive impact on diluted net income per share of Class A common stock when the average market price of the Company's Class A common stock for a given period exceeds the conversion price of $70.90 per share for the Notes. The conversion spread is calculated using the average market price of Class A common stock during the period, consistent with the treasury stock method.
16.15. Income Taxes
The Company recorded an income tax provision of $0.3 million and $1.3 million for the followingthree and six months ended June 30, 2020, respectively, and an income tax benefit (provision):
  Three Months Ended
June 30,
 Six Months Ended
June 30,
  2019 2018 2019 2018
Income tax benefit (provision) $2,033
 $(150) $53,754
 $(287)

of $2.0 million and $53.8 million for the three and six months ended June 30, 2019, respectively. The Company continues to maintain a valuation allowance for its U.S. federal and state net deferred tax assets.

The provision for income taxes recorded in the three and six months ended June 30, 2020, consists primarily of income taxes and withholding taxes in foreign jurisdictions in which the Company conducts business. The Company's U.S. operations have been in a loss position and the Company maintains a full valuation allowance against its U.S. deferred tax assets.

The tax benefit for the three and six months ended June 30, 2019, was primarily related to a partial release of valuation allowance, of which $49.2 million was directly related to the day one impact from the acquisition of SendGrid. In connection with the SendGrid acquisition, the Company recorded a net deferred tax liability which provides an additional source of taxable income to support the realization of the pre-existing deferred tax assets and, accordingly,assets.As a result, during the three and six months ended June 30, 2019,, the Company released a total of $1.1 million and $52.7 million, respectively, of its U.S. valuation allowance. In

On March 27, 2020, the three months endedCoronavirus Aid, Relief and Economic Security ("CARES") Act was enacted and signed into U.S. law to provide economic relief to individuals and businesses facing economic hardship as a result of the COVID-19 pandemic. Changes in tax laws or rates are accounted for in the period of enactment. The income tax provisions of the CARES Act do not have a significant impact on the Company's current taxes, deferred taxes or uncertain tax positions.

On June 30,7, 2019, a three-judge panel from the U.S. Court of Appeals for the Ninth Circuit overturned the U.S. Tax Court's decision in Altera Corp. v. Commissioner and upheld the portion of the Treasury regulations under Section 482 of the Internal Revenue Code that requires related parties in a cost-sharing arrangement to share expenses related to share-based compensation. As a result of this decision, the Company's gross unrecognized tax benefits increased to reflect the impact of including share-based compensation in cost-sharing arrangements. Recognizing the gross unrecognized tax benefits would not affect the Company's effective tax rate as their recognition would be offset by the reversal of the related deferred tax assets, which are subject to a full valuation allowance. On July 22, 2019, the Company also released $0.7 million of its valuation allowancetaxpayer in connection with its acquisition of Capio, Inc. The Company continuesthe case filed a petition for a rehearing before the full Ninth Circuit and the request was denied on November 12, 2019. On February 10, 2020, the taxpayer in the case filed a petition to maintain a valuation allowanceappeal the decision to the Supreme Court and on June 22, 2020 the Supreme Court denied the petition. There is no impact on the Company's effective tax rate for its U.S. Federal and state net deferred tax assets.

The provision for income taxes recorded in the three and six months ended June 30, 2018, consists primarily of income taxes and withholding taxes in foreign jurisdictions in which2020 due to the Company conducts business. The Company’s U.S. operations have been in a loss position and the Company maintains a full valuation allowance against its U.S. deferred tax assets. The Company will continue to monitor future developments.

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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our condensed consolidated financial statements and related notes appearing elsewhere in this Quarterly Report on Form 10-Q. In addition to historical financial information, the following discussion contains forward-looking statements that are based upon current plans, expectations and beliefs that involve risks and uncertainties. Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under Part II, Item 1A, “Risk Factors” in this Quarterly Report on Form 10-Q. Our fiscal year ends on December 31.
Overview
We are the leader in the Cloud Communications Platform category. We enable developers to build, scale and operate real‑timereal-time communications within their software applications via our simple‑to‑usesimple-to-use Application Programming Interfaces (“APIs”). The power, flexibility, and reliability offered by our software building blocks empowers companies of virtually every shape and size to build world‑classworld-class engagement into their customer experience.
Our platform consists of three layers: our
We offer a Customer Engagement Cloud, Programmable Communications Cloud and Super Network. Our Engagement CloudPlatform with software is designed to address specific use cases like account security and contact centers and is a set of APIs that handles the higher level communication logic needed for nearly every type of customer engagement. These APIs are focused on the business challenges that a developer is looking to address, allowing our customers to more quickly and easily build better ways to engage with their customers throughout their journey. Our Programmable Communications Cloud software isWe also offer a set of APIs that enables developers to embed voice, messaging, video and email capabilities into their applications. The Programmable Communications Cloud isapplications and are designed to support almost all the fundamental ways humans communicate, unlocking innovators to address just about any communication market. The Super Network is our software layer that allows our customers’ software to communicate with connected devices globally. It interconnects with communications networks and inbox service providers around the world and continually analyzes data to

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optimize the quality and cost of communications that flow through our platform. The Super Network also contains a set of APIs that gives our customers access to more foundational components of our platform, like phone numbers.
As of June 30, 2019, ourOur customers’ applications are able to reach users via voice, messaging, video and email in nearly every country in the world by utilizing our platform. We support our global business through more thanover 25 cloud data centers in nineacross more than seven regions around the world and have developed contractual relationships with network service providers globally.
Our business model is primarily focused on reaching and serving the needs of software developers, who we believe are becoming increasingly influential in technology decisions in a wide variety of companies. We call this approach our Business Model for Innovators, which empowers developers by reducing friction and upfront costs, encouraging experimentation, and enabling developers to grow as customers as their ideas succeed. We established and maintain our leadership position by engaging directly with, and cultivating, our developer community, which has led to the rapid adoption of our platform. We reach developers through community events and conferences, including our SIGNAL customer and developer conferences, to demonstrate how every developer can create differentiated applications incorporating communications using our products.
Once developers are introduced to our platform, we provide them with a low friction trial experience. By accessing our easy‑to‑adopteasy-to-adopt APIs, extensive self‑serviceself-service documentation and customer support team, developers build our products into their applications and then test such applications through free trials.trial periods that we provide. Once they have decided to use our products beyond the initial free trial period, customers provide their credit card information and only pay for the actual usage of our products. Historically, we have acquired the substantial majority of our customers through this self‑serviceself-service model. As customers expand their usage of our platform, our relationships with them often evolve to include business leaders within their organizations. Once our customers reach a certain spending level with us, we support them with account executives or customer success advocates within our sales organization to ensure their satisfaction and expand their usage of our products.
We also supplement our self‑serviceself-service model with a sales effort aimed at engaging larger potential customers, strategic leads and existing customers through a direct sales approach. To help increase awareness of our products in the enterprise, we have expanded our marketing efforts through programs like our Twilio Engage roadshow where we seek to bring business leaders and developers together to discuss the future of customer engagement. We have developed products to support this effort as well, like the Twilio Enterprise Plan, which provides capabilities for advanced security, access management and granular administration. Our sales organization targets technical leaders and business leaders who are seeking to leverage software to drive competitive differentiation. As we educate these leaders on the benefits of developing applications incorporating our products to differentiate their business, they often consult with their developers regarding implementation. We believe that developers are often advocates for our products as a result of our developer‑focuseddeveloper-focused approach. Our sales organization includes sales development, inside sales, field sales and sales engineering personnel.
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When potential customers do not have the available developer resources to build their own applications, we refer them to either our technology partners who embed our products in the solutions that they sell to other businesses (such as contact centers and sales force and marketing automation) or our consulting partners who provide consulting and development services for organizations that have limited software development expertise to build our platform into their software applications.
We generate the substantial majority of our revenue from customers based on their usage of our software products that they have incorporated into their applications. Our Flex contact center platform is generally offered on a per user, per month basis or on a usage basis per agent hour. In addition, our email API is offered on a monthly subscription basis and our Marketing Campaigns product is priced based on the number of email contacts stored on our platform and the number of monthly emails sent to those contacts through our Email API. Also, customers using our Programmable Messaging or Programmable Voice APIs typically purchase one or more telephone numbers from us, for which we charge a monthly flat fee per number. Some customers also choose to purchase various levels of premium customer support for a monthly fee. Customers that register in our self‑serviceself-service model typically pay upfront via credit card and draw down their balance as they purchase or use our products. Most of our customers draw down their balance in the same month they pay up front or are charged on a monthly subscription basis for our email-related products. As a result, our deferred revenue and customer deposits liability at any particular time is not a meaningful indicator of future revenue. As our customers’ usage grows, some of our customers enter into contracts and are invoiced monthly in arrears. Many of these customer contracts have terms of 12 months and typically include some level of minimum revenue commitment. Most customers with minimum revenue commitment contracts generate a significant amount of revenue in excess of their minimum revenue commitment in any period. Historically, the aggregate minimum commitment revenue from customers with whom we have contracts has constituted a minority of our revenue in any period, and we expect this to continue in the future.
Our developer‑focuseddeveloper-focused products are delivered to customers and users through our Super Network, which uses software to optimize communications on our platform. We interconnect with communications networks and inbox service providers globally to deliver our products, and therefore we have arrangements with network service providers in many regions in the

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world. Historically, a substantial majority of our cost of revenue has been network service provider fees. We continue to optimize our network service provider coverage and connectivity through continuous improvements in routing and sourcing in order to lower the usage expenses we incur for network service provider fees. As we benefit from our platform optimization efforts, we sometimes pass these savings on to customers in the form of lower usage prices on our products in an effort to drive increased usage and expand the reach and scale of our platform. In the near term, we intend to operate our business to expand the reach and scale of our platform and to grow our revenue, rather than to maximize our gross margins.
We have achieved significant growth in recent periods. In the three months ended June 30, 20192020 and 2018,2019, our revenue was $400.8 million and $275.0 million, respectively, and $147.8our net loss was $99.9 million and $92.6 million, respectively. OurIn the three months ended June 30, 2020 and 2019, our 10 largest Active Customer Accounts generated an aggregate of 13%15% and 17%13%, respectively, of our total revenuerevenue.
COVID-19 UPDATE
A novel coronavirus disease (“COVID-19”) was declared a global pandemic during the first quarter of 2020 and has resulted in the three months ended June 30, 2019imposition of numerous, unprecedented, national and 2018. Among these 10 largest Active Customer Accounts, we had three Variable Customer Accounts representing 6%international measures to try to contain the virus, including travel bans and 8%, respectively,restrictions, shutdowns, quarantines, shelter-in-place and social distancing orders. To prioritize the health and safety of our total revenueemployees, customers and our community at large, we postponed SIGNAL, our annual developer and customer conference, to September 30, 2020, and converted it to a virtual event. In addition, we have either cancelled or shifted other planned events to virtual-only experiences and may determine to alter, postpone or cancel additional customer, employee or industry events in the three months ended June 30, 2019future. Since mid-March, we have also taken several precautionary measures to protect our employees and 2018.contingent workers and help minimize the spread of the virus, including temporarily closing our worldwide offices, requiring all employees and contingent workers to work from home and suspending all business travel worldwide for our employees for the time being.
The broader implications of COVID-19 on our results of operations and overall financial performance remain uncertain. The COVID-19 pandemic and its adverse effects have become more prevalent in the locations where we, our customers, suppliers or third-party business partners conduct business. In the three months ended June 30, 20192020, we continued to witness declines in usage versus pre-COVID-19 levels, with a slight rebound from the previous quarter, from customers in the travel, hospitality and 2018ridesharing industries. However, we also continued to experience increased usage in other areas, including healthcare, education, consumer on-demand, and retail. We acknowledge that there may be additional impacts to the economy and our Base Revenue was $256.7 millionbusiness as a result of COVID-19. We expect that there may be some volatility in customer demand and $135.0 million, respectively. Inbuying habits as the three months ended June 30, 2019pandemic continues, and 2018,we may experience constrained supply or curtailed customer demand that could materially and adversely impact our net loss was $92.6 millionbusiness, results of operations and $24.0 million, respectively.financial performance in future periods. Specifically, we may
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experience impact from delayed sales cycles, including customers and prospective customers delaying contract signing or contract renewals, or reducing budgets or minimum commitments related to the products and services that we offer and changes to consumer behavior that may affect customers who use our products and service for confirmations, notifications, and other use cases. While we are continuing our recruiting efforts, it is possible that the pace of our hiring may slow during the COVID-19 pandemic. See the sectionrisk factor titled “-Key Business Metrics-Base Revenue”"The global COVID-19 pandemic may adversely impact our business, results of operations and financial performance" in Part II, Item 1A, “Risk Factors” of this Quarterly Report on Form 10-Q for afurther discussion of Base Revenue.the possible impact of the COVID-19 pandemic on our business, financial condition and results of operations.
Public Equity Offering
In June 2019, we completed a public equity offering in which we sold 8,064,515 shares of our Class A common stock, which included 1,051,893 shares sold pursuant to the exercise by the underwriters of an option to purchase additional shares, at a public offering price of $124.00 per share. We received aggregate proceeds of $979.0 million after deducting underwriting discounts and offering expenses paid and payable by us.

Key Business Metrics

 Three Months Ended
June 30,

 2019 2018
Number of Active Customer Accounts (as of end date of period) (1)
 161,869
 57,350
Base Revenue (in thousands) (1)
 $256,737
 $135,004
Base Revenue Growth Rate (1)
 90% 54%
Dollar-Based Net Expansion Rate 140% 137%
___________
Three Months Ended
June 30,
20202019
Number of Active Customer Accounts (as of end date of period) (1)
200,000  161,869  
Total revenue (in thousands) (1)
$400,849  $275,039  
Total Revenue Growth Rate (1)
46 %86 %
Dollar-Based Net Expansion Rate (2)
132 %141 %
____________________
(1) Includes the contribution from our Twilio SendGrid business, acquired on February 1, 2019. Effective December 31, 2019, we round down the number of Active Customer Accounts to the nearest thousand.
(2) As previously announced in our Annual Report on Form 10-K filed with the SEC on March 2, 2020, commencing with the three-month period ended March 31, 2020, we calculate our Dollar-Based Net Expansion Rate by comparing total revenue from a cohort of Active Customer Accounts in a period to the same period in the prior year (the "New DBNE Definition"). To facilitate comparison between the periods presented, Dollar-Based Net Expansion Rate as presented in the table above has been calculated as if the New DBNE Definition had been in effect during that period. As a result of the New DBNE Definition, unless specifically identified as being calculated using total revenue, any Dollar-Based Net Expansion Rates disclosed by our Company in SEC filings, press releases and presentations prior to the date of our press release for the three months ended March 31, 2020, will not be directly comparable to our Dollar-Based Net Expansion Rates going forward. Commencing with the three month period ended March 31, 2020, Dollar-Based Net Expansion Rate includes the contribution from Twilio SendGrid from February 1, 2019 (the date of the acquisition).
(1) For the three months ended June 30, 2019, Active Customer Accounts, Base Revenue, and Base Revenue Growth Rate include the contribution from Twilio SendGrid, which acquisition closed on February 1, 2019.
Number of Active Customer Accounts. We believe that the number of our Active Customer Accounts is an important indicator of the growth of our business, the market acceptance of our platform and future revenue trends. We define an Active Customer Account at the end of any period as an individual account, as identified by a unique account identifier, for which we have recognized at least $5 of revenue in the last month of the period. We believe that the use of our platform by our customers at or above the $5 per month threshold is a stronger indicator of potential future engagement than trial usage of our platform or usage at levels below $5 per month. In the three months ended June 30, 2020 and 2019, revenue from Active Customer Accounts represented over 99% of total revenue in each period. A single organization may constitute multiple unique Active Customer Accounts if it has multiple account identifiers, each of which is treated as a separate Active Customer Account.
In Effective December 31, 2019, we round down the three months ended June 30, 2019 and 2018, revenue fromnumber of Active Customer Accounts represented over 99% of total revenue in each period.to the nearest thousand.
Base Revenue. We monitor Base Revenue as one of the more reliable indicators of future revenue trends. Base Revenue consists of all revenue other than revenue from large Active Customer Accounts that have never entered into 12‑month minimum revenue commitment contracts with us, which we refer to as Variable Customer Accounts. While almost all of our customer accounts exhibit some level of variability in the usage of our products, based on our experience, we believe that Variable Customer Accounts are more likely to have significant fluctuations in usage of our products from period to period, and therefore that revenue from Variable Customer Accounts may also fluctuate significantly from period to period. This behavior is best evidenced by the decision of such customers not to enter into contracts with us that contain minimum revenue commitments, even though they may spend significant amounts on the use of our products, and they may be foregoing more

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favorable terms often available to customers that enter into committed contracts with us. This variability adversely affects our ability to rely upon revenue from Variable Customer Accounts when analyzing expected trends in future revenue.
For historical periods through March 31, 2016, we defined a Variable Customer Account as an Active Customer Account that (i) had never signed a minimum revenue commitment contract with us for a term of at least 12 months and (ii) had met or exceeded 1% of our revenue in any quarter in the periods presented through March 31, 2016. To allow for consistent period‑to‑period comparisons, in the event a customer account qualified as a Variable Customer Account as of March 31, 2016, or a previously Variable Customer Account ceased to be an Active Customer Account as of such date, we included such customer account as a Variable Customer Account in all periods presented. For reporting periods starting with the three months ended June 30, 2016, we define a Variable Customer Account as a customer account that (a) has been categorized as a Variable Customer Account in any prior quarter, as well as (b) any new customer account that (i) is with a customer that has never signed a minimum revenue commitment contract with us for a term of at least 12 months and (ii) meets or exceeds 1% of our revenue in a quarter. Once a customer account is deemed to be a Variable Customer Account in any period, it remains a Variable Customer Account in subsequent periods unless such customer enters into a minimum revenue commitment contract with us for a term of at least 12 months.
In each of the three months ended June 30, 2019 and 2018, we had six Variable Customer Accounts, which represented 7% and 9%, respectively, of our total revenue.
Dollar‑BasedDollar-Based Net Expansion Rate. Our ability to drive growth and generate incremental revenue depends, in part, on our ability to maintain and grow our relationships with existing Active Customer Accounts and to increase their use of the platform. An important way in which we track ourhave historically tracked performance in this area is by measuring the Dollar‑BasedDollar-Based Net Expansion Rate for our Active Customer Accounts, other than our Variable Customer Accounts. Our Dollar‑BasedDollar-Based Net Expansion Rate increases when such Active Customer Accounts increase their usage of a product, extend their usage of a product to new applications or adopt a new product. Our Dollar‑BasedDollar-Based Net Expansion Rate decreases when such Active Customer Accounts cease or reduce their usage of a product or when we lower usage prices on a product. As our customers grow their businesses and extend the use of our platform, they sometimes create multiple customer accounts with us for operational or other reasons. As such, for reporting periods starting with the three months ended December 31, 2016, when we identify a significant customer organization (defined as a single customer organization generating more than 1% of our revenue in a quarterly reporting period) that has created a new Active Customer Account, this new Active Customer Account is tied to, and revenue from this new Active Customer Account is included with, the original Active Customer Account for the purposes of calculating this metric. We believe that measuring our Dollar‑BasedDollar-Based Net Expansion Rate on revenue generated from our Active Customer Accounts, other than our Variable Customer Accounts, provides a more meaningful indication of the performance of our efforts to increase revenue from existing customers.
Our Dollar‑Based
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For historical periods through December 31, 2019, our Dollar-Based Net Expansion Rate comparescompared the revenue from Active Customer Accounts, other than Variablelarge Active Customer Accounts that have never entered into 12-month minimum revenue commitment contracts with us, in a quarter to the same quarter in the prior year. For reporting periods starting with the three months ended March 31, 2020, our Dollar-Based Net Expansion Rate compares the total revenue from all Active Customer Accounts in a quarter to the same quarter in the prior year. To calculate the Dollar‑BasedDollar-Based Net Expansion Rate, we first identify the cohort of Active Customer Accounts, other than Variable Customer Accounts that were Active Customer Accounts in the same quarter of the prior year. The Dollar‑BasedDollar-Based Net Expansion Rate is the quotient obtained by dividing the revenue generated from that cohort in a quarter, by the revenue generated from that same cohort in the corresponding quarter in the prior year. When we calculate Dollar‑BasedDollar-Based Net Expansion Rate for periods longer than one quarter, we use the average of the applicable quarterly Dollar‑BasedDollar-Based Net Expansion Rates for each of the quarters in such period. As a result of the change in calculation of Dollar-Based Net Expansion Rate, unless specifically identified as being calculated based on total revenue, any Dollar-Based Net Expansion Rates disclosed by our Company in SEC filings, press releases and presentations prior to the date of our press release for the three months ended March 31, 2020, will not be directly comparable to our Dollar-Based Net Expansion Rates going forward.
The table below sets forth our historical Dollar-Based Net Expansion Rates as calculated based on total revenue.
Three Months Ended
Dec 31, 2019Sep 30, 2019Jun 30, 2019Mar 31, 2019Dec 31, 2018Sep 30, 2018Jun 30, 2018Mar 31, 2018
125 %132 %141 %142 %150 %147 %138 %138 %
Three Months Ended
Dec 31, 2017Sep 30, 2017Jun 30, 2017Mar 31, 2017Dec 31, 2016Sep 30, 2016Jun 30, 2016
123 %125 %132 %128 %141 %140 %148 %

Key Components of Statements of Operations
Revenue. We derive our revenue primarily from usage‑basedusage-based fees earned from customers using the software products within our Engagement CloudSolutions APIs and Programmable Communications Cloud.Channel APIs. These usage‑basedusage-based software products include offerings, such as Programmable Voice, Programmable Messaging and Programmable Video. Some examples of the usage‑basedusage-based fees for which we charge include minutes of call duration activity for our Programmable Voice products, number of text messages sent or received using our Programmable Messaging products and number of authentications for our Account Security products. In the three months ended June 30, 20192020 and 2018,2019, we generated 74%76% and 84%74% of our revenue, respectively, from usage‑basedusage-based fees. We also earn monthly flat fees from certain fee‑basedfee-based products, such as our Email API, Marketing Campaigns, Flex seats, telephone numbers, short codes and customer support.
CustomersWhen customers first begin using our platform, they typically pay upfront via credit card in monthly prepaid amounts and draw down their balances as they purchase or use our products. As customers grow their usage of our products, they automatically receive tiered usage discounts. Our larger customers often enter into contracts, for at least 12 months that contain minimum revenue commitments, which may contain more favorable pricing. Customers on such contracts typically are invoiced monthly in arrears for products used.

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Amounts that have been charged via credit card or invoiced are recorded in accounts receivable and in revenue, deferred revenue or customer deposits, depending on whether the revenue recognition criteria have been met. Given that our credit card prepayment amounts tend to be approximately equal to our credit card consumption amounts in each period, customers are charged on a monthly subscription basis for our Email-related products, and that we do not have many invoiced customers on pre‑payment contract terms, ourOur deferred revenue and customer deposits liability at any particular timebalance is not a meaningful indicator of our future revenue.revenue at any point in time because very few of our contracts with invoiced customers contain terms requiring any form of prepayment.
We define U.S. revenue as revenue from customers with IP addresses or mailing addresses at the time of registration in the United States, and we define international revenue as revenue from customers with IP addresses or mailing addresses at the time of registration outside of the United States.

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Cost of Revenue and Gross Margin. Cost of revenue consists primarily of fees paid to network service providers. Cost of revenue also includes cloud infrastructure fees, direct costs of personnel, costs, such as salaries and stock‑basedstock-based compensation for our customer support employees, and non‑personnelnon-personnel costs, such as depreciation and amortization expense related to data centers and hosting equipment, amortization of capitalized internal use software development costs and amortization of acquired intangibles. Our arrangements with network service providers require us to pay fees based on the volume of phone calls initiated or text messages sent, as well as the number of telephone numbers acquired by us to service our customers. Our arrangements with our cloud infrastructure provider require us to pay fees based on our server capacity consumption.
Our gross margin has been and will continue to be affected by a number of factors, including the timing and extent of our investments in our operations, our product mix, our ability to manage our network service provider and cloud infrastructure‑relatedinfrastructure-related fees, including Application to Person SMS fees, the mix of U.S. revenue compared to international revenue, changes in foreign exchange rates and the timing of amortization of capitalized software development costs and acquired intangibles and the extent to which we periodically choose to pass on our cost savings from platform optimization efforts to our customers in the form of lower usage prices.
Operating Expenses. The most significant components of operating expenses are personnel costs, which consist of salaries, benefits, sales commissions and bonuses and stock‑basedstock-based compensation. We also incur other non‑personnelnon-personnel costs related to our general overhead expenses. We expect that our operating costs will increase in absolute dollars as we add additional employees and invest in our infrastructure to grow our business.
Research and Development. Research and development expenses consist primarily of personnel costs, outsourced engineering services, cloud infrastructure fees for staging and development, amortization of capitalized internal use software development costs, depreciation and an allocation of our general overhead expenses. We capitalize the portion of our software development costs that meets the criteria for capitalization.
We continue to focus our research and development efforts on adding new features and products, including new use cases, improving our platform and increasing the functionality of our existing products.
Sales and Marketing. Sales and marketing expenses consist primarily of personnel costs, including commissions for our sales employees. Sales and marketing expenses also include expenditures related to advertising, marketing, our brand awareness activities and developer evangelism, costs related to our SIGNAL customer and developer conferences, credit card processing fees, professional services fees, depreciation, amortization of acquired intangibles and an allocation of our general overhead expenses.
We focus our sales and marketing efforts on generating awareness of our company, platform and products through our developer evangelist team and self‑serviceself-service model, creating sales leads and establishing and promoting our brand, both domestically and internationally. We plan to continue investing in sales and marketing by increasing our sales and marketing headcount, supplementing our self‑serviceself-service model with an enterprise sales approach, expanding our sales channels, driving our go‑to‑marketgo-to-market strategies, building our brand awareness and sponsoring additional marketing events.
General and Administrative. General and administrative expenses consist primarily of personnel costs for our accounting, finance, legal, human resources and administrative support personnel and executives. General and administrative expenses also include costs related to business acquisitions, legal and other professional services fees, sales and othercertain taxes, depreciation and amortization and an allocation of our general overhead expenses. We expect that we will incur costs associated with supporting the growth of our business and to meet the increased compliance requirements associated with our international expansion. We may also incur higher than usual losses related to deterioration of quality of certain financial assets caused by the macroeconomic conditions and uncertainly in the COVID-19 environment.
Our general and administrative expenses include a certain amount of sales and other taxes to which we are subject based on the manner we sell and deliver our products. Prior to March 2017, we did not collect suchsales or other taxes from our customers

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and recorded such taxes as general and administrative expenses. Effective March 2017, we began collecting most of these taxes from customers in certain jurisdictions and added moresince then we have expanded to most jurisdictions throughout 2018 and 2019.where these taxes are now being collected. We continue expanding the number of jurisdictions where we will be collecting these taxes in the future. We expect that these expenses will continue to decline in future years as we continue collecting these taxes from our customers in moreadditional jurisdictions, which would further reduce our rate of ongoing accrual.

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Provision for Income Taxes. OurThe provision for income tax provision or benefit for interim periods is determined using an estimatetaxes consists primarily of our annual effective tax rate, adjusted for discrete items occurringincome taxes and withholding taxes in foreign jurisdictions in which the quarter.Company conducts business. The primary difference between our effective tax rateCompany's U.S. operations have been in a loss position and the federal statutory rate relates to the net operating losses in jurisdictions withCompany maintains a full valuation allowance or a zeroagainst its U.S. deferred tax rate, and the income tax benefit recorded in connection with the SendGrid, Inc. ("SendGrid") acquisition.assets.

Non-GAAP Financial Measures
We use the following non‑GAAPnon-GAAP financial information, collectively, to evaluate our ongoing operations and for internal planning and forecasting purposes. We believe that non‑GAAPnon-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance, facilitates period‑to‑periodperiod-to-period comparisons of results of operations, and assists in comparisons with other companies, many of which use similar non‑GAAPnon-GAAP financial information to supplement their GAAP results. Non‑GAAPNon-GAAP financial information is presented for supplemental informational purposes only, should not be considered a substitute for financial information presented in accordance with generally accepted accounting principles, and may be different from similarly‑titled non‑GAAPsimilarly-titled non-GAAP measures used by other companies. Whenever we use a non‑GAAPnon-GAAP financial measure, a reconciliation is provided to the most closely applicable financial measure stated in accordance with generally accepted accounting principles. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non‑GAAPnon-GAAP financial measures to their most directly comparable GAAP financial measures.
Non‑GAAPNon-GAAP Gross Profit and Non‑GAAPNon-GAAP Gross Margin. For the periods presented, we define non‑GAAPnon-GAAP gross profit and non‑GAAPnon-GAAP gross margin as GAAP gross profit and GAAP gross margin, respectively, adjusted to exclude, stock‑based compensation, amortization of acquired intangibles and payroll taxes related to stock‑based compensation.as applicable, certain expenses as presented in the table below:

 Three Months Ended
June 30,
Three Months Ended
June 30,

 2019 201820202019

 (In thousands)
Reconciliation: 
 
Reconciliation:(In thousands)
Gross profit $150,015
 $79,814
Gross profit$209,131  $150,015  
Non-GAAP adjustments: 

 

Non-GAAP adjustments:
Stock-based compensation 1,623
 266
Stock-based compensation2,143  1,623  
Amortization of acquired intangibles 11,857
 1,125
Amortization of acquired intangibles12,695  11,857  
Payroll taxes related to stock-based compensation 58
 
Payroll taxes related to stock-based compensation—  58  
Non-GAAP gross profit $163,553
 $81,205
Non-GAAP gross profit$223,969  $163,553  
Non-GAAP gross margin 59% 55% Non-GAAP gross margin56 %59 %
Non‑GAAP
Non-GAAP Operating Expenses.Expenses. For the periods presented, we define non‑GAAPnon-GAAP operating expenses (including categories of operating expenses) as GAAP operating expenses (and categories of operating expenses) adjusted to exclude, as applicable, stock‑based compensation, amortization of acquired intangibles, acquisition‑relatedcertain expenses and payroll taxes related to stock‑based compensation.as presented in the table below:
Three Months Ended
June 30,
20202019
Reconciliation:(In thousands)
Operating expenses$311,775  $243,747  
Non-GAAP adjustments:
Stock-based compensation(77,244) (69,117) 
Amortization of acquired intangibles(7,900) (7,391) 
Acquisition-related expenses(21) (1,274) 
Charitable contributions(3,972) —  
Payroll taxes related to stock-based compensation(8,178) (3,922) 
Non-GAAP operating expenses$214,460  $162,043  

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 Three Months Ended
June 30,

 2019 2018

 (In thousands)
Reconciliation: 
 
Operating expenses $243,747
 $101,772
Non-GAAP adjustments: 
 
Stock-based compensation (69,117) (20,740)
Amortization of acquired intangibles (7,391) (226)
Acquisition-related expenses (1,274) 
Payroll taxes related to stock-based compensation (3,922) (1,811)
Non-GAAP operating expenses $162,043
 $78,995

Non‑GAAPNon-GAAP Income from Operations and Non‑GAAPNon-GAAP Operating Margin.Margin. For the periods presented, we define non‑GAAPnon-GAAP income from operations and non‑GAAPnon-GAAP operating margin as GAAP loss from operations and GAAP operating margin, respectively, adjusted to exclude, as applicable, stock‑based compensation, amortization of acquired intangibles, acquisition‑relatedcertain expenses and payroll taxes related to stock‑based compensation.as presented in the table below:
Three Months Ended
June 30,
20202019
Reconciliation:(In thousands)
Loss from operations$(102,644) $(93,732) 
Non-GAAP adjustments:
Stock-based compensation79,387  70,740  
Amortization of acquired intangibles20,595  19,248  
Acquisition-related expenses21  1,274  
Charitable contributions3,972  —  
Payroll taxes related to stock-based compensation8,178  3,980  
Non-GAAP income from operations$9,509  $1,510  
Non-GAAP operating margin%%


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 Three Months Ended
June 30,

 2019 2018

 (In thousands)
Reconciliation: 
 
Loss from operations $(93,732) $(21,958)
Non-GAAP adjustments: 

 

Stock-based compensation 70,740
 21,006
Amortization of acquired intangibles 19,248
 1,351
Acquisition-related expenses 1,274
 
Payroll taxes related to stock-based compensation 3,980
 1,811
Non-GAAP income from operations $1,510
 $2,210
Non-GAAP operating margin 1% 1%
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Results of Operations
The following tables set forth our results of operations for the periods presented and as a percentage of our total revenue for those periods. We have included Twilio SendGrid in our results of operations prospectively after February 1, 2019, the closing date of the acquisition. The period-to-period comparison of our historical results are not necessarily indicative of the results that may be expected in the future.

Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
Condensed Consolidated Statements of Operations Data:(In thousands)
Revenue$400,849  $275,039  $765,717  $508,178  
Cost of revenue (1) (2)
191,718  125,024  363,051  232,113  
Gross profit209,131  150,015  402,666  276,065  
Operating expenses:
Research and development (1) (2)
120,701  98,783  235,040  176,638  
Sales and marketing (1) (2)
129,823  90,421  246,545  162,028  
General and administrative (1) (2)
61,251  54,543  116,421  118,719  
Total operating expenses311,775  243,747  598,006  457,385  
Loss from operations(102,644) (93,732) (195,340) (181,320) 
Other income (expenses), net3,015  (880) 1,897  (1,516) 
Loss before (provision) benefit for income taxes(99,629) (94,612) (193,443) (182,836) 
(Provision) benefit for income taxes(294) 2,033  (1,271) 53,754  
Net loss attributable to common stockholders$(99,923) $(92,579) $(194,714) $(129,082) 
____________________
(1) Includes stock-based compensation expense as follows:
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 Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018

 (In thousands)
Condensed Consolidated Statements of Operations Data:    
Revenue $275,039
 $147,754
 $508,178
 $276,870
Cost of revenue (1) (2)
 125,024
 67,940
 232,113
 127,522
Gross profit 150,015
 79,814
 276,065
 149,348
Operating expenses: 
 
    
Research and development (1) (2)
 98,783
 39,811
 176,638
 77,387
Sales and marketing (1) (2)
 90,421
 37,749
 162,028
 70,571
General and administrative (1) (2)
 54,543
 24,212
 118,719
 47,605
Total operating expenses 243,747
 101,772
 457,385
 195,563
Loss from operations (93,732) (21,958) (181,320) (46,215)
Other expenses, net (880) (1,898) (1,516) (1,233)
Loss before benefit (provision) for income taxes (94,612) (23,856) (182,836) (47,448)
Benefit (provision) for income taxes 2,033
 (150) 53,754
 (287)
Net loss attributable to common stockholders $(92,579) $(24,006) $(129,082) $(47,735)

(1)Includes stock-based compensation expense as follows:
Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
(In thousands)
Cost of revenue$2,143  $1,623  $3,980  $3,432  
Research and development39,841  33,701  73,050  59,040  
Sales and marketing23,086  14,564  43,029  26,313  
General and administrative14,317  20,852  28,353  40,279  
Total$79,387  $70,740  $148,412  $129,064  

 Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018

 (In thousands)
Cost of revenue $1,623
 $266
 $3,432
 $488
Research and development 33,701
 9,749
 59,040
 17,621
Sales and marketing 14,564
 5,049
 26,313
 8,908
General and administrative 20,852
 5,942
 40,279
 11,529
Total $70,740
 $21,006
 $129,064
 $38,546

(2)(2)Includes amortization of acquired intangibles as follows:

Three Months Ended
June 30,
Six Months Ended
June 30,

 Three Months Ended
June 30,
 Six Months Ended
June 30,
2020201920202019

 2019 2018 2019 2018

 (In thousands)(In thousands)
Cost of revenue $11,857
 $1,125
 $20,317
 $2,323
Cost of revenue$12,695  $11,857  $25,076  $20,317  
Research and development 
 
 
 22
Sales and marketing 7,329
 206
 12,332
 426
Sales and marketing7,889  7,329  15,753  12,332  
General and administrative 62
 20
 215
 40
General and administrative11  62  58  215  
Total $19,248
 $1,351
 $32,864
 $2,811
Total$20,595  $19,248  $40,887  $32,864  

41
36



Three Months Ended
June 30,
Six Months Ended
June 30,
2020201920202019
Condensed Consolidated Statements of Operations, as a percentage of revenue: **
Revenue100 %100 %100 %100 %
Cost of revenue48  45  47  46  
Gross profit52  55  53  54  
Operating expenses:
Research and development30  36  31  35  
Sales and marketing32  33  32  32  
General and administrative15  20  15  23  
Total operating expenses78  89  78  90  
Loss from operations(26) (34) (26) (36) 
Other income (expenses), net ***
Loss before (provision) benefit for income taxes(25) (34) (25) (36) 
(Provision) benefit for income taxes* *11  
Net loss attributable to common stockholders(25 %)(34 %)(25 %)(25 %)
___________________
* Less than 0.5% of revenue.
** Columns may not add up to 100% due to rounding.

 Three Months Ended
June 30,
 Six Months Ended
June 30,

 2019 2018 2019 2018
Condensed Consolidated Statements of Operations, as a percentage of revenue:**    
Revenue 100% 100% 100 % 100 %
Cost of revenue 45% 46% 46 % 46 %
Gross profit 55% 54% 54 % 54 %
Operating expenses: 
 
    
Research and development 36% 27% 35 % 28 %
Sales and marketing 33% 26% 32 % 25 %
General and administrative 20% 16% 23 % 17 %
Total operating expenses 89% 69% 90 % 71 %
Loss from operations (34%) (15%) (36)% (17)%
Other expenses, net *
 (1%) *
 *
Loss before benefit (provision) for income taxes (34%) (16%) (36)% (17)%
Benefit (provision) for income taxes 1% *
 11 % *
Net loss attributable to common stockholders (34%) (16%) (25)% (17)%
_____________________________________________
*    Less than 0.5% of revenue.
**    Columns may not add up to 100% due to rounding.

Comparison of the Three Months Ended June 30, 20192020 and 20182019
Revenue

 Three Months Ended
June 30,
 
 

 2019 2018 Change

 (Dollars in thousands)
Base Revenue $256,737
 $135,004
 $121,733
 90%
Variable Revenue 18,302
 12,750
 5,552
 44%
Total Revenue $275,039
 $147,754
 $127,285
 86%
Three Months Ended
June 30,
20202019Change
(Dollars in thousands)
Total Revenue$400,849  $275,039  $125,810  46 %
In the three months ended June 30, 2019, Base Revenue2020, the total revenue increased by $121.7$125.8 million, or 90%46%, compared to the same period last year, and represented 93% and 91% of total revenue in the three months ended June 30, 2019 and 2018, respectively.year. This increase was primarily attributable to an increase in the usage of our products, particularly our Programmable Messaging products and Programmable Voice products, and the adoption of additional products by our existing customers, and revenue contribution from our acquisition of the Twilio SendGrid business, which closedcustomers. The increase in usage was also attributable to a 24% increase in the first quarternumber of 2019. This increase wasActive Customer Accounts, from 161,869 as of June 30, 2019, to over 200,000 as of June 30, 2020. These increases were partially offset by pricing decreases that we have implemented over time in the form of lower usage prices, in an effort to increase the reach and scale of our platform. The changes in usage and priceprices in 2020 were reflected in our Dollar-Based Net Expansion Rate of 132% for the three months ended June 30, 2019, were reflected in our Dollar‑Based Net Expansion Rate of 140%. The increase in usage was also attributable to a 182% increase in the number of Active Customer Accounts, from 57,350 as of June 30, 2018, to 161,869 as of June 30, 2019, primarily due to our acquisition of the Twilio SendGrid business.2020.
In the three months ended June 30, 2019, Variable Revenue increased by $5.62020, U.S. revenue and international revenue represented $292.1 million, or 44%73%, compared to the same period last year, and represented 7% and 9%$108.7 million, or 27%, respectively, of total revenue inrevenue. In the three months ended June 30, 2019, and 2018, respectively. This increase was primarily attributable to the increase in the usage of products by our existing Variable Customer Accounts.
U.S. revenue and international revenue represented $195.0 million, or 71%, and $80.0 million, or 29%, respectively, of total revenue in the three months ended June 30, 2019, compared to $111.2 million, or 75%, and $36.5 million, or 25%, respectively, of total revenue in the three months ended June 30, 2018.revenue. The increase in international revenue was attributable to

42



the growth in usage of our products, particularly our Programmable Messaging products and Programmable Voice products, by our existing international Active Customer Accounts; and a 233%25% increase in the number of international Active Customer Accounts driven in part by our focus on expanding our sales to customers outside of the United States; and revenue contribution from our acquisitionStates.
37

Cost of Revenue and Gross Margin
Three Months Ended
June 30,

 Three Months Ended
June 30,
 
 
20202019Change

 2019 2018 Change

 (Dollars in thousands)(Dollars in thousands)
Cost of revenue $125,024
 $67,940
 $57,084
 84%Cost of revenue$191,718  $125,024  $66,694  53 %
Gross margin 55% 54% 
 
Gross margin52 %55 %
In the three months ended June 30, 2019,2020, cost of revenue increased by $57.1$66.7 million, or 84%53%, compared to the same period last year. The increase in cost of revenue was primarily attributable to a $34.7$52.7 million increase in network service providers’ costs a $13.0 million increase in amortization expense primarily related to the acquired intangible assets and a $3.9$6.5 million increase in cloud infrastructure fees, dueboth to support the growth in usage of our products.
In the three months ended June 30, 2019,2020, gross margin percentage increaseddeclined compared to the three months ended June 30, 2018. This was largely driven by2019. Changes in product mix which includes the impact of the acquisition of the Twilio SendGrid business, along with someand certain operational improvements.  These itemsimprovements were largely offset an increase in amortization expense related to acquired intangible assets, the impact of an increasing mix of international product usage, andby an increase in network service provider fees in certain geographies.
Operating Expenses
Three Months Ended
June 30,

 Three Months Ended
June 30,
 
 
20202019Change

 2019 2018 Change

 (Dollars in thousands)(Dollars in thousands)
Research and development $98,783
 $39,811
 $58,972
 148%Research and development$120,701  $98,783  $21,918  22 %
Sales and marketing 90,421
 37,749
 52,672
 140%Sales and marketing129,823  90,421  39,402  44 %
General and administrative 54,543
 24,212
 30,331
 125%General and administrative61,251  54,543  6,708  12 %
Total operating expenses $243,747
 $101,772
 $141,975
 140%Total operating expenses$311,775  $243,747  $68,028  28 %
In the three months ended June 30, 2019,2020, research and development expenses increased by $59.0$21.9 million, or 148%22%, compared to the same period last year. The increase was primarily attributable to a $49.2$22.5 million increase in personnel costs, net of a $0.7$5.9 million increase in capitalized software development costs,costs. The increase was largely as athe result of a 102%35% average increase in our research and development headcount, including the impact of growth in headcount as a result of our SendGrid acquisition as we continued to focus on enhancing our existing products, and introducing new products as well as enhancing product management and other technical functions. The increase was also due to a $3.1 million increase in our cloud infrastructure fees related to staging and development of our products and a $3.0 million increase in the facilities expense to accommodateand depreciation expenses associated with the growth in our headcount and a $1.7 million increase in software subscription expense. In addition, the three months ended June 30, 2019, included research and development expenses from our acquired Twilio SendGrid business.headcount.
In the three months ended June 30, 2019,2020, sales and marketing expenses increased by $52.7$39.4 million, or 140%44%, compared to the same period last year. The increase was primarily attributable to a $30.5$26.9 million increase in personnel costs, largely as a result of a 118%an 54% average increase in sales and marketing headcount, including the impact of growth in headcount as a result of our acquisition of the Twilio SendGrid business as we continued to expand our sales efforts in the United States and internationally,abroad. The increase was also due to a $7.1 million increase in amortization expense attributed mainly to acquired intangible assets, a $5.4$4.3 million increase in advertising expenses and a $2.8$2.1 million increase in facilities expense and a $1.8 million increase in credit card fees due to increased transaction volumes. In addition, the three months ended June 30, 2019, included sales and marketing expenses from the acquired Twilio SendGrid business.related costs.
In the three months ended June 30, 2019,2020, general and administrative expenses increased by $30.3$6.7 million, or 125%12%, compared to the same period last year. The increase was primarily attributabledue to a $22.3$4.0 million increase in personnel costs

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Tablecharitable contributions due to a donation by Twilio.org of Contents

largely as a result of a 107% average increase in general and administrative headcount including the impact of growth in headcount as a resultshares of our acquisition of the Twilio SendGrid business,Class A common stock to support the growth of our business domesticallycharity and internationally, a $1.6$2.3 million increase in facilities related expenses and a $1.5 million increase in professional expenses specifically relatedour allowance for estimated credit losses that continued to our business acquisitions as described in Note 6 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Q. In addition, three months ended June 30, 2019, included general and administrative expenses frombe partially impacted by the acquired Twilio SendGrid business.COVID-19 environment.
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Comparison of the Six Months Ended June 30, 20192020 and 20182019
Revenue
  Six Months Ended
June 30,
    
  2019 2018 Change
  (Dollars in thousands)
Base Revenue $477,622
 $252,511
 $225,111
 89%
Variable Revenue 30,556
 24,359
 6,197
 25%
Total Revenue $508,178
 $276,870
 $231,308
 84%
Six Months Ended
June 30,
20202019Change
(Dollars in thousands)
Total Revenue$765,717  $508,178  $257,539  51 %
In the six months ended June 30, 2019, Base Revenue2020, the total revenue increased by $225.1$257.5 million, or 89%51%, compared to the same period last year, and represented 94% and 91% of total revenue in the six months ended June 30, 2019 and 2018, respectively.year. This increase was primarily attributable to an increase in the usage of our products, particularly our Programmable Messaging products and Programmable Voice products, and the adoption of additional products by our existing customers, andcustomers. In addition, the current period includes a full six months of revenue contribution from our acquisition of the Twilio SendGrid business, forwhile the prior period included that business only from February 1, 2019, (the acquisition closing date) through June 30, 2019. ThisThe increase in usage was also attributable to a 24% increase in the number of Active Customer Accounts, from 161,869 as of June 30, 2019, to over 200,000 as of June 30, 2020. These increases were partially offset by pricing decreases that we have implemented over time in the form of lower usage prices, in an effort to increase the reach and scale of our platform. The changes in usage and priceprices in 2020 were reflected in our Dollar-Based Net Expansion Rate of 137% for the six months ended June 30, 2019, were reflected in our Dollar‑Based Net Expansion Rate of 143%. The increase in usage was also attributable to a 182% increase in the number of Active Customer Accounts, from 57,350 as of June 30, 2018, to 161,869 as of June 30, 2019, primarily due to our acquisition of the Twilio SendGrid business.2020.
In the six months ended June 30, 2019, Variable Revenue increased by $6.22020, U.S. revenue and international revenue represented $553.9 million, or 25%72%, compared to the same period last year, and represented 6% and 9%$211.8 million, or 28%, respectively, of total revenue inrevenue. In the six months ended June 30, 2019, and 2018, respectively. This increase was primarily attributable to the increase in the usage of products by our existing Variable Customer Accounts.
U.S. revenue and international revenue represented $361.6 million, or 71%, and $146.6 million, or 29%, respectively, of total revenue in the six months ended June 30, 2019, compared to $209.9 million, or 76%, and $67.0 million, or 24%, respectively, of total revenue in the six months ended June 30, 2018.revenue. The increase in international revenue was attributable to the growth in usage of our products, particularly our Programmable Messaging products and Programmable Voice products, by our existing international Active Customer Accounts; a 233%25% increase in the number of international Active Customer Accounts driven in part by our focus on expanding our sales to customers outside of the United States; and the revenue contribution from our acquisition of the Twilio SendGrid business.business after the acquisition closing date.
Cost of Revenue and Gross Margin
Six Months Ended
June 30,
 Six Months Ended
June 30,
    20202019Change
 2019 2018 Change
 (Dollars in thousands)(Dollars in thousands)
Cost of revenue $232,113
 $127,522
 $104,591
 82%Cost of revenue$363,051  $232,113  $130,938  56 %
Gross margin 54% 54%    Gross margin53 %54 %
In the six months ended June 30, 2019,2020, cost of revenue increased by $104.6$130.9 million, or 82%56%, compared to the same period last year. The increase in cost of revenue was primarily attributable to a $65.3$99.8 million increase in network service providers’ costs a $22.0 million increase in amortization expense primarily related to the acquired intangible assets and a $7.7$11.5 million increase in cloud infrastructure fees, all of which relateboth to support the growth in usage of our products.

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Table The increase was also due to a $4.8 million increase in amortization expense related to the intangible assets that we acquired through our various business combinations. The current period includes a full six months of Contents

cost of revenue from our Twilio SendGrid business, while the prior period included that business only from February 1, 2019, (the acquisition closing date) through June 30, 2019.
In the six months ended June 30, 2019,2020, gross margin percentage remained stableslightly declined compared to the six months ended June 30, 2018. Product2019. Changes in product mix, which includes the impact of the acquisition of theour Twilio SendGrid business, and somecertain operational improvements were largely offset by an increase in amortization expense related to acquired intangible assets, the impact of an increasing mix of international product usage, and an increase in network service provider fees in certain geographies.
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Operating Expenses
Six Months Ended
June 30,
20202019Change
(Dollars in thousands)
Research and development$235,040  $176,638  $58,402  33 %
Sales and marketing246,545  162,028  84,517  52 %
General and administrative116,421  118,719  (2,298) (2)%
Total operating expenses$598,006  $457,385  $140,621  31 %
  Six Months Ended
June 30,
    
  2019 2018 Change
  (Dollars in thousands)
Research and development $176,638
 $77,387
 $99,251
 128%
Sales and marketing 162,028
 70,571
 91,457
 130%
General and administrative 118,719
 47,605
 71,114
 149%
Total operating expenses $457,385
 $195,563
 $261,822
 134%
The current period includes a full six month of operating expenses from our Twilio SendGrid business, while the prior period included that business only from February 1, 2019 (the acquisition closing date) through June 30, 2019.
In the six months ended June 30, 2019,2020, research and development expenses increased by $99.3$58.4 million, or 128%33%, compared to the same period last year. The increase was primarily attributable to a $83.9$54.2 million increase in personnel costs, net of a $2.0an $11.2 million increase in capitalized software development costs,costs. This increase was largely as athe result of a 74%58% average increase in our research and development headcount, including the impact of growth in headcount as a result of our SendGrid acquisition as we continued to focus on enhancing our existing products, and introducing new products as well as enhancing product management and other technical functions. This increase also reflected the impact of growth in the headcount as a result of the acquisition of our Twilio SendGrid business. The increase was also due to a $5.5$6.5 million increase in facilities expense to accommodateand depreciation expenses associated with the growth in our headcount. In addition, the six months ended June 30, 2019, included researchheadcount and a $6.2 million increase in our cloud infrastructure fees related to staging and development expenses fromof our acquired Twilio SendGrid business for the period from February 1, 2019 through June 30, 2019.products.
In the six months ended June 30, 2019,2020, sales and marketing expenses increased by $91.5$84.5 million, or 130%52%, compared to the same period last year. The increase was primarily attributable to a $53.5$56.9 million increase in personnel costs, largely as a result of a 87%an 75% average increase in sales and marketing headcount, including the impact of growth in headcount as a result of our acquisition of the Twilio SendGrid business, as we continued to expand our sales efforts in the United States and internationally,abroad. The increase also reflected the impact of growth in the headcount as a $11.9 millionresult of the acquisition of our Twilio SendGrid business. The increase in amortization expense attributed mainlywas also due to acquired intangible assets, a $8.5$8.0 million increase in advertising expenses, and a $5.3$6.9 million increase in facilities expense. In addition,and related costs and a $3.4 million increase related to the six months ended June 30, 2019, included sales and marketing expenses from ouramortization of acquired Twilio SendGrid business for the period from February 1, 2019 through June 30, 2019.intangible assets.
In the six months ended June 30, 2019,2020, general and administrative expenses increaseddecreased by $71.1$2.3 million, or 149%2%, compared to the same period last year. The increasedecrease was primarily attributabledue to a $43.7$13.7 million decrease in professional expenses related to our acquisitions of other businesses and an $11.9 million decrease in stock based compensation expense related to certain one-time expenses incurred in 2019 as a result of our business combination with SendGrid. These decreases were partially offset by a $9.7 million increase in personnel costs, exclusive of stock based compensation, largely as a result of a 81%44% average increase in general and administrative headcount, includingdriven by the impact of growth in headcount as a result of our acquisition of the Twilio SendGrid business, to support theorganic growth of our business domestically and internationally,our acquisition of SendGrid. Additionally, our charitable contributions increased by $6.7 million due to a $14.1donation by Twilio.org of shares of our Class A common stock to charity and our allowance for estimated credit losses increased by $6.4 million increasepartially in professional expenses specifically relatedresponse to our business acquisitions as described in Note 6 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Qthe macroeconomic effects and a $2.7 million increase in facilities related expenses. In addition,uncertainty imposed by the six months ended June 30, 2019, included general and administrative expenses from our acquired Twilio SendGrid business for the period from February 1, 2019 through June 30, 2019.COVID-19 environment.


Liquidity and Capital Resources
To date, our principal sources of liquidity have been (i) the net proceeds of $155.5 million, $64.4 million, and $979.0 million, net of underwriting discounts and offering expenses, from our initial public offering in June 2016 and our subsequent public offerings in October 2016 and June 2019, respectively; (ii) the net proceeds we received through private sales of equity securities; (iii) the net proceeds of approximately $537.0 million, after deducting purchaser discounts and debt issuance costs paid by us, from issuance of the 0.25% convertible senior notes due 2023 (the "Notes"), as described in Note 98 to our unaudited

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condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Q; and (iv) the payments received from customers using our products. From our inception through March 31, 2016, we completed several rounds of equity financing through the sale of our convertible preferred stock for total net proceeds of $237.1 million.
We believe that our cash, cash equivalents and marketable securities balances, as well as the cash flows generated by our operations will be sufficient to satisfy our anticipated cash needs for working capital and capital expenditures for at least the next 12 months. However, our belief may prove to be incorrect, and we could utilize our available financial resources sooner than we currently expect. Our future capital requirements and the adequacy of available funds will depend on many factors, including those set forth in Part II, Item 1A, “Risk Factors.” We may be required to seek additional equity or debt financing in order to meet these future capital requirements. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business,
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results of operations and financial condition would be adversely affected. Additionally, cash from operations could also be affected by various risks and uncertainties in connection with the COVID-19 pandemic, including timing and ability to collect payments from our customers and other risks detailed in Part II, Item 1A, "Risk Factors".
Cash Flows
The following table summarizes our cash flows (in thousands):flows:

 Six Months Ended
June 30,

 2019 2018
Cash (used in) provided by operating activities $(13,819) $19,225
Cash used in investing activities (961,864) (138,117)
Cash provided by financing activities 1,007,122
 496,301
Effect of exchange rate changes on cash, cash equivalents and restricted cash 
 818
Net increase in cash, cash equivalents and restricted cash $31,439
 $378,227
Six Months Ended
June 30,
20202019
(In thousands)
Cash provided by (used in) operating activities$13,911  $(13,819) 
Cash provided by (used in) investing activities144,765  (961,864) 
Cash provided by financing activities63,289  1,007,122  
Net increase in cash, cash equivalents and restricted cash$221,965  $31,439  
Cash Flows from Operating Activities
In the six months ended June 30, 2020, cash provided by operating activities consisted primarily of our net loss of $194.7 million adjusted for non-cash items, including $148.4 million of stock-based compensation expense, $64.8 million of depreciation and amortization expense, $17.8 million of reduction in our operating right-of-use assets, $12.4 million in amortization of debt discount and issuance costs related to our Notes, a $7.1 million increase in the allowance for estimated credit losses and $55.0 million of cumulative changes in operating assets and liabilities. With respect to changes in operating assets and liabilities, accounts receivable and prepaid expenses increased $59.8 million primarily due to the timing of cash receipts from our customers, pre-payments for cloud infrastructure fees and certain operating expenses. Accounts payable and other current liabilities increased $35.9 million primarily due to increases in transaction volumes. Our operating right-of-use liability decreased $16.3 million due to payments made against our operating lease obligations. Our long-term assets increased $19.8 million due to an increase in the sales commissions balances related to the growth of our business.
In the six months ended June 30, 2019, cash used in operating activities consisted primarily of our net loss of $129.1 million adjusted for non-cash items, including $129.1 million of stock-based compensation expense, $53.5 million of tax benefit related to our acquisition of other businesses, $49.6 million of depreciation and amortization expense, $11.7 million amortization of the debt discount and issuance costs related to our Notes, $10.7 million of reduction of our operating right-of-use asset and $31.7 million of cumulative changes in operating assets and liabilities. With respect to changes in operating assets and liabilities, accounts payable and other current liabilities increased $22.3 million primarily due to increases in transaction volumes. Deferred revenue and customer deposits increased $1.9 million due to increases in transaction volumes and timing of customer prepayments. Accounts receivable and prepaid expenses increased $38.2 million primarily due to the timing of cash receipts from certain of our larger customers, pre-payments for cloud infrastructure fees and certain operating expenses. Accounts payable and other current liabilities increased $22.3 million primarily due to increases in transaction volumes and deferred revenue and customer deposits increased $1.9 million due to increases in transaction volumes and timing of customer prepayments.

Cash Flows from Investing Activities
In the six months ended June 30, 2018,2020, cash provided by operatinginvesting activities consistedwas $144.8 million primarily consisting of our net loss of $47.7 million adjusted for non-cash items, including $38.5$177.9 million of stock-based compensation expense, $11.4maturities and sales of marketable securities and other investments, net of purchases, $17.7 million of depreciation and amortization expense, $2.7 million of amortization of the debt discount and issuance costs related to our Notescapitalized software development costs and $12.1$12.8 million related to purchases of cumulative changes in operating assets and liabilities. With respect to changes in operating assets and liabilities, accounts payable and other current liabilities increased $40.6 million primarily due to increases in transaction volumes. Deferred revenue and customer deposits increased $3.3 million primarily due to increases in transaction volumes and timing of customer prepayments. Accounts receivable and prepaid expenses increased $28.9 million, which resulted primarily from the timing of cash receipts from certain of our larger customers, pre-payments for cloud infrastructure fees and certain operating expenses.


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Cash Flows from Investing Activitieslong-lived assets.
In the six months ended June 30, 2019, cash used in investing activities was $961.9 million primarily consisting of $1,090.4 million of purchases of marketable securities, and other investments, net of maturities and sales, $147.0 million of net cash acquired throughin our business combinations, as described in Note 6 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Q, $10.5 million related to capitalized software development costs and $7.9 million related to purchases of property and equipment.long-lived assets.
Cash Flows from Financing Activities
In the six months ended June 30, 2018,2020, cash used in investingprovided by financing activities was $138.1$63.3 million primarily consisting of $125.8$69.9 million of purchases of marketable securities, net of maturities,proceeds from stock options exercised by our employees and $10.0shares issued under our employee stock purchase plan. This was offset by $3.8 million in principal payments on financing leases and $2.8 million related to capitalized software development costs.the value of equity awards withheld to settle tax liabilities.
Cash Flows from Financing Activities
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In the six months ended June 30, 2019, cash provided by financing activities was $1,007.1 million primarily consisting of $979.7 million in net proceeds from our public equity offering as described in Note 13 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Q, $25.3and $33.5 million proceeds from stock options exercised by our employees and $8.3 million proceeds from shares issued under our employee stock purchase plan.
In the six months ended June 30, 2018, cash provided by financing activities was $496.3 million primarily consisting of $537.5 million net proceeds from our Notes, net of initial purchaser discounts and issuance costs paid in the period, $13.7 million proceeds from stock options exercised by our employees and $4.5 million proceeds from shares issued under our employee stock purchase plan. This was partially offset by a $58.5 million payment for capped call transactions.


Critical Accounting Policies and Estimates
Our unaudited condensed consolidated financial statements are prepared in accordance with generally accepted accounting principles in the United States of America. The preparation of these unaudited condensed consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses and related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates.
We believe that the accounting policies, assumptions and estimates associated with revenue recognition, business combinations, stock-based compensation and capitalization of our internal-use software development costsThere have the greatest potential impact on our unaudited condensed consolidated financial statements. Therefore, we consider thesebeen no changes to be our critical accounting policies and estimates.
Business Combinations

Accounting for business combinations requires us to make significant estimates and assumptions, especially at the acquisition date with respect to tangible and intangible assets acquired and liabilities assumed. We use our best estimates and assumptions to accurately assign fair value to the tangible and intangible assets acquired and liabilities assumed at the acquisition date as well as the useful lives of those acquired intangible assets. Examples of critical estimates in valuing certain of the intangible assets and goodwill we have acquired include but are not limited to future expected cash flows from acquired developed technologies; the acquired company’s trade name and existing customer relationships, as well as assumptions about the period of time the acquired trade name will continue to be useddescribed in our offerings; uncertain tax positions and tax related valuation allowances assumed; and discount rates. Unanticipated events and circumstances may occur that may affect the accuracy or validity of such assumptions, estimates or actual results.

Recently Issued Accounting Guidance

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See Note 2 of the notes to our unaudited condensed consolidated financial statements included elsewhere in this QuarterlyAnnual Report on Form 10-Q for a summary10-K filed with the SEC on March 2, 2020.
Accounting Pronouncements Not Yet Adopted
There were no accounting pronouncements pending adoption as of recently issued and not yet adopted accounting pronouncements.June 30, 2020.
Off-Balance Sheet Arrangements
We have not entered into any off-balance sheet arrangements and do not have any holdings in variable interest entities.
Contractual Obligations and Other Commitments
Our principal commitments consist of obligations under our Notes, our operating leases for office space and our contractual commitments to our cloud infrastructure and network service providers. In the three and six months ended June 30, 2019,2020, we entered into several non-cancelable vendor agreements with terms from oneup to fourtwo years for a total purchase commitment of $9.7$6.1 million and $11.1$22.9 million, respectively.
Available Information
The following filings are available for download free of charge through our investor relations website after we file them with the Securities and Exchange Commission ("SEC"): Annual Report on Form 10-K, Quarterly Reports on Form 10-Q and our Proxy Statement for our annual meeting of stockholders. Our investor relations website is located at http://investors.twilio.com. The SEC also maintains an Internet website that contains reports, proxy statements and other information about issuers, like us, that file electronically with the SEC. The address of that website is www.sec.gov.
We webcast our earnings calls and certain events we participate in or host with members of the investment community on our investor relations website. Additionally, we provide notifications of news or announcements regarding our financial performance, including SEC filings, investor events, press and earnings releases and blogs as part of our investor relations website. We also use our Twitter Account (https://twitter.com/twilio) and the Twitter account of our Chief Executive Officer, Jeff Lawson (https://twitter.com/jeffiel) as a resultmeans of disclosing information about our Company, our services and other matters and for complying with our disclosure obligations under Regulation FD.
Further corporate governance information, including our corporate governance guidelines and code of business conduct and ethics, is also available on our investor relations website under the heading "Corporate Governance." The contents of our acquisitionwebsites and the social media channels identified above are not intended to be incorporated by reference into this Quarterly Report on Form 10-Q or in any other report or document we file with the SEC, and any references to our websites are intended to be inactive textual references only.

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Table of SendGrid, we assumed a non-cancelable cloud services vendor contract that as of June 30, 2019, had a remaining value of $21.8 million and a remaining term of 2.9 years.Contents


Item 3. Quantitative and Qualitative Disclosures about Market Risk
We are exposed to certain market risks in the ordinary course of our business. These risks primarily include interest ratebusiness, including sensitivities as follows:
Interest Rate Risk
We had cash and cash equivalents of $535.9$475.7 million and marketable securities of $1,346.4$1,427.6 million as of June 30, 2019.2020. Cash and cash equivalents consist of bank deposits and money market funds. Marketable securities consist primarily of U.S. treasury securities and high credit quality corporate debt securities. The cash and cash equivalents and marketable securities are held for working capital purposes. Such interest‑earninginterest-earning instruments carry a degree of interest rate risk. To date, fluctuations in interest income have not been significant. The primary objective of our investment activities is to preserve principal while maximizing income without significantly increasing risk. We do not enter into investments for trading or speculative purposes and have not used any derivative financial instruments to manage our interest rate risk exposure. Due to the short‑termshort-term nature of our investments, we have not been exposed to, nor do we anticipate being exposed to, material risks due to changes in interest rates. A hypothetical 10% change in interest rates during any of the periods presented would not have had a material impact on our unaudited condensed consolidated financial statements.
In May 2018, we issued $550.0 million aggregate principal amount of Notes. The fair market value of the Notes is affected by our stock price. The fair value of the Notes will generally increase as our common stock price increases and will generally decrease as our common stock price declines in value. In addition, the fair market value of the Notes is exposed to interest rate risk. Generally, the fair market value of our fixed interest rate Notes will increase as interest rates fall and decrease as interest rates rise. Additionally, on our balance sheet we carry the Notes at face value less unamortized discount and debt issuance cost, and we present the fair value for required disclosure purposes only.
Currency Exchange Risks
The functional currency of our foreign subsidiaries is the U.S. dollar. The local currencies of our foreign subsidiaries are the Australian dollar, the Bermuda dollar, the Brazilian real, British pound, the ColombianColumbian peso, the Czech Republic koruna, the Euro,euro, the Hong Kong dollar, the Indian rupee, the Japanese yen, the Singapore dollar and the Swedish krona.
Our subsidiaries remeasure monetary assets and liabilities at period-end exchange rates, while non-monetary items are remeasured at historical rates. Revenue and expense accounts are remeasured at the average exchange rate in effect during the year. If there is a change in foreign currency exchange rates, the conversion of our foreign subsidiaries’ financial statements into U.S. dollars would result in a realized gain or loss which is recorded in our unaudited condensed consolidated statements of operations. We do not currently engage in any hedging activity to reduce our potential exposure to currency fluctuations, although we may choose to do so in the future. A hypothetical 10% change in foreign exchange rates during any of the periods presented would not have had a material impact on our unaudited condensed consolidated financial statements.
Item 4. Controls and Procedures

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(a) Evaluation of Disclosure Controls and Procedures
Our management, with the participation of our Chief Executive Officer and Chief Financial Officer, has evaluated the effectiveness of our disclosure controls and procedures (as defined in Rules 13a‑15(e)13a-15(e) and 15d‑15(e)15d-15(e) under the Exchange Act), as of the end of the period covered by this Quarterly Report on Form 10‑Q.10-Q.
Based on this evaluation, our Chief Executive Officer and Chief Financial Officer concluded that, as of June 30, 2019,2020, our disclosure controls and procedures were effective to provide reasonable assurance that information we are required to disclose in reports that we file or submit under the Exchange Act is recorded, processed, summarized, and reported within the time periods specified in the SEC’sSEC's rules and forms, and that such information is accumulated and communicated to our management, including our Chief Executive Officer and Chief Financial Officer, as appropriate, to allow timely decisions regarding required disclosures.
(b) Changes in Internal Control
There were no changes in our internal control over financial reporting in connection with the evaluation required by Rules 13a-15(d)Rule 13a-15 (d) and 15d-15(d)15d-15 (d) of the Exchange Act that occurred during the period covered by this Quarterly Report on Form 10-Q that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.
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(c) Inherent Limitations on Effectiveness of Controls
Our management, including our Chief Executive Officer and Chief Financial Officer, does not expect that our disclosure controls and procedures or our internal control over financial reporting will prevent or detect all errors and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, within the Company have been detected. The design of any system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions. Over time, controls may become inadequate because of changes in conditions, or the degree of compliance with the policies or procedures may deteriorate. Because of the inherent limitations in a cost‑effectivecost-effective control system, misstatements due to error or fraud may occur and not be detected.

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PART II - OTHER INFORMATION
Item 1. Legal Proceedings
On April 30, 2015 and March 28, 2016, Telesign Corporation (“Telesign”) filed lawsuits (which were subsequently consolidated) against us in the United States District Court, Central District of California (“Telesign I/II”). Telesign alleges in Telesign I/II that we are infringing four U.S. patents that it holds: U.S. Patent No. 7,945,034 (“034”), U.S. Patent No. 8,462,920 (“920”), U.S. Patent No. 8,687,038 (“038”) and U.S. Patent No. 9,300,792 (“792”). The consolidated Telesign I/II actions have been transferred to the United States District Court, Northern District. The patent infringement allegations in the lawsuit relate to our two‑factor authentication use case, Authy, and an API tool to find information about a phone number. Telesign seeks, among other things, to enjoin us from allegedly infringing the patents, along with damages for lost profits and damages based on a reasonable royalty.
On March 8, 2017, in responseRefer to a petition by us, the U.S. Patent and Trademark Officer (“PTO”) issued an order instituting an inter partes review for the ‘792 patent. On March 6, 2018, the PTO found all claims challenged by us in the inter partes review unpatentable. Telesign did not appeal the PTO's decision and it is final. On October 19, 2018, the district court granted our motion that all remaining asserted claimsNote 11(b) of the asserted patents are invalid under 35 U.S.C. § 101 and entered judgment in our favor. On November 8, 2018, Telesign appealed the judgment to the United States Court of Appeals for the Federal Circuit where the case is now pending. Based on, among other things, final judgment being entered by the district court in our favor, we do not believe a loss is reasonably possible or estimable.
On December 1, 2016, we filed a patent infringement lawsuit against Telesign in the United States District Court, Northern District of California (“Telesign III”), alleging infringement of United States Patent No. 8,306,021 (“021”), United States Patent No. 8,837,465 (“465”), United States Patent No. 8,755,376 (“376”), United States Patent No. 8,736,051 (“051”), United States Patent No. 8,737,962 (“962”), United States Patent No. 9,270,833 (“833”), and United States Patent No. 9,226,217 (“217”). Telesign filed a motion to dismiss the complaint on January 25, 2017. In two orders, issued on March 31, 2017 and April 17, 2017, the court granted Telesign’s motion to dismiss with respect to the ‘962, ‘833, ‘051 and ‘217 patents, but denied Telesign’s motion to dismiss as to the ‘021, ‘465 and ‘376 patents. On August 23, 2017, Telesign petitioned the U.S. Patent and Trademark Office (“U.S. PTO”) for inter partes review of the ‘021, ‘465, and ‘376 patents. On March 9, 2018, the PTO denied Telesign’s petition for inter partes review of the ‘021 patent and granted Telesign’s petitions for inter partes review of the ‘465 and ‘376 patents. On March 6, 2019, the PTO found all claims challenged by Telesign in the inter partes review unpatentable. We have appealed the decisions to the United States Court of Appeals for the Federal Circuit. Telesign III is currently stayed pending resolution of the inter partes reviews (and appeals from them) of the ‘465 and ‘376 patents. We are seeking a judgment of infringement, a judgment of willful infringement, monetary and injunctive relief, enhanced damages, and an award of costs and expenses against Telesign.
On February 18, 2016, a putative class action complaint was filed in the Alameda County Superior Court in California, entitled Angela Flowers v. Twilio Inc. The complaint alleges that our products permit the interception, recording and disclosure of communications at a customer’s request and are in violation of the California Invasion of Privacy Act. The complaint seeks injunctive relief as well as monetary damages. On January 2, 2018, the court issued an order granting in part and denying in part the plaintiff’s class certification motion. The court certified two classes of individuals who, during specified time periods, allegedly sent or received certain communications involving the accounts of three of our customers that were recorded. Following mediation, on January 7, 2019, the parties signed a long‑form settlement agreement, providing for a payment of $10 million into a common fund and injunctive relief involving certain updates to Twilio’s Acceptable Use Policy and customer documentation. On January 15, 2019, the court entered an order granting preliminary approval of the settlement, and the parties signed an amended settlement agreement to conform to the court’s order. The court entered a final order and judgment approving the settlement on June 17, 2019. A final compliance hearing has been scheduled for February 25, 2020. Given insurance coverage, we continue to estimate our potential liability in the Flowers matter to be $1.7 million and carry this reserved amount in our unaudited condensed consolidated balance sheet as of June 30, 2019, presentedfinancial statements included elsewhere in this Quarterly Report on Form 10‑Q.10-Q for a description of our current material legal proceedings.
On September 1, 2015, Twilio was named as a defendant in a First Amended Complaint in a putative class action captioned Jeremy Bauman v. David Saxe, et al. pending in the United States District Court, District of Nevada relating to the alleged sending of unsolicited text messages to the plaintiffs and putative class members. The Company filed a motion to dismiss, which was granted, and on September 20, 2016 the plaintiff filed a Second Amended Complaint with additional allegations that the Company violated the Telephone Consumer Protection Act (“TCPA”), and the Nevada Deceptive Trade Practices Act (“NDTPA”), NRS 41.600(2)(e). On January 10, 2019, the court granted Plaintiffs’ motion for class certification under the TCPA and denied plaintiff’s request to certify a class under the NDTPA. On February 13, 2019, the court issued an order denying Twilio’s motion to dismiss as to Plaintiffs’ TCPA claim and granting dismissal as to Plaintiffs’ NDTPA claim. On

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February 22, 2019 the court stayed the case and directed all parties to mediation, which was conducted on May 15, 2019. On May 17, 2019, the original defendants (the “Saxe Defendants”) and we entered into an agreement, which among other things, obligates the Saxe Defendants to fully fund all monetary and non-monetary aspects of the settlement of the matter and to obtain the dismissal of the plaintiffs’ and the class’s claims against us with prejudice. On May 22, 2019 the plaintiffs and the Saxe Defendants filed a motion to stay the case noting that they had reached agreement on the material terms of a settlement and needed additional time to draft a settlement agreement for submission to the court for review and approval. We did not oppose that motion. Plaintiffs and the Saxe Defendants continue to negotiate an agreement for submittal to the court. Based on, among other things, our agreement with the Saxe Defendants, we do not believe a loss is reasonably possible or estimable. We intend to vigorously defend ourselves and believe we have meritorious defenses to this lawsuit.
In addition to the litigation discussed above, from time to time, we may be subject to legal actions and claims in the ordinary course of business. We have received, and may in the future continue to receive, claims from third parties asserting, among other things, infringement of their intellectual property rights. Future litigation may be necessary to defend ourselves, our partners and our customers by determining the scope, enforceability and validity of third‑party proprietary rights, or to establish our proprietary rights. The results of any current or future litigation cannot be predicted with certainty, and regardless of the outcome, litigation can have an adverse impact on us because of defense and settlement costs, diversion of management resources, and other factors.
Item 1A. Risk Factors
A description of the risks and uncertainties associated with our business is set forth below. You should carefully consider the risks and uncertainties described below, together with all of the other information in this Quarterly Report on Form 10-Q, including Part I, Item 2, “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and our condensed consolidated financial statements and related notes appearing elsewhere in this Quarterly Report on Form 10-Q. The risks and uncertainties described below may not be the only ones we face. If any of the risks actually occur, our business, financial condition, results of operations and prospects could be materially and adversely affected. In that event, the market price of our Class A common stock could decline.
Risks Related to Our Business and Our Industry
The global COVID-19 pandemic may adversely impact our business, results of operations and financial performance.
The COVID-19 pandemic and efforts to control its spread have significantly curtailed the movement of people, goods and services worldwide, including in most or all of the regions in which we sell our products and services and conduct our business operations. While the duration and severity of the COVID-19 outbreak and the degree of its impact on our business continues to be uncertain and difficult to predict, compliance with social distancing and shelter-in-place measures have impacted our day-to-day operations. Like many other companies, including our customers and prospects, our employees continue to work from home and we have restricted all business travel for the time being. Additionally, in response to the COVID-19 pandemic, we postponed SIGNAL, our annual developer and customer conference, to September 30, 2020, and will be converting it to a virtual event. We have also cancelled or shifted other planned events to virtual-only experiences and we may deem it advisable to similarly alter, postpone or cancel entirely additional customer, employee or industry events in the future.
The continued spread of COVID-19 has had an adverse impact on the business of some of our customers while other customers in certain industries have seen an increase in customer demand. COVID-19 could still have an adverse impact on our and third-party business partners. The continuing crisis could also potentially lead to an ongoing global economic downturn, which could result in constrained supply or reduced customer demand and willingness to enter into or renew contracts with us, any of which could materially and adversely impact our business, results of operations and overall financial performance in future periods. Specifically, we typically enter into multi-year, minimum commitment arrangements with our customers. If customers fail to pay us or reduce their spending with us, we may be adversely affected by an inability to collect amounts due, the cost of enforcing the terms of our contracts, including litigation, or a reduction in revenue. We may also experience impact from delayed sales cycles, including customers and prospective customers delaying contract signing or contract renewals, or reducing budgets or minimum commitments related to the product and services that we offer. In addition, as companies transition to supporting a fully remote workforce and as individuals increasingly utilize voice, video and messaging for their communication needs, there will be increased strain and demand for telecommunications infrastructure, including our voice, video and messaging products. Supporting increased demand will require us to make additional investments to increase network capacity, the availability of which may be limited. For example, if the data centers that we rely on for our cloud infrastructure
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and the network service providers that we interconnect with are unable to keep up with capacity needs or if governmental or regulatory authorities determine to limit our bandwidth, customers may experience delays, interruptions or outages in service. From time to time, including during the COVID-19 pandemic, our data center suppliers and our network service providers have had some outages which resulted in disruptions to service for some of our customers. In certain jurisdictions, governmental and regulatory authorities had announced that during the COVID-19 pandemic, telecommunications operators' implementation of traffic management measures may be justified to avoid network congestion. Such traffic management measures could result in customers experiencing delays, interruptions or outages in services. Any of these events could harm our reputation, erode customer trust, cause customers to stop using our products, impair our ability to increase revenue from existing customers, impair our ability to grow our customer base, subject us to financial penalties and liabilities under our service level agreements and otherwise harm our business, results of operations and financial condition.
Changes to consumer behavior may also affect customers who use our products and services for confirmations, notifications, and related use cases. For example, in the three months ended June 30, 2020, we continued to experience increased usage of our platform in industries such as healthcare, education, consumer on-demand and retail as well as declines in usage versus pre-COVID-19 levels, with a slight rebound from the previous quarter, from customers in the travel, hospitality and ridesharing industries. It has been and, until the COVID-19 pandemic is contained, will continue to be more difficult for us to forecast usage levels and predict revenue trends.
Additionally the COVID-19 pandemic has adversely affected global economic and market conditions, which are likely to continue for an extended period, and which could result in decreased business spending by our customers and prospective customers, reduced demand for our solutions, longer sales cycles and lower renewal rates by our customers, all of which could have a material adverse impact on our business operations and financial condition. While we have developed and continue to develop plans to help mitigate the potential negative impact of the outbreak on our business, these efforts may not be effective and a protracted economic downturn may limit the effectiveness of our mitigation efforts.
The market for our products and platform is new and unproven, may decline or experience limited growth and is dependent in part on developers continuing to adopt our platform and use our products.
We were founded in 2008, and we have been developing and providing a cloud‑basedcloud-based platform that enables developers and organizations to integrate voice, messaging, video and email communications capabilities into their software applications. This market is relatively new and unproven and is subject to a number of risks and uncertainties. We believe that our revenue currently constitutes a significant portion of the total revenue in this market, and therefore, we believe that our future success will depend in large part on the growth, if any, of this market. The utilization of APIs by developers and organizations to build communications functionality into their applications is still relatively new, and developers and organizations may not recognize the need for, or benefits of, our products and platform. Moreover, if they do not recognize the need for and benefits of our products and platform, they may decide to adopt alternative products and services to satisfy some portion of their business needs. In order to grow our business and extend our market position, we intend to focus on educating developers and other potential customers about the benefits of our products and platform, expanding the functionality of our products and bringing new technologies to market to increase market acceptance and use of our platform. Our ability to expand the market that our products and platform address depends upon a number of factors, including the cost, performance and perceived value associated with such products and platform. The market for our products and platform could fail to grow significantly or there could be a reduction in demand for our products as a result of a lack of developer acceptance, technological challenges, competing products and services, decreases in spending by current and prospective customers, weakening economic conditions and other causes. If our market does not experience significant growth or demand for our products decreases, then our business, results of operations and financial condition could be adversely affected.

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We have experienced rapid growth and expect our growth to continue, and if we fail to effectively manage our growth, then our business, results of operations and financial condition could be adversely affected.
We have experienced substantial growth in our business since inception. For example, our headcount has grown from 1,119 employees on June 30, 2018 to 2,369 employees on June 30, 2019.2019 to 3,284 employees on June 30, 2020 and have moved to a virtual on-boarding process since the imposition of COVID-19 restrictions on certain business activities. In addition, we are rapidly expanding our international operations. Our international headcount grew from 249 employees as of June 30, 2018 to 486 employees as of June 30, 2019.2019 to 924 employees as of June 30, 2020. We expect to continue to expand our international operations in the future. We have also experienced significant growth in the number of customers, usage and amount of data that our platform and associated infrastructure support. This growth has placed and may continue to place significant demands on our corporate culture, operational infrastructure and management.
We believe that our corporate culture has been a critical component of our success. We have invested substantial time and resources in building our team and nurturing our culture. As we expand our business in the U.S. and non-U.S. regions and
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mature as a public company, we may find it difficult to maintain our corporate culture while managing this growth. Any failure to manage our anticipated growth and organizational changes in a manner that preserves the key aspects of our culture could hurt our chance for future success, including our ability to recruit and retain personnel, and effectively focus on and pursue our corporate objectives. This, in turn, could adversely affect our business, results of operations and financial condition.
In addition, in order to successfully manage our rapid growth,as we have rapidly grown, our organizational structure has become more complex. In order to manage these increasing complexities, we will need to continue to scale and adapt our operational, financial and management controls, as well as our reporting systems and procedures. The expansion of our systems and infrastructure will require us to commit substantial financial, operational and management resources before our revenue increases and without any assurances that our revenue will increase.
Finally, continuedif this growth continues, it could strain our ability to maintain reliable service levels for our customers. If we fail to achieve the necessary level of efficiency in our organization as we grow, then our business, results of operations and financial condition could be adversely affected.
Our quarterly results may fluctuate, and if we fail to meet securities analysts’ and investors’ expectations, then the trading price of our Class A common stock and the value of your investment could decline substantially.
Our results of operations, including the levels of our revenue, cost of revenue, gross margin and operating expenses, have fluctuated from quarter to quarter in the past and may continue to vary significantly in the future. These fluctuations are a result of a variety of factors, many of which are outside of our control, including general market volatility caused by the COVID-19 pandemic, and may be difficult to predict and may or may not fully reflect the underlying performance of our business. If our quarterly results of operations or forward-looking quarterly and annual financial guidance fall below the expectations of investors or securities analysts, then the trading price of our Class A common stock could decline substantially. Some of the important factors that may cause our results of operations to fluctuate from quarter to quarter include:
the impact of COVID-19 on our customers, our pace of hiring and the global economy in general;
our ability to retain and increase revenue from existing customers and attract new customers;
fluctuations in the amount of revenue from our VariableActive Customer Accounts and our larger Base Customer Accounts;
our ability to attract and retain enterprises and international organizations as customers;
our ability to introduce new products and enhance existing products;
competition and the actions of our competitors, including pricing changes and the introduction of new products, services and geographies;
changes in laws, industry standards, regulations or regulatory enforcement in the United States or internationally, the General Data Protection Regulation (“GDPR”), the California Consumer Privacy Act of 2018 and other privacy regulations that may be implemented in the future, including the Schrems II decision invalidating the EU-U.S. Privacy Shield, SHAKEN/STIR and other robocalling prevention and anti-spam standards and increased costs associated with such compliance, as well as enhanced Know-Your-Client processes that impact our ability to market, sell or deliver our products;
the number of new employees;
changes in network service provider fees that we pay in connection with the delivery of communications on our platform;
changes in cloud infrastructure fees that we pay in connection with the operation of our platform;
changes in our pricing as a result of our optimization efforts or otherwise;

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reductions in pricing as a result of negotiations with our larger customers;
the rate of expansion and productivity of our sales force, including our enterprise sales force, which has been a focus of our recent expansion efforts;
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changes in the size and complexity of our customer relationships;
the length and complexity of the sales cycle for our services, especially for sales to larger enterprises, government and regulated organizations;
change in the mix of products that our customers use;
change in the revenue mix of U.S. and international products;
changes in laws, industry standards, regulations or regulatory enforcement, in the United States or internationally, that impact our ability to market, sell or deliver our products;
the amount and timing of operating costs and capital expenditures related to the operations and expansion of our business, including investments in our international expansion;expansion, additional systems and processes and research and development of new products and services;
significant security breaches of, technical difficulties with, or interruptions to, the delivery and use of our products on our platform;
the timing of customer payments and any difficulty in collecting accounts receivable from customers;
general economic conditions that may adversely affect a prospective customer’s ability or willingness to adopt our products, delay a prospective customer’s adoption decision, reduce the revenue that we generate from the use of our products or affect customer retention;
changes in foreign currency exchange rates;rates and our ability to effectively hedge our foreign currency exposure;
extraordinary expenses such as litigation or other dispute‑relateddispute-related settlement payments;
sales tax and other tax determinations by authorities in the jurisdictions in which we conduct business;
the impact of new accounting pronouncements;
expenses in connection with mergers, acquisitions or other strategic transactions;transactions and the follow-on costs of integration; and
our ability to realize the anticipated benefits from the acquisition of SendGrid, including the ability to retain SendGrid customers and to cross-sell additional products; and
fluctuations in stock‑basedstock-based compensation expense.
The occurrence of one or more of the foregoing and other factors may cause our results of operations to vary significantly. As such, we believe that quarter‑to‑quarterquarter-to-quarter comparisons of our results of operations may not be meaningful and should not be relied upon as an indication of future performance. In addition, a significant percentage of our operating expenses is fixed in nature and is based on forecasted revenue trends. Accordingly, in the event of a revenue shortfall, we may not be able to mitigate the negative impact on our income (loss) and margins in the short term. If we fail to meet or exceed the expectations of investors or securities analysts, then the trading price of our Class A common stock could fall substantially, and we could face costly lawsuits, including securities class action suits.
Additionally, global pandemics such as COVID-19 as well as certain large scale events, such as major elections and sporting events, can significantly impact usage levels on our platform, which could cause fluctuations in our results of operations. We expect that significantly increased usage of all communications platforms, including ours, during certain seasonal and one‑timeone-time events could impact delivery and quality of our products during those events. We also tend to experience increased expenses in connection with the hosting of SIGNAL, our customer and developer conference, which we hosted in the fourththird quarter of 20182019 and plan to host annually.annually, including this year on a virtual basis, from September 30 to October 1. Such annual and one‑timeone-time events may cause fluctuations in our results of operations and may impact both our revenue and operating expenses.

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If we are not able to maintain and enhance our brand and increase market awareness of our company and products, then our business, results of operations and financial condition may be adversely affected.
We believe that maintaining and enhancing the “Twilio” brand identity and increasing market awareness of our company and products, particularly among developers, is critical to achieving widespread acceptance of our platform, to strengthen our relationships with our existing customers and to our ability to attract new customers. The successful promotion of our brand will depend largely on our continued marketing efforts, our ability to continue to offer high quality products, our ability to be thought leaders in the cloud communications market and our ability to successfully differentiate our products and platform from competing products and services. Our brand promotion and thought leadership activities may not be successful or yield increased revenue. In addition, independent industry analysts often provide reviews of our products and competing products and services, which may significantly influence the perception of our products in the marketplace. If these reviews are negative or not as strong as reviews of our competitors’ products and services, then our brand may be harmed.
From time to time, our customers have complained about our products, such as complaints about our pricing and customer support. If we do not handle customer complaints effectively, then our brand and reputation may suffer, our customers may lose confidence in us and they may reduce or cease their use of our products. In addition, many of our customers post and discuss on social media about Internet‑basedInternet-based products and services, including our products and platform. Our success depends, in part, on our ability to generate positive customer feedback and minimize negative feedback on social media channels where existing and potential customers seek and share information. If actions we take or changes we make to our products or platform upset these customers, then their online commentary could negatively affect our brand, reputation and customer trust. Complaints or negative publicity about us, our products or our platform could materially and adversely impact our ability to attract and retain customers, our business, results of operations and financial condition.
The promotion of our brand also requires us to make substantial expenditures, and we anticipate that these expenditures will increase as our market becomes more competitive and as we expand into new markets. To the extent that these activities increase revenue, this revenue still may not be enough to offset the increased expenses we incur. In addition, due to restrictions on travel and in-person meetings as a result of the on-going COVID-19 pandemic, we have postponed SIGNAL, our annual developer and customer conference, to September 30, 2020 and converted it to a virtual event. We have also cancelled or shifted other planned events to virtual-only experiences and may determine to alter, postpone or cancel additional customer, employee or industry events in the future. We have typically relied on marketing and promotional events such as SIGNAL and in-person meetings to facilitate customer sign-ups and generate leads for potential customers and we cannot predict whether virtual marketing events and phone or virtual sales interactions will be as successful as in-person events and meetings or, for how long, or the extent to which the COVID-19 pandemic may continue to constrain our marketing, promotional and sales activities. If we do not successfully maintain and enhance our brand, then our business may not grow, we may see our pricing power reduced relative to competitors and we may lose customers, all of which would adversely affect our business, results of operations and financial condition.
Our business depends on customers increasing their use of our products, and any loss of customers or decline in their use of our products could materially and adversely affect our business, results of operations and financial condition.
Our ability to grow and generate incremental revenue depends, in part, on our ability to maintain and grow our relationships with existing customers (including any customers acquired in connection with our acquisitions) and to have them increase their usage of our platform. If our customers do not increase their use of our products, then our revenue may decline, and our results of operations may be harmed. Customers are charged based on the usage of our products. Most of our customers do not have long‑termlong-term contractual financial commitments to us and, therefore, most of our customers may reduce or cease their use of our products at any time without penalty or termination charges. Customers may terminate or reduce their use of our products for any number of reasons, including if they are not satisfied with our products, the value proposition of our products or our ability to meet their needs and expectations. We cannot accurately predict customers’ usage levels and the loss of customers or reductions in their usage levels of our products may each have a negative impact on our business, results of operations and financial condition and may cause our Dollar‑BasedDollar-Based Net Expansion Rate to decline in the future if customers are not satisfied with our products, the value proposition of our products or our ability to meet their needs and expectations. If a significant number of customers cease using, or reduce their usage of our products, then we may be required to spend significantly more on sales and marketing than we currently plan to spend in order to maintain or increase revenue from customers. Such additional sales and marketing expenditures could adversely affect our business, results of operations and financial condition.
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If we are unable to attract new customers in a cost‑effectivecost-effective manner, then our business, results of operations and financial condition would be adversely affected.
In order to grow our business, we must continue to attract new customers in a cost‑effectivecost-effective manner. We use a variety of marketing channels to promote our products and platform, such as developer events and developer evangelism, as well as search engine marketing and optimization. We periodically adjust the mix of our other marketing programs such as regional customer events, email campaigns, billboard advertising and public relations initiatives. If the costs of the marketing channels we use increase dramatically, then we may choose to use alternative and less expensive channels, which may not be as effective as the channels we currently use. As we add to or change the mix of our marketing strategies, we may need to expand into more expensive channels than those we are currently in, which could adversely affect our business, results of operations and financial

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condition. We will incur marketing expenses before we are able to recognize any revenue that the marketing initiatives may generate, and these expenses may not result in increased revenue or brand awareness. We have made in the past, and may make in the future, significant expenditures and investments in new marketing campaigns, and we cannot guarantee that any such investments will lead to the cost‑effectivecost-effective acquisition of additional customers. We also cannot guarantee that our current or future marketing efforts will be as effective in attracting new or existing customers to purchase products historically offered by SendGrid. If we are unable to maintain effective marketing programs, then our ability to attract new customers could be materially and adversely affected, our advertising and marketing expenses could increase substantially, and our results of operations may suffer.
If we do not develop enhancements to our products and introduce new products that achieve market acceptance, our business, results of operations and financial condition could be adversely affected.
Our ability to attract new customers and increase revenue from existing customers depends in part on our ability to enhance and improve our existing products, increase adoption and usage of our products and introduce new products. The success of any enhancements or new products depends on several factors, including timely completion, adequate quality testing, actual performance quality, market‑acceptedmarket-accepted pricing levels and overall market acceptance. Enhancements and new products that we develop may not be introduced in a timely or cost‑effectivecost-effective manner, may contain errors or defects, may have interoperability difficulties with our platform or other products or may not achieve the broad market acceptance necessary to generate significant revenue. Furthermore, our ability to increase the usage of our products depends, in part, on the development of new use cases for our products, which is typically driven by our developer community and may be outside of our control. We also have invested, and may continue to invest, in the acquisition of complementary businesses, technologies, services, products and other assets that expand the products that we can offer our customers. We may make these investments without being certain that they will result in products or enhancements that will be accepted by existing or prospective customers. Our ability to generate usage of additional products by our customers may also require increasingly sophisticated and more costly sales efforts and result in a longer sales cycle. If we are unable to successfully enhance our existing products to meet evolving customer requirements, increase adoption and usage of our products, develop new products, or if our efforts to increase the usage of our products are more expensive than we expect, then our business, results of operations and financial condition would be adversely affected.
The market in which we participate is intensely competitive, and if we do not compete effectively, our business, results of operations and financial condition could be harmed.
The market for cloud communications is rapidly evolving, significantly fragmented and highly competitive, with relatively low barriers to entry in some segments. The principal competitive factors in our market include completeness of offering, credibility with developers, global reach, ease of integration and programmability, product features, platform scalability, reliability, deliverability, security and performance, brand awareness and reputation, the strength of sales and marketing efforts, customer support, as well as the cost of deploying and using our products. Our competitors fall into four primary categories:
legacy on‑premiseon-premise vendors, such as Avaya and Cisco;
regional network service providers that offer limited developer functionality on top of their own physical infrastructure;
smaller software companies that compete with portions of our product line; and
software‑as‑a‑servicesoftware-as a-service (“SaaS”) companies and cloud platform vendors that offer prepackaged applications and platforms.
Some of our competitors and potential competitors are larger and have greater name recognition, longer operating histories, more established customer relationships, larger budgets and significantly greater resources than we do. In addition,
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they have the operating flexibility to bundle competing products and services at little or no perceived incremental cost, including offering them at a lower price as part of a larger sales transaction. As a result, our competitors may be able to respond more quickly and effectively than we can to new or changing opportunities, technologies, standards or customer requirements. In addition, some competitors may offer products or services that address one or a limited number of functions at lower prices, with greater depth than our products or in different geographies. Our current and potential competitors may develop and market new products and services with comparable functionality to our products, and this could lead to us having to decrease prices in order to remain competitive. Customers utilize our products in many ways and use varying levels of functionality that our products offer or are capable of supporting or enabling within their applications. Customers that use many of the features of our

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products or use our products to support or enable core functionality for their applications may have difficulty or find it impractical to replace our products with a competitor’s products or services, while customers that use only limited functionality may be able to more easily replace our products with competitive offerings. Our customers also may choose to build some of the functionality our products provide, which may limit or eliminate their demand for our products.
With the introduction of new products and services and new market entrants, we expect competition to intensify in the future. In addition, some of our customers may choose to use our products and our competitors’ products at the same time. Further, customers and consumers may choose to adopt other forms of electronic communications or alternative communication platforms.
Moreover, as we expand the scope of our products, we may face additional competition. If one or more of our competitors were to merge or partner with another of our competitors, the change in the competitive landscape could also adversely affect our ability to compete effectively. In addition, some of our competitors have lower list prices than us, which may be attractive to certain customers even if those products have different or lesser functionality. If we are unable to maintain our current pricing due to competitive pressures, our margins will be reduced and our business, results of operations and financial condition would be adversely affected. In addition, pricing pressures and increased competition generally could result in reduced revenue, reduced margins, increased losses or the failure of our products to achieve or maintain widespread market acceptance, any of which could harm our business, results of operations and financial condition.
We have a history of losses and we are uncertain about our future profitability.
We have incurred net losses in each year since our inception, including net losses of $92.6$194.7 million, $121.9$307.1 million and $63.7$121.9 million in the threesix months ended June 30, 2019,2020 and the years ended December 31, 20182019 and 2017,2018, respectively. We had an accumulated deficit of $500.8$873.5 million as of June 30, 2019.2020. We expect to continue to expend substantial financial and other resources on, among other things:
investments in our engineering team, improvements in security and data protection, the development of new products, features and functionality and enhancements to our platform;
sales and marketing, including the continued expansion of our direct sales organization and marketing programs, especially for enterprises and for organizations outside of the United States, and expanding our programs directed at increasing our brand awareness among current and new developers;
expansion of our operations and infrastructure, both domestically and internationally; and
general administration, including legal, accounting and other expenses related to being a public company.
These investments may not result in increased revenue or growth of our business. We also expect that our revenue growth rate will decline over time. Accordingly, we may not be able to generate sufficient revenue to offset our expected cost increases and achieve and sustain profitability. If we fail to achieve and sustain profitability, then our business, results of operations and financial condition would be adversely affected.
If we are unable to increase adoption of our products by enterprises, our business, results of operations and financial condition may be adversely affected.
Historically, we have relied on the adoption of our products by software developers through our self‑serviceself-service model for a significant majority of our revenue, and we currently generate only a small portion of our revenue from enterprise customers. Our ability to increase our customer base, especially among enterprises, and achieve broader market acceptance of our products will depend, in part, on our ability to effectively organize, focus and train our sales and marketing personnel. We have limited experience selling to enterprises and only recently established an enterprise‑focusedenterprise-focused sales force.
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Our ability to convince enterprises to adopt our products will depend, in part, on our ability to attract and retain sales personnel with experience selling to enterprises. We believe that there is significant competition for experienced sales professionals with the skills and technical knowledge that we require. Our ability to achieve significant revenue growth in the future will depend, in part, on our ability to recruit, train and retain a sufficient number of experienced sales professionals, particularly those with experience selling to enterprises. In addition, even if we are successful in hiring qualified sales personnel, new hires require significant training and experience before they achieve full productivity, particularly for sales efforts targeted at enterprises and new territories. Our recent hires and planned hires may not become as productive as quickly as we expect, and we may be unable to hire or retain sufficient numbers of qualified individuals in the future in the markets

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where we do business. Because we do not have a long history of targeting our sales efforts at enterprises, we cannot predict whether, or to what extent, our sales will increase as we organize and train our sales force or how long it will take for sales personnel to become productive.
As we seek to increase the adoption of our products by enterprises, including products like Flex, which is primarily aimed at complex contact center implementations at larger companies, we expect to incur higher costs and longer sales cycles. In the enterprise market segment, the decision to adopt our products may require the approval of multiple technical and business decision makers, including legal, security, compliance, procurement, operations and IT. In addition, while enterprise customers may quickly deploy our products on a limited basis, before they will commit to deploying our products at scale, they often require extensive education about our products and significant customer support time, engage in protracted pricing negotiations and seek to secure readily available development resources. In addition, sales cycles for enterprises are inherently more complex and less predictable than the sales through our self‑serviceself-service model, and some enterprise customers may not use our products enough to generate revenue that justifies the cost to obtain such customers. In addition, these complex and resource intensive sales efforts could place additional strain on our product and engineering resources. Further, enterprises, including some of our customers, may choose to develop their own solutions that do not include our products. They also may demand reductions in pricing as their usage of our products increases, which could have an adverse impact on our gross margin. As a result of our limited experience selling and marketing to enterprises, our efforts to sell to these potential customers may not be successful. If we are unable to increase the revenue that we derive from enterprises, then our business, results of operations and financial condition may be adversely affected.
If we are unable to expand our relationships with existing technology partner customers and add new technology partner customers, our business, results of operations and financial condition could be adversely affected.
We believe that the continued growth of our business depends in part upon developing and expanding strategic relationships with technology partner customers. Technology partner customers embed our software products in their solutions, such as software applications for contact centers and sales force and marketing automation, and then sell such solutions to other businesses. When potential customers do not have the available developer resources to build their own applications, we refer them to either our technology partners who embed our products in the solutions that they sell to other businesses or our consulting partners who provide consulting and development services for organizations that have limited software development expertise to build our platform into their software applications.
As part of our growth strategy, we intend to expand our relationships with existing technology partner customers and add new technology partner customers. If we fail to expand our relationships with existing technology partner customers or establish relationships with new technology partner customers in a timely and cost‑effectivecost-effective manner, or at all, then our business, results of operations and financial condition could be adversely affected. Additionally, even if we are successful at building these relationships but there are problems or issues with integrating our products into the solutions of these customers, our reputation and ability to grow our business may be harmed.
We rely upon Amazon Web Services to operate our platform, and any disruption of or interference with our use of Amazon Web Services would adversely affect our business, results of operations and financial condition.
We outsource a substantial majority of our cloud infrastructure to Amazon Web Services (“AWS”), which hosts our products and platform. Our customers need to be able to access our platform at any time, without interruption or degradation of performance. AWS runs its own platform that we access, and we are, therefore, vulnerable to service interruptions at AWS. We have experienced, and expect that in the future we may experience interruptions, delays and outages in service and availability due to a variety of factors, including infrastructure changes, human or software errors, website hosting disruptions and capacity constraints. Capacity constraints could be due to a number of potential causes, including technical failures, natural disasters, pandemics such as COVID-19, fraud or security attacks. For instance, in September 2015, AWS suffered a significant outage that had a widespread impact on the ability of our customers to use several of our products.products and from time to time since then, we have experienced some outages which resulted in disruptions to service for some of our customers. In addition, if our security, or that of AWS, is compromised, or our products or platform are unavailable or our users are unable to use our products within
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a reasonable amount of time or at all, then our business, results of operations and financial condition could be adversely affected. In some instances, we may not be able to identify the cause or causes of these performance problems within a period of time acceptable to our customers. It may become increasingly difficult to maintain and improve our platform performance, especially during peak usage times, as our products become more complex and the usage of our products increases. To the extent that we do not effectively address capacity constraints, either through AWS or alternative providers of cloud infrastructure, our business, results of operations and financial condition may be adversely affected. In addition, any changes in service levels from AWS may adversely affect our ability to meet our customers’ requirements.

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The substantial majority of the services we use from AWS are for cloud‑basedcloud-based server capacity and, to a lesser extent, storage and other optimization offerings. AWS enables us to order and reserve server capacity in varying amounts and sizes distributed across multiple regions. We access AWS infrastructure through standard IP connectivity. AWS provides us with computing and storage capacity pursuant to an agreement that continues until terminated by either party. AWS may terminate the agreement by providing 30 days prior written notice, and it may in some cases terminate the agreement immediately for cause upon notice.notice and upon our failure to cure a breach within 30 days from the date of such notification. Although we expect that we could receive similar services from other third parties, if any of our arrangements with AWS are terminated, we could experience interruptions on our platform and in our ability to make our products available to customers, as well as delays and additional expenses in arranging alternative cloud infrastructure services.
Any of the above circumstances or events may harm our reputation, erode customer trust, cause customers to stop using our products, impair our ability to increase revenue from existing customers, impair our ability to grow our customer base, subject us to financial penalties and liabilities under our service level agreements and otherwise harm our business, results of operations and financial condition.
To deliver our products, we rely on network service providers and internet service providers for our network service and connectivity.connectivity and disruption or deterioration in the quality of these services could adversely affect our business, results of operations and financial condition.
We currently interconnect with network service providers around the world to enable the use by our customers of our products over their networks. WeAlthough we are in the process of acquiring authorization in many countries for direct access to phone numbers, we expect that we will continue to rely heavily on network service providers for these services going forward. Ourservices. Where we don't have direct access to phone numbers, our reliance on network service providers has reduced our operating flexibility, ability to make timely service changes and control quality of service. In addition, the fees that we are charged by network service providers may change daily or weekly, while we do not typically change our customers’ pricing as rapidly.
At times, network service providers have instituted additional fees due to regulatory, competitive or other industry related changes that increase our network costs. For example, during 2019, we are expecting one of thein early 2020, a major U.S. cellular carriers to introducemobile carrier introduced a new Application to Person (A2P) SMS service offering that will addadds a new fee for A2P SMS messages delivered to its subscribers. We expect other U.S. mobile carriers to follow suit. While we have historically responded to these types of fee increases through a combination of further negotiating efforts with our network service providers, absorbing the increased costs or changing our prices to customers, there is no guarantee that we will continue to be able to do so in the future without a material negative impact to our business. In the case of this new A2P SMS fee, which is scheduled to be imposed during 2019, we plan to passare passing these fees on to our customers who are sending SMS messages to this carrier’s subscribers. This is expected to increase our revenue and cost of revenue, but it is not expected to impact the gross profit dollars received for sending these messages. However, mathematically this would still have a negative impact on our gross margins. Additionally, our ability to respond to any new fees may be constrained if all network service providers in a particular market impose equivalent fee structures, if the magnitude of the fees is disproportionately large when compared to the underlying prices paid by our customers, or if the market conditions limit our ability to increase the price we charge our customers.
Furthermore, many of these network service providers do not have long‑termlong-term committed contracts with us and may interrupt services or terminate their agreements with us without notice or restriction.notice. If a significant portion of our network service providers stop providing us with access to their infrastructure, fail to provide these services to us on a cost‑effectivecost-effective basis, cease operations, or otherwise terminate these services, the delay caused by qualifying and switching to other network service providers could be time consuming and costly and could adversely affect our business, results of operations and financial condition. Further, if problems occur with our network service providers, it may cause errors or poor quality communications with our products, and we could encounter difficulty identifying the source of the problem. The occurrence of errors or poor quality communications on our products, whether caused by our platform or a network service provider, may result in the loss of our existing customers or the delay of adoption of our products by potential customers and may adversely affect our business, results of operations and financial condition.
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We also interconnect with internet service providers around the world to enable the use of our email products by our customers, and we expect that we will continue to rely heavily on internet service providers for network connectivity going forward. Our reliance on internet service providers reduces our control over quality of service and exposes us to potential service outages and rate fluctuations. If a significant portion of our internet service providers stop providing us with access to their network infrastructure, fail to provide access on a cost-effective basis, cease operations, or otherwise terminate access, the delay caused by qualifying and switching to other internet service providers could be time consuming and costly and could adversely affect our business, results of operations, and financial condition.
Our future success depends in part on our ability to drive the adoption of our products by international customers.

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In the six months ended June 30, 2019,2020 and the years ended December 31, 20182019 and 2017,2018, we derived 29%28%, 25%29% and 23%25% of our revenue, respectively, from customer accounts located outside the United States. The future success of our business will depend, in part, on our ability to expand our customer base worldwide. While we have been rapidly expanding our sales efforts internationally, our experience in selling our products outside of the United States is limited. Furthermore, our developer‑firstdeveloper-first business model may not be successful or have the same traction outside the United States. As a result, our investment in marketing our products to these potential customers may not be successful. If we are unable to increase the revenue that we derive from international customers, then our business, results of operations and financial condition may be adversely affected.
We are in the process of expanding our international operations, which exposes us to significant risks.
We are continuing to expand our international operations to increase our revenue from customers outside of the United States as part of our growth strategy. Between June 30, 20182019 and June 30, 2019,2020, our international headcount grew from 249486 employees to 486924 employees. We expect to open additional international offices and hire employees to work at these offices in order to reach new customers and gain access to additional technical talent. Operating in international markets requires significant resources and management attention and will subject us to regulatory, economic and political risks in addition to those we already face in the United States. Because of our limited experience with international operations or with developing and managing sales in international markets, our international expansion efforts may not be successful.
In addition, we will face risks in doing business internationally that could adversely affect our business, including:
exposure to political developments in the United Kingdom (“U.K.”), including the planned departure of the U.K. from the European Union (EU) in 2019,("EU") ("Brexit"), which has created an uncertain political and economic environment, instability for businesses, and volatility in global financial markets;markets and the value of foreign currencies, all of which could disrupt trade, the sale of our services and the mobility of our employees and contractors between the United Kingdom, EU and other jurisdictions. Any long–term impact from Brexit on our business and operations will depend, in part, on the outcome of the U.K.'s negotiations on tariffs, tax treaties, trade, regulatory, and other matters and may require us to expend significant time and expense to make adjustments to our business and operations.
the difficulty of managing and staffing international operations and the increased operations, travel, infrastructure and legal compliance costs associated with servicing international customers and operating numerous international locations;
our ability to effectively price our products in competitive international markets;
new and different sources of competition;competition or other changes to our current competitive landscape;
our ability to comply with GDPR, which went into effect on May 25, 2018;
potentially greater difficulty collecting accounts receivable and longer payment cycles;
higher or more variable network service provider fees outside of the United States;
the need to adapt and localize our products for specific countries;
the need to offer customer support in various languages;
difficulties in understanding and complying with local laws, regulations and customs in non-U.S. jurisdictions;
understanding and reconciling different technical standards, data privacy and telecommunications regulations, registration and certification requirements outside the United States, which could prevent customers from deploying our products or limit their usage;
our ability to comply with the General Data Protection Regulation ("GDPR"), which went into effect on May 25, 2018, Brazil's General Data Protection Law (Lei Geral de Proteção de Dados Pessoais) (Law No. 13,709/2018), which currently is expected to take effect in August 2020 (subject to potential delay in response to the COVID-19 pandemic) and laws, regulations and industry standards relating to data privacy, data localization and security enacted in countries and other regions in which we operate or do business;
potentially greater difficulty collecting accounts receivable and longer payment cycles;
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higher or more variable network service provider fees outside of the United States;
the need to adapt and localize our products for specific countries;
the need to offer customer support in various languages;
difficulties in understanding and complying with local laws, regulations and customs in non-U.S. jurisdictions;
export controls and economic sanctions administered by the Department of Commerce Bureau of Industry and Security and the Treasury Department’s Office of Foreign Assets Control;
compliance with various anti‑briberyanti-bribery and anti‑corruptionanti-corruption laws such as the Foreign Corrupt Practices Act and United Kingdom Bribery Act of 2010;
changes in international trade policies, tariffs and other non‑tariffnon-tariff barriers, such as quotas and local content rules;
more limited protection for intellectual property rights in some countries;

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adverse tax consequences;
fluctuations in currency exchange rates, which could increase the price of our products outside of the United States, increase the expenses of our international operations and expose us to foreign currency exchange rate risk;
currency control regulations, which might restrict or prohibit our conversion of other currencies into U.S. dollars;
restrictions on the transfer of funds;
deterioration of political relations between the United States and other countries;
the impact of natural disasters and public health epidemics such as COVID-19 on employees, contingent workers, partners, travel and the global economy and the ability to operate freely and effectively in a region that may be fully or partially on lockdown; and
political or social unrest or economic instability in a specific country or region in which we operate, which could have an adverse impact on our operations in that location.
Also, due to costs from our international expansion efforts and network service provider fees outside of the United States, which generally are higher than domestic rates, our gross margin for international customers is typically lower than our gross margin for domestic customers. As a result, our gross margin may be impacted and fluctuate as we expand our operations and customer base worldwide.
Our failure to manage any of these risks successfully could harm our international operations, and adversely affect our business, results of operations and financial condition.
Our products and platform and our business are subject to a variety of U.S. and international laws and regulations, including those regarding privacy, data protection and information security, and our customers may be subject to regulations related to the handling and transfer of certain types of sensitive and confidential information.information, including protected health information under HIPAA. Any failure of our products to comply with or enable our customers and channel partners to comply with applicable laws and regulations would harm our business, results of operations and financial condition.
We and our customers that use our products may be subject to privacy‑privacy and data protection‑relatedprotection-related laws and regulations that impose obligations in connection with the collection, processing and use of personal data, financial data, health or other similar data. The U.S. federal and various state and foreign governments have adopted or proposed limitations on, or requirements regarding, the collection, distribution, use, security and storage of personally identifiable informationpersonal data of individuals. The U.S. Federal Trade Commission and numerous state attorneys general are applying federal and state consumer protection laws to impose standards on the online collection, use and dissemination of data, and to the security measures applied to such data.
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Similarly, many foreign countries and governmental bodies, including the European Union (“EU”)EU member states, have laws and regulations concerning the collection and use of personally identifiable informationpersonal data obtained from individuals located in the EU or by businesses operating within their jurisdiction, which are often more restrictive than those in the United States. Laws and regulations in these jurisdictions apply broadly to the collection, use, storage, disclosure and security of personally identifiable informationpersonal data that identifies or may be used to identify an individual, such as names, telephone numbers, email addresses and, in some jurisdictions, IP addresses and other online identifiers.
For example, in April 2016 the EU adopted the General Data Protection Regulation (“GDPR”),GDPR, which took full effect on May 25, 2018. The GDPR enhances data protection obligations for businesses and requires service providers (data processors) processing personal data on behalf of customers to cooperate with European data protection authorities, implement security measures and keep records of personal data processing activities. Noncompliance with GDPR can trigger fines equal to or greater of €20 million or 4% of global annual revenues. Given the breadth and depth of changes in data protection obligations, preparing to meet the requirements of GDPR has required significant time and resources, including a review of our technology and systems currently in use against the requirements of GDPR. There are also additional EU laws and regulations (and member states implementations thereof) which govern the protection of consumers and of electronic communications. If our efforts to comply with GDPR or other applicable EU laws and regulations are not successful, we may be subject to penalties and fines that would adversely impact our business and results of operations, and our ability to conduct business in the EU could be significantly impaired.
We have in the past relied on the EU‑U.SEU-U.S. and the Swiss‑U.S.Swiss-U.S. Privacy Shield frameworks approved by the European Commission in July 2016 and the Swiss Government in January 2017, respectively, which were designed to allow U.S. corporations to self‑certifyself-certify to the U.S. Department of Commerce and publicly commit to comply with the Privacy Shield requirements to freely import personal data from the EU and Switzerland. However, ongoing legal challengeson July 16, 2020, the European Court of Justice invalidated the EU-U.S. Privacy Shield in connection with what is commonly referred to these

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frameworks has resulteddata protection is respected in some uncertaintythe country to which personal data was exported and that the domestic laws of the U.S. with respect to government access and use of personal data are in conflict with the level of protection of personal data required under EU law. Subsequent interpretive guidance from the European Data Protection Board on July 24, 2020 extended the European Court of Justice’s guidance regarding the use of Standard Contractual Clauses as a transfer safeguard to their validity. While ourthe use of Binding Corporate Rules, approved in May 2018, nowwhich serve as ourTwilio's primary mechanism to legitimize data transfers from the European Economic Area to other jurisdictions, including the U.S. Because our primary data processing facilities are in the U.S., we may nonetheless experience hesitancy, reluctance, or refusal by European or multinational customers to continue to use our services due to the potential risk exposure to such customers as a result of athis ruling from the European Union Court of Justice ruling negatively impactingand subsequent interpretive guidance from the Privacy Shield frameworks.European Data Protection Board. We and our customers are at risk of enforcement actions taken by an EU data protection authority until such point in time that we are able to ensure that all data transfers to us from the European Economic Area are legitimized. In addition, as the United Kingdom transitions out of the EU, we may encounter additional complexity with respect to data privacy and data transfers to and from the U.K. As well, in light of the European Court of Justice ruling, Switzerland may be more likely to reconsider the validity of the Swiss-U.S. Privacy Shield Framework and raise questions regarding transfers of Swiss personal data to the U.S.
Furthermore, outside of the EU, we continue to see increased regulation of data privacy and security, including the adoption of more stringent subject matter specific state laws in the United States. For example, on July 8, 2019, Brazil enacted the General Data Protection Law (Lei Geral de Proteção de Dados Pessoais) (Law No. 13,709/2018) ("LGPD") regulating the processing of personal data, although full implementation and enforcement has been delayed until 2021 due to COVID-19. Also, on June 28, 2018, California enacted the California Consumer Privacy Act (CCPA)("CCPA"), which takestook effect on January 1, 2020. The CCPA gives California residents expanded rights to access and delete their personal information, opt out of certain personal information sharing, and receive detailed information about how their personal information is used. The CCPA provides for civil penalties for violations, as well as a private right of action for data breaches that is expected to increase data breach litigation. The CCPA may increase our compliance costs and potential liability. Some observers have noted that the CCPA could mark the beginning of a trend toward more stringent state privacy legislation in the U.S., which could increase our potential liability and adversely affect our business.
As well, we continue to see jurisdictions imposing data localization laws, which require personal information, or certain subcategories of personal information to be stored in the jurisdiction of origin. These regulations may inhibit our ability to expand into those markets or prohibit us from continuing to offer services in those markets without significant additional costs.
We have also begun supporting customer workloads that involve the processing of protected health information and are signing business associate agreements ("BAAs") with customers. As a result, we are subject to the privacy and security requirements under the U.S. Health Insurance Portability and Accountability Act of 1996 and the U.S. Health Information
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Technology for Economic and Clinical Health Act as well as state laws that govern the privacy and security of health information. If we fail to maintain compliance with these requirements, we could be subject to regulatory audits, civil and criminal penalties, fines and breach of contract claims, as well as reputational damage, which could impact the willingness of healthcare sector customers to do business with us.
As we expand into new industries and regions, we will likely need to comply with new requirements to compete effectively. The uncertainty and changes in the requirements of multiple jurisdictions may increase the cost of compliance, delay or reduce demand for our services, restrict our ability to offer services in certain locations, impact our customers’ ability to deploy our solutions in certain jurisdictions, or subject us to sanctions, by national data protection regulators, all of which could harm our business, financial condition and results of operations.
Additionally, although we endeavor to have our products and platform comply with applicable laws and regulations, these and other obligations may be modified, they may be interpreted and applied in an inconsistent manner from one jurisdiction to another, and they may conflict with one another, other regulatory requirements, contractual commitments or our internal practices.
We also may be bound by contractual obligations relating to our collection, use and disclosure of personal, financial and other data or may find it necessary or desirable to join industry or other self‑regulatoryself-regulatory bodies or other privacy‑privacy or data protection‑relatedprotection-related organizations that require compliance with their rules pertaining to privacy and data protection.
We expect that there will continue to be new proposed laws, rules of self‑regulatoryself-regulatory bodies, regulations and industry standards concerning privacy, data protection and information security in the United States, the European Union and other jurisdictions, and we cannot yet determine the impact such future laws, rules, regulations and standards may have on our business. Moreover, existing U.S. federal and various state and foreign privacy‑privacy and data protection‑relatedprotection-related laws and regulations are evolving and subject to potentially differing interpretations, and various legislative and regulatory bodies may expand current or enact new laws and regulations regarding privacy‑privacy and data protection‑relatedprotection-related matters. Because global laws, regulations and industry standards concerning privacy and data security have continued to develop and evolve rapidly, it is possible that we or our products or platform may not be, or may not have been, compliant with each such applicable law, regulation and industry standard and compliance with such new laws or to changes to existing laws may impact our business and practices, require us to expend significant resources to adapt to these changes, or to stop offering our products in certain countries. These developments could adversely affect our business, results of operations and financial condition.
Any failure or perceived failure by us, our products or our platform to comply with new or existing U.S., EU or other foreign privacy or data security laws, regulations, policies, industry standards or legal obligations, or any security incident that results in the unauthorized access to, or acquisition, release or transfer of, personally identifiable informationpersonal data or other customer data may result in governmental investigations, inquiries, enforcement actions and prosecutions, private litigation, fines and penalties, adverse publicity or potential loss of business. For example, onin February 18, 2016, a putative class action complaint was filed in the Alameda County Superior Court in California. The complaintCalifornia and alleged that our products permitted the interception, recording and disclosure of communications at certain of our customers' request in a manner that violated the California Invasion of Privacy Act. This litigation or any other suchhas now settled, but actions in the future could lead to similar claims and include damages and related penalties that could divert management’s attention and resources, as well as adversely affect our brand, business, results of operations and financial condition.

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Certain of our products are subject to telecommunications‑relatedtelecommunications-related regulations, and future legislative or regulatory actions could adversely affect our business, results of operations and financial condition.
As a provider of communications products, we are subject to existing or potential Federal Communications Commission (“FCC”) regulations relating to privacy, Telecommunications Relay Service fund contributionstelecommunications, consumer protection and other requirements. FCC classificationIn addition, the extension of telecommunications regulations to our Internet voice communications products as telecommunicationsnon-interconnected VoIP services could result in additional federal and state regulatory obligations.obligations and taxes. We are also in discussions with certain jurisdictions regarding our prior sales and other taxes, if any, that we may owe. In the event any of these jurisdictions disagree with management’s assumptions and analysis, the assessment of our tax exposure could differ materially from management's current estimates, which may increase our costs of doing business and negatively affect the prices our customers pay for our services. If we do not comply with FCC rules and regulations, we could be subject to FCC enforcement actions, fines, loss of licenses and possibly restrictions on our ability to operate or offer certain of our products. Any enforcement action by the FCC, which may be a public process, would hurt our reputation in the industry, could erode customer trust, possibly impair our ability to sell our VoIP products to customers and could adversely affect our business, results of operations and financial condition.
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Our products are subject to a number of FCC regulations and laws that are administered by the FCC. Among others, we must comply (in whole or in part) with:
the Communications Act of 1934, as amended, which regulates communications services and the provision of such services;
the Telephone Consumer Protection Act, , which limits the use of automatic dialing systems for calls and texts, artificial or prerecorded voice messages, SMS text messages and fax machines;
the Communications Assistance for Law Enforcement Act (“CALEA”), which requires covered entities to assist law enforcement in undertaking electronic surveillance;
requirements to safeguard the privacy of certain customer information;
payment of annual FCC regulatory fees and taxes based on our interstate and international revenues;
rules pertaining to access to our services by people with disabilities and contributions to the Telecommunications Relay Services fund; and
FCC rules regarding the use of customer proprietary network information.
In addition, Congress and the FCC are attempting to mitigate the scourge of robocalls by requiring participation in a technical standard called SHAKEN/STIR, which allows voice carriers to authenticate caller ID, prohibiting malicious spoofing.
If we do not comply with any current or future rules or regulations that apply to our business, we could be subject to substantial fines and penalties, and we may have to restructure our offerings, exit certain markets or raise the price of our products. In addition, any uncertainty regarding whether particular regulations apply to our business, and how they apply, could increase our costs or limit our ability to grow.
As we continue to expand internationally, we have become subject to telecommunications laws and regulations in the foreign countries where we offer our products. Internationally, we currently offer our products in over 180 countries.
Our international operations are subject to country‑specificcountry-specific governmental regulation and related actions that have increased and maywill continue to increase our costs or impact our products and platform or prevent us from offering or providing our products in certain countries. CertainMoreover, the regulation of communications platform-as-a-service ("CPaaS") companies like us is continuing to evolve internationally and many existing regulations may not fully contemplate the CPaaS business model or how they fit into the communications regulatory framework. As a result, interpretation and enforcement of regulations often involve significant uncertainties. In many countries, including those in the European Union, a number of our products or services are subject to licensing and communications regulatory requirements which increases the level of scrutiny and enforcement by regulators. Future legislative, regulatory or judicial actions impacting CPaaS services could also increase the cost and complexity of compliance and expose us to liability. For example, in some countries, some or all of our services offered are not considered regulated telecommunications business subject to regulations, including but not limited to payment into universal service funds, licensing fees, provision of emergency services, provision of information to support emergency services and number portability, but in other countries the provision of some or all of our services is a regulated telecommunications business. Specifically, the Australian Communications and Media Authority recently issued a formal finding against several companies, including our Company, for failure to upload data into a centralized database for emergency services and, in the future, regulatory authorities in other jurisdictions in which we operate may also determine that we are a telecommunications company subject to similar regulations. Failure to comply with these regulations could result in our Company being issued remedial directions to undertake independent audits and implement effective systems, processes and practices to ensure compliance, significant fines or being prohibited from providing telecommunications services in a jurisdiction.
Moreover, certain of our products may be used by customers located in countries where voice and other forms of IP communications may be illegal or require special licensing or in countries on a U.S. embargo list. Even where our products are reportedly illegal or become illegal or where users are located in an embargoed country, users in those countries may be able to continue to use our products in those countries notwithstanding the illegality or embargo. We may be subject to penalties or governmental action if consumers continue to use our products in countries where it is illegal to do so or if we use a local partner to provide services in a country and anythe local partner does not comply with applicable governmental regulations. Any such penalties or governmental action may be costly and may harm our business and damage our brand and reputation. We may
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be required to incur additional expenses to meet applicable international regulatory requirements or be required to raise the prices of services, or restructure or discontinue those services if required by law or if we cannot or will not meet those requirements. Any of the foregoing could adversely affect our business, results of operations and financial condition.
If we are unable to obtain or retain geographical, mobile, regional, local or tollfreetoll-free numbers, or to effectively process requests to port such numbers in a timely manner due to industry regulations, our business and results of operations may be adversely affected.



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Our future success depends in part on our ability to obtain allocations of large quantities of geographical, mobile, regional, local and toll‑freetoll-free direct inward dialing numbers (“DIDs”), or phone numbers as well as short codes, in the United States and foreign countries at a reasonable cost and without overly burdensome restrictions. Our ability to obtain allocations of, assign and retain DIDs depends on factors outside of our control, such as applicable regulations, the practices of authorities that administer national numbering plans or of network service providers from whom we can provision DIDs, such as offering DIDs with conditional minimum volume call level requirements, the cost of these DIDs and the level of overall competitive demand for new DIDs.
In addition, in order to obtain allocations of, assign and retain telephone numbers in the European Union or certain other regions, we are often required to register with thebe licensed by local telecommunications regulatory authorities, some of which have been increasingly monitoring and regulating the categories of phone numbers that are eligible for provisioning to our customers. We have registered,obtained licenses, and are in the process of registeringobtaining licenses in various countries in which we do business, but in some countries, the regulatory regime around provisioning of phone numbers is unclear, subject to change over time, and sometimes may conflict from jurisdiction to jurisdiction. Furthermore, these regulations and governments’ approach to their enforcement, as well as our products and services, are still evolving and we may be unable to maintain compliance with applicable regulations, or enforce compliance by our customers, on a timely basis or without significant cost. Also, compliance with these types of regulation may require changes in products or business practices that result in reduced revenue. If weDue to our or our customerscustomers' assignment and/or use of phone numbers in thesecertain countries in a manner that violates applicable rules and regulations, we have been subjected to government inquiries and audits, and may alsoin the future be subject to significant penalties or further governmental action, including government‑initiated audits and in extreme cases, may be precluded from doing business in that particular country. In the event of such non‑compliance, we may beWe have also been forced to reclaim phone numbers from our customers which couldas a result of certain events of non-compliance. These reclamations result in loss of customers, breach of contract claims, loss of revenue, reputational harm, and erosion of customer trust, and may also result in breach of contract claims, all of which could have a material adverse effect on our business, results of operations and financial condition.
Due to their limited availability, there are certain popular area code prefixes that we generally cannot obtain. Our inability to acquire or retain DIDs for our operations would make our voice and messaging products less attractive to potential customers in the affected local geographic areas. In addition, future growth in our customer base, together with growth in the customer bases of other providers of cloud communications, has increased, which increases our dependence on needing sufficiently large quantities of DIDs. It may become increasingly difficult to source larger quantities of DIDs as we scale and we may need to pay higher costs for DIDs, and DIDs may become subject to more stringent regulation or conditions of usage such as the registration and on‑goingon-going compliance requirements discussed above.
Additionally, in some geographies, we support number portability, which allows our customers to transfer their existing phone numbers to us and thereby retain their existing phone numbers when subscribing to our voice and messaging products. Transferring existing numbers is a manual process that can take up to 15 business days or longer to complete. Any delay that we experience in transferring these numbers typically results from the fact that we depend on network service providers to transfer these numbers, a process that we do not control, and these network service providers may refuse or substantially delay the transfer of these numbers to us. Number portability is considered an important feature by many potential customers, and if we fail to reduce any related delays, then we may experience increased difficulty in acquiring new customers.

Any of the foregoing factors could adversely affect our business, results of operations and financial condition.
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If we fail to adapt and respond effectively to rapidly changing technology, evolving industry standards, changing regulations, and changing customer needs, requirements or preferences, our products may become less competitive.
The market for communications in general, and cloud communications in particular, is subject to rapid technological change, evolving industry standards, changing regulations, as well as changing customer needs, requirements and preferences. The success of our business will depend, in part, on our ability to adapt and respond effectively to these changes on a timely basis. If we are unable to develop new products that satisfy our customers and provide enhancements and new features for our existing products that keep pace with rapid technological and industry change, including but not limited to SHAKEN/STIR and applicable industry standards, our business, results of operations and financial condition could be adversely affected. If new technologies emerge that are able to deliver competitive products and services at lower prices, more efficiently, more conveniently or more securely, such technologies could adversely impact our ability to compete effectively.
Our platform must integrate with a variety of network, hardware, mobile and software platforms and technologies, and we need to continuously modify and enhance our products and platform to adapt to changes and innovation in these technologies. For example, Apple, Google and other cell‑phonecell-phone operating system providers or inbox service providers have developed and, may in the future develop, new applications or functions intended to filter spam and unwanted phone calls, messages or emails. Similarly, our network service providers may adopt new filtering technologies in an effort to combat spam or robocalling. Such technologies may inadvertently filter desired messages or calls to or from our customers. If cell-phone operating system providers, network service providers, our customers or their end users adopt new software platforms or infrastructure, we may be required to

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develop new versions of our products to work with those new platforms or infrastructure. This development effort may require significant resources, which would adversely affect our business, results of operations and financial condition. Any failure of our products and platform to operate effectively with evolving or new platforms and technologies could reduce the demand for our products. If we are unable to respond to these changes in a cost‑effectivecost-effective manner, our products may become less marketable and less competitive or obsolete, and our business, results of operations and financial condition could be adversely affected.
We typically provide monthly uptime service level commitments of up to 99.95% under our agreements with customers. If we fail to meet these contractual commitments, then our business, results of operations and financial condition could be adversely affected.
Our agreements with customers typically provide for service level commitments. If we suffer extended periods of downtime for our products or platform and we are unable to meet these commitments, then we are contractually obligated to provide a service credit, which is typically 10% of the customer’s amounts due for the month in question. In addition, the performance and availability of AWS, which provides our cloud infrastructures is outside of our control and, therefore, we are not in full control of whether we meet our service level commitments. As a result, our business, results of operations and financial condition could be adversely affected if we suffer unscheduled downtime that exceeds the service level commitments we have made to our customers. Any extended service outages could adversely affect our business and reputation and erode customer trust.
Breaches of our networks or systems, or those of AWS or our service providers, could degrade our ability to conduct our business, compromise the integrity of our products, platform and data, result in significant data losses and the theft of our intellectual property, damage our reputation, expose us to liability to third parties and require us to incur significant additional costs to maintain the security of our networks and data.
We depend upon our IT systems to conduct virtually all of our business operations, ranging from our internal operations and research and development activities to our marketing and sales efforts and communications with our customers and business partners. Individuals or entities may attempt to penetrate our network security, or that of our platform, and to cause harm to our business operations, including by misappropriating our proprietary information or that of our customers, employees and business partners or to cause interruptions of our products and platform. In particular, cyberattacks and other malicious internet-based activity continue to increase in frequency and in magnitude generally, and cloud-based companies have been targeted in the past. In addition to threats from traditional computer hackers, malicious code (such as malware, viruses, worms, and ransomware), employee theft or misuse, password spraying, phishing, credential stuffing, and denial-of-service attacks, we also face threats from sophisticated organized crime, nation-state, and nation-state supported actors who engage in attacks (including advanced persistent threat intrusions) that add to the risk to our systems (including those hosted on AWS or other cloud services), internal networks, our customers’ systems and the information that they store and process. While we devote significant financial and personnel resources to implement and maintain security measures, because the techniques used by such individuals or entities to access, disrupt or sabotage devices, systems and networks change frequently and may not be recognized until launched against a target, we may be required to make further investments over time to protect data and infrastructure as cybersecurity threats develop, evolve and grow more complex over time. We may also be unable to anticipate
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these techniques, and we may not become aware in a timely manner of such a security breach, which could exacerbate any damage we experience. Additionally, we depend upon our employees and contractors to appropriately handle confidential and sensitive data, including customer data, and to deploy our IT resources in a safe and secure manner that does not expose our network systems to security breaches or the loss of data. We have been and expect to be subject to cybersecurity threats and incidents, including denial-of-service attacks, employee errors or individual attempts to gain unauthorized access to information systems. Any data security incidents, including internal malfeasance or inadvertent disclosures by our employees or a third party's fraudulent inducement of our employees to disclose information, unauthorized access or usage, virus or similar breach or disruption of us or our service providers, such as AWS, or service providers, could result in loss of confidential information, damage to our reputation, erosion of customer trust, loss of customers, litigation, regulatory investigations, fines, penalties and other liabilities. Accordingly, if our cybersecurity measures or those of AWS or our service providers, fail to protect against unauthorized access, attacks (which may include sophisticated cyberattacks), compromise or the mishandling of data by our employees and contractors, then our reputation, customer trust, business, results of operations and financial condition could be adversely affected. While we maintain errors, omissions, and cyber liability insurance policies covering certain security and privacy damages, we cannot be certain that our existing insurance coverage will continue to be available on acceptable terms or will be available, and in sufficient amounts, to cover the potentially significant losses that may result from a security incident or breach or that the insurer will not deny coverage as to any future claim.
Defects or errors in our products could diminish demand for our products, harm our business and results of operations and subject us to liability.
Our customers use our products for important aspects of their businesses, and any errors, defects or disruptions to our products and any other performance problems with our products could damage our customers’ businesses and, in turn, hurt our

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brand and reputation and erode customer trust. We provide regular updates to our products, which have in the past contained, and may in the future contain, undetected errors, failures, vulnerabilities and bugs when first introduced or released. Real or perceived errors, failures or bugs in our products could result in negative publicity, loss of or delay in market acceptance of our platform, loss of competitive position, lower customer retention or claims by customers for losses sustained by them. In such an event, we may be required, or may choose, for customer relations or other reasons, to expend additional resources in order to help correct the problem. In addition, we may not carry insurance sufficient to compensate us for any losses that may result from claims arising from defects or disruptions in our products. As a result, our reputation and our brand could be harmed, and our business, results of operations and financial condition may be adversely affected.
We currently generate significant revenue from our largest customers, and the loss or decline in revenue from any of these customers could harm our business, results of operations and financial condition.
In the six months ended June 30, 2019,2020 and the years ended December 31, 20182019 and 2017,2018, our 10 largest Active Customer Accounts which consisted of both Base and Variable Customers, generated an aggregate of 14%15%, 18%13% and 19%18% of our revenue, respectively. A significant portion of our revenue comes from a Variable Customer, WhatsApp.
In the six months ended June 30, 2019,2020 and the years ended December 31, 20182019 and 2017,2018, WhatsApp accounted for 5%7%, 7%5% and 6%7% of our revenue, respectively. WhatsApp uses our Programmable Voice products and Programmable Messaging products in its applications to verify new and existing users on its service. Our Variable Customer Accounts, including WhatsApp, dodoes not have long‑term contractsa long-term contract with us and may reduce or fully terminate their usage of our products at any time without notice, penalty or termination charges. In addition, the usage of our products by WhatsApp and other Variable Customer Accountscustomers that do not have long-term contracts with us may change significantly between periods.
In the event that any of our large Base or Variable customers do not continue to use our products, use fewer of our products, or use our products in a more limited capacity, or not at all, our business, results of operations and financial condition could be adversely affected.
If we are unable to develop and maintain successful relationships with consulting partners, our business, results of operations and financial condition could be adversely affected.
We believe that continued growth of our business depends in part upon identifying, developing and maintaining strategic relationships with consulting partners. As part of our growth strategy, we intend to further develop partnerships and specific solution areas with consulting partners. If we fail to establish these relationships in a timely and cost‑effectivecost-effective manner, or at all, then our business, results of operations and financial condition could be adversely affected. Additionally, even if we are successful at developing these relationships but there are problems or issues with the integrations or enterprises are not willing to purchase through consulting partners, our reputation and ability to grow our business may be adversely affected.
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Any failure to offer high quality customer support may adversely affect our relationships with our customers and prospective customers, and adversely affect our business, results of operations and financial condition.
Many of our customers depend on our customer support team to assist them in deploying our products effectively to help them to resolve post‑deploymentpost-deployment issues quickly and to provide ongoing support. If we do not devote sufficient resources or are otherwise unsuccessful in assisting our customers effectively, it could adversely affect our ability to retain existing customers and could prevent prospective customers from adopting our products. We may be unable to respond quickly enough to accommodate short‑termshort-term increases in demand for customer support. We also may be unable to modify the nature, scope and delivery of our customer support to compete with changes in the support services provided by our competitors. Increased demand for customer support, without corresponding revenue, could increase costs and adversely affect our business, results of operations and financial condition. Our sales are highly dependent on our business reputation and on positive recommendations from developers. Any failure to maintain high quality customer support, or a market perception that we do not maintain high quality customer support, could erode customer trust and adversely affect our reputation, business, results of operations and financial condition.
We have limited experience with respectFailure to determining theset optimal prices for our products.products could adversely impact our business, results of operations and financial condition.
We charge our customers based on their use of our products. We expect that we may need to change our pricing from time to time. In the past we have sometimes reduced our prices either for individual customers in connection with long‑termlong-term agreements or for a particular product. One of the challenges to our pricing is that the fees that we pay to network service providers over whose networks we transmit communications can vary daily or weekly and are affected by volume and other factors that may be outside of our control and difficult to predict. This can result in us incurring increased costs that we may be

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unable or unwilling to pass through to our customers, which could adversely impact our business, results of operations and financial condition.
Further, as competitors introduce new products or services that compete with ours or reduce their prices, we may be unable to attract new customers or retain existing customers based on our historical pricing. As we expand internationally, we also must determine the appropriate price to enable us to compete effectively internationally. Moreover, enterprises, which are a primary focus for our direct sales efforts, may demand substantial price concessions. In addition, if the mix of products sold changes, including for a shift to IP‑basedIP-based products, then we may need to, or choose to, revise our pricing. As a result, in the future we may be required or choose to reduce our prices or change our pricing model, which could adversely affect our business, results of operations and financial condition.
We have been sued, and may, in the future, be sued by third parties for alleged infringement of their proprietary rights, which could adversely affect our business, results of operations and financial condition.
There is considerable patent and other intellectual property development activity in our industry. Our future success depends, in part, on not infringing the intellectual property rights of others.others and we may be unaware of the intellectual property rights of others that may cover some or all of our technology. Our competitors or other third parties have claimed and may, in the future, claim that weour products or platform and underlying technology are infringing upon their intellectual property rights, and we may be found to be infringing upon such rights. For example, Telesign Corporation (“Telesign”) sued Twilious in 2015 and 2016 alleging that we are infringinginfringed four U.S. patents that it holds:patents: U.S. Patent No. 7,945,034 (“034”), U.S. Patent No. 8,462,920 (“920”), U.S. Patent No. 8,687,038 (“038”), and U.S. Patent No. 9,300,792 (“792”). The patent infringement allegations in the lawsuit relate to the Company’s two‑factorour two-factor authentication use case, Authy, and an API tool to find information about a phone number. On October 19, 2018, a United States District Court in the Northern District of California entered judgment in our favor on all asserted claims. Telesign has appealed, and the case is now pending before the Court of Appeals for the Federal Circuit. SeeCircuit affirmed the section titled “Item 1. Legal Proceedings.”judgment in the Company’s favor on January 9, 2020. The deadline for further appeals has passed and the matter is finally resolved in our favor. We intend to vigorously defend ourselves against such lawsuits and believe we have meritorious defenses to matters in which we are a defendant. However, litigation is inherently uncertain, and any judgment or injunctive relief entered against us or any adverse settlement could negatively affect our business, results of operations and financial condition. In addition, litigation can involve significant management time and attention and be expensive, regardless of outcome. During the course of these lawsuits, there may be announcements of the results of hearings and motions and other interim developments related to the litigation. If securities analysts or investors regard these announcements as negative, the trading price of our Class A common stock may decline.
In the future, we may receive claims from third parties, including our competitors, that ouralso introduce or acquire new products or platform and underlying technology infringe or violate a third party’stechnologies, including in areas where we historically have not participated in, which could increase our exposure to intellectual property rights, and we may be found to be infringing upon such rights. We may be unaware of the intellectual property rights of others that may cover some or all of our technology.claims. Any claims or litigation could cause us to incur significant expenses and, if successfully asserted against us, could require that we pay substantial damages or ongoing royalty payments, prevent us from offering our products, or require that we comply with other unfavorable terms. We may also be obligated to indemnify our customers or business partners in connection with any such litigation and to obtain licenses or modify our products or platform, which could further exhaust our resources. EvenLitigation is inherently uncertain and
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even if we were to prevail in the event of claims or litigation against us, any claim or litigation regarding intellectual property could be costly and time‑consumingtime-consuming and divert the attention of our management and other employees from our business. Patent infringement, trademark infringement, trade secret misappropriation and other intellectual property claims and proceedings brought against us, whether successful or not, could harm our brand, business, results of operations and financial condition.
Indemnity provisions in various agreements potentially expose us to substantial liability for intellectual property infringement and other losses.
Our agreements with customers and other third parties typically include indemnification or other provisions under which we agree to indemnify or otherwise be liable to them for losses suffered or incurred as a result of claims of intellectual property infringement, loss or exposure of confidential or sensitive data, damages caused by us to property or persons or other liabilities relating to or arising from our products or platform or other acts or omissions. The term of these contractual provisions often survives termination or expiration of the applicable agreement. Large indemnity payments or damage claims from contractual breach could harm our business, results of operations and financial condition. Although typically we contractually limit our liability with respect to such obligations, we may still incur substantial liability related to them. Any dispute with a customer with respect to such obligations could have adverse effects on our relationship with that customer and other current and prospective customers, demand for our products and adversely affect our business, results of operations and financial condition.

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We could incur substantial costs in protecting or defending our intellectual property rights, and any failure to protect our intellectual property could adversely affect our business, results of operations and financial condition.
Our success depends, in part, on our ability to protect our brand and the proprietary methods and technologies that we develop under patent and other intellectual property laws in the U.S. and in non-U.S. jurisdictions so that we can prevent others from using our inventions and proprietary information. As of December 31, 2018,2019, in the United States, we had been issued 104131 patents, which expire between 2029 and 2037. As of such date, we also had 1327 issued patents in non-U.S. jurisdictions, all of which are related to U.S. patents and patent applications. We have also filed various applications for protection of certain aspects of our intellectual property in the United States and internationally. There can be no assurance that additional patents will be issued or that any patents that have been issued or that may be issued in the future will provide significant protection for our intellectual property. As of December 31, 2018,2019, we had 1532 registered trademarks in the United States and 94163 registered trademarks in non-U.S. jurisdictions. If we fail to protect our intellectual property rights adequately, our competitors might gain access to our technology and our business, results of operations and financial condition may be adversely affected.
There can be no assurance that the particular forms of intellectual property protection that we seek, including business decisions about when to file patent applications and trademark applications, will be adequate to protect our business. We could be required to spend significant resources to monitor and protect our intellectual property rights. Litigation may be necessary in the future to enforce our intellectual property rights, determine the validity and scope of our proprietary rights or those of others, or defend against claims of infringement or invalidity. Such litigation could be costly, time‑consumingtime-consuming and distracting to management, result in a diversion of significant resources, the narrowing or invalidation of portions of our intellectual property and have an adverse effect on our business, results of operations and financial condition. Our efforts to enforce our intellectual property rights may be met with defenses, counterclaims and countersuits attacking the validity and enforceability of our intellectual property rights or alleging that we infringe the counterclaimant’s own intellectual property. Any of our patents, copyrights, trademarks or other intellectual property rights could be challenged by others or invalidated through administrative process or litigation.
We also rely, in part, on confidentiality agreements with our business partners, employees, consultants, advisors, customers and others in our efforts to protect our proprietary technology, processes and methods. These agreements may not effectively prevent disclosure of our confidential information, and it may be possible for unauthorized parties to copy our software or other proprietary technology or information, or to develop similar software independently without our having an adequate remedy for unauthorized use or disclosure of our confidential information. In addition, others may independently discover our trade secrets and proprietary information, and in these cases, we would not be able to assert any trade secret rights against those parties. Costly and time‑consumingtime-consuming litigation could be necessary to enforce and determine the scope of our proprietary rights, and failure to obtain or maintain trade secret protection could adversely affect our competitive business position.
In addition, the laws of some countries do not protect intellectual property and other proprietary rights to the same extent as the laws of the United States. To the extent we expand our international activities, our exposure to unauthorized copying, transfer and use of our proprietary technology or information may increase.
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We cannot be certain that our means of protecting our intellectual property and proprietary rights will be adequate or that our competitors will not independently develop similar technology. If we fail to meaningfully protect our intellectual property and proprietary rights, our business, results of operations and financial condition could be adversely affected.
We may acquire or invest in companies, which may divert our management’s attention and result in debt or dilution to our stockholders. We may be unable to integrate acquired businesses and technologies successfully or achieve the expected benefits of such acquisitions.
We may evaluate and consider potential strategic transactions, including acquisitions of, or investments in, businesses, technologies, services, products and other assets in the future. We also may enter into relationships with other businesses to expand our products and platform, which could involve preferred or exclusive licenses, additional channels of distribution, discount pricing or investments in other companies.
Any acquisition, investment or business relationship may result in unforeseen operating difficulties and expenditures. In particular, we may encounter difficulties or delays in assimilating or integrating the businesses, technologies, products, personnel or operations of the acquired companies, particularly if the key personnel of the acquired company choose not to work for us, their products or services are not easily adapted to work with our platform, or we have difficulty retaining the customers of any acquired business due to changes in ownership, management or otherwise. In addition, we may discover liabilities or deficiencies associated with the assets or companies we acquire or ineffective or inadequate controls, procedures or policies at an acquired business that were not identified in advance, any of which could

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result in significant unanticipated costs. Acquisitions also may disrupt our business, divert our resources or require significant management attention that would otherwise be available for development of our existing business. Moreover, the anticipated benefits of any acquisition, investment or business relationship may not be realized or we may be exposed to unknown risks or liabilities.
Negotiating these transactions can be time consuming, difficult and expensive, and our ability to complete these transactions may often be subject to approvals that are beyond our control. Consequently, these transactions, even if announced, may not be completed. For one or more of those transactions, we may:
issue additional equity securities that would dilute our existing stockholders;
use cash that we may need in the future to operate our business;
incur large charges or substantial liabilities;
incur debt on terms unfavorable to us or that we are unable to repay;
encounter difficulties retaining key employees of the acquired company or integrating diverse software codes or business cultures;
encounter difficulties retaining the acquired company's customers; or
become subject to adverse tax consequences, substantial depreciation, or deferred compensation charges.
The occurrence of any of these foregoing could adversely affect our business, results of operations and financial condition.
We depend largely on the continued services of our senior management and other key employees, the loss of any of whom could adversely affect our business, results of operations and financial condition.
Our future performance depends on the continued services and contributions of our senior management and other key employees to execute on our business plan, to develop our products and platform, to deliver our products to customers, to attract and retain customers and to identify and pursue opportunities. The loss of services of senior management or other key employees could significantly delay or prevent the achievement of our development and strategic objectives. In particular, we depend to a considerable degree on the vision, skills, experience and effort of our co‑founderco-founder and Chief Executive Officer, Jeff Lawson. None of our executive officers or other senior management personnel is bound by a written employment agreement and any of them may terminate employment with us at any time with no advance notice. The replacement of any of our senior management personnel would likely involve significant time and costs, and such loss could significantly delay or prevent the achievement of our business objectives. The loss of the services of any of our senior management or other key employees for any reason could adversely affect our business, results of operations and financial condition.
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If we are unable to hire, retain and motivate qualified personnel, our business will suffer.
Our future success depends, in part, on our ability to continue to attract and retain highly skilled personnel. We believe that there is, and will continue to be, intense competition for highly skilled management, technical, sales and other personnel with experience in our industry in the San Francisco Bay Area, where our headquarters are located, and in other locations where we maintain offices. We must provide competitive compensation packages and a high quality work environment to hire, retain and motivate employees. If we are unable to retain and motivate our existing employees and attract qualified personnel to fill key positions, we may be unable to manage our business effectively, including the development, marketing and sale of our products, which could adversely affect our business, results of operations and financial condition. To the extent we hire personnel from competitors, we also may be subject to allegations that they have been improperly solicited or divulged proprietary or other confidential information.
Volatility in, or lack of performance of, our stock price may also affect our ability to attract and retain key personnel. Many of our key personnel are, or will soon be, vested in a substantial number of shares of Class A common stock or stock options. Employees may be more likely to terminate their employment with us if the shares they own or the shares underlying their vested options have significantly appreciated in value relative to the original purchase prices of the shares or the exercise prices of the options, or, conversely, if the exercise prices of the options that they hold are significantly above the trading price of our Class A common stock. If we are unable to retain our employees, our business, results of operations and financial condition could be adversely affected.

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United States federal legislation and international laws impose certain obligations on the senders of commercial emails, which could minimize the effectiveness of our platform, and establish financial penalties for non-compliance, which could increase the costs of our business.
The Federal Controlling the Assault of Non-Solicited Pornography and Marketing Act of 2003, or the CAN-SPAM Act, establishes certain requirements for commercial email messages and transactional email messages and specifies penalties for the transmission of email messages that are intended to deceive the recipient as to source or content. Among other things, the CAN-SPAM Act, obligates the sender of commercial emails to provide recipients with the ability to "opt-out" of receiving future commercial emails from the sender. In addition, some states have passed laws regulating commercial email practices that are significantly more restrictive and difficult to comply with than the CAN-SPAM Act. For example, Utah and Michigan prohibit the sending of email messages that advertise products or services that minors are prohibited by law from purchasing (e.g., alcoholic beverages, tobacco products, illegal drugs) or that contain content harmful to minors (e.g., pornography) to email addresses listed on specified child protection registries. Some portions of these state laws may not be preempted by the CAN-SPAM Act. In addition, certain non-U.S. jurisdictions such as Australia, Canada, and the European Union,in which we operate have enacted laws that regulateregulating the sending of email and some of these lawsthat are more restrictive than U.S. laws. For example, some foreign laws prohibit sending broad categories of email unless the recipient has provided the sender advance consent to receipt of such email, or in other words has “opted-in” to receiving such email. If we were found to be in violation of the CAN-SPAM Act, applicable state laws governing email not preempted by the CAN-SPAM Act or foreign laws regulating the distribution of email, whether as a result of violations by our customers or our own acts or omissions, we could be required to pay large penalties, which would adversely affect our financial condition, significantly harm our business, injure our reputation and erode customer trust. The terms of any injunctions, judgments, consent decrees or settlement agreements entered into in connection with enforcement actions or investigations against our company in connection with any of the foregoing laws may also require us to change one or more aspects of the way we operate our business, which could impair our ability to attract and retain customers or could increase our operating costs.
Our customers’ and other users’ violation of our policies or other misuse of our platform to transmit unauthorized, offensive or illegal messages, spam, phishing scams, and website links to harmful applications or for other fraudulent or illegal activity could damage our reputation, and we may face a risk of litigation and liability for illegal activities on our platform and unauthorized, inaccurate, or fraudulent information distributed via our platform.
The actual or perceived improper sending of text messages or voice calls may subject us to potential risks, including liabilities or claims relating to consumer protection laws and regulatory enforcement, including fines. For example, the Telephone Consumer Protection Act of 1991 restricts telemarketing and the use of automatic SMS text messages without properexplicit customer consent. This has resulted in civil claims against our company and requests for information through third‑partythird-party subpoenas. The scope and interpretation of the laws that are or may be applicable to the delivery of text messages or voice calls are continuously evolving and developing. If we do not comply with these laws or regulations or if we become liable under these laws or regulations due to the failure of our customers to comply with these laws by obtaining proper consent, we could face direct liability.
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Moreover, despite our ongoing and substantial efforts to limit such use, certain customers may use our platform to transmit unauthorized, offensive or illegal messages, calls, spam, phishing scams, and website links to harmful applications, reproduce and distribute copyrighted material or the trademarks of others without permission, and report inaccurate or fraudulent data or information. These issues also arise with respect to a portion of those users who use our platform on a free trial basis or upon initial use. These actions are in violation of our policies, in particular, our AuthorizedAcceptable Use Policy. However, our efforts to defeat spamming attacks, illegal robocalls and other fraudulent activity will not prevent all such attacks and activity, suchactivity. Such use of our platform could damage our reputation and we could face claims for damages, regulatory enforcement, copyright or trademark infringement, defamation, negligence, or fraud. Moreover, our customers’ and other users’ promotion of their products and services through our platform might not comply with federal, state, and foreign laws. We rely on contractual representations made to us by our customers that their use of our platform will comply with our policies and applicable law, including, without limitation, our email and messaging policies. Although we retain the right to verify that customers and other users are abiding by certain contractual terms, our AuthorizedAcceptable Use Policy and our email and messaging policies and, in certain circumstances, to review their email and distribution lists, our customers and other users are ultimately responsible for compliance with our policies, and we do not systematically audit our customers or other users to confirm compliance with our policies. We cannot predict whether our role in facilitating our customers’ or other users’ activities would expose us to liability under applicable law. Even if claims asserted against us do not result in liability, we may incur substantial costs in investigating and defending such claims. If we are found liable for our customers’ or other users’ activities, we could be required to pay fines or penalties, redesign business methods or otherwise expend resources to remedy any damages caused by such actions and to avoid future liability.


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Our use of open source software could negatively affect our ability to sell our products and subject us to possible litigation.
Our products and platform incorporate open source software, and we expect to continue to incorporate open source software in our products and platform in the future. Few of the licenses applicable to open source software have been interpreted by courts, and there is a risk that these licenses could be construed in a manner that could impose unanticipated conditions or restrictions on our ability to commercialize our products and platform. Moreover, although we have implemented policies to regulate the use and incorporation of open source software into our products and platform, we cannot be certain that we have not incorporated open source software in our products or platform in a manner that is inconsistent with such policies. If we fail to comply with open source licenses, we may be subject to certain requirements, including requirements that we offer our products that incorporate the open source software for no cost, that we make available source code for modifications or derivative works we create based upon, incorporating or using the open source software and that we license such modifications or derivative works under the terms of applicable open source licenses. If an author or other third party that distributes such open source software were to allege that we had not complied with the conditions of one or more of these licenses, we could be required to incur significant legal expenses defending against such allegations and could be subject to significant damages, enjoined from generating revenue from customers using products that contained the open source software and required to comply with onerous conditions or restrictions on these products. In any of these events, we and our customers could be required to seek licenses from third parties in order to continue offering our products and platform and to re‑engineerre-engineer our products or platform or discontinue offering our products to customers in the event re‑engineeringre-engineering cannot be accomplished on a timely basis. Any of the foregoing could require us to devote additional research and development resources to re‑engineerre-engineer our products or platform, could result in customer dissatisfaction and may adversely affect our business, results of operations and financial condition.
Changes in laws and regulations related to the Internet or changes in the Internet infrastructure itself may diminish the demand for our products, and could adversely affect our business, results of operations and financial condition.
The future success of our business depends upon the continued use of the Internet as a primary medium for commerce, communications and business applications. Federal, state or foreign government bodies or agencies have in the past adopted, and may in the future adopt, laws or regulations affecting the use of the Internet as a commercial medium. Changes in these laws or regulations could require us to modify our products and platform in order to comply with these changes. In addition, government agencies or private organizations have imposed and may impose additional taxes, fees or other charges for accessing the Internet or commerce conducted via the Internet. These laws or charges could limit the growth of Internet‑relatedInternet-related commerce or communications generally or result in reductions in the demand for Internet‑basedInternet-based products and services such as our products and platform. In addition, the use of the Internet as a business tool could be adversely affected due to delays in the development or adoption of new standards and protocols to handle increased demands of Internet activity, security, reliability, cost, ease‑of‑use,ease-of-use, accessibility and quality of service. The performance of the Internet and its acceptance as a business tool has been adversely affected by “viruses”, “worms”, and similar malicious programs. If the use of the Internet is reduced as a result of these or other issues, then demand for our products could decline, which could adversely affect our business, results of operations and financial condition.

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The standards that private entities and inbox service providers use to regulate the use and delivery of email have in the past interfered with, and may in the future interfere with, the effectiveness of our platform and our ability to conduct business.

Some of our customers rely on email to communicate with their existing or prospective customers. Various private entities attempt to regulate the use of email for commercial solicitation. TheseOther private entities often advocate standards of conduct or practice that significantly exceed current legal requirements and classify certain email solicitations that comply with current legal requirements as spam. Some of these entities maintain “blacklists” of companies and individuals, and the websites, inbox service providers and IP addresses associated with those entities or individuals that do not adhere to those standards of conduct or practices for commercial email solicitations that the blacklisting entity believes are appropriate. If a company’s IP addresses are listed by a blacklisting entity, emails sent from those addresses may be blocked if they are sent to any internet domain or internet address that subscribes to the blacklisting entity’s service or uses its blacklist.
From time to time, some of our IP addresses have become, and we expect will continue to be, listed with one or more blacklisting entities due to the messaging practices of our customers and other users. We may be at an increased risk of having our IP addresses blacklisted due to our scale and volume of email processed, compared to our smaller competitors. While the overall percentage of such email solicitations that our individual customers send may be at or below reasonable standards, the total aggregate number of all emails that we process on behalf of our customers may trigger increased scrutiny from these blacklisting entities. There can be no guarantee that we will be able to successfully remove ourselves from those lists. Because we fulfill email delivery on behalf of our customers, blacklisting of this type could undermine the effectiveness of our customers’ transactional

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email, email marketing programs and other email communications, all of which could have a material negative impact on our business, financial condition and results of operations.
Additionally, inbox service providers can block emails from reaching their users. While we continually improve our own technology and work closely with inbox service providers to maintain our deliverability rates, the implementation of new or more restrictive policies by inbox service providers may make it more difficult to deliver our customers’ emails, particularly if we are not given adequate notice of a change in policy or struggle to update our platform or services to comply with the changed policy in a reasonable amount of time. In addition, some inbox service providers categorize as “promotional” emails that originate from email service providers and, as a result, direct them to an alternate or “tabbed” section of the recipient’s inbox. If inbox service providers materially limit or halt the delivery of our customers’ emails, or if we fail to deliver our customers’ emails in a manner compatible with inbox service providers’ email handling or authentication technologies or other policies, or if the open rates of our customers’ emails are negatively impacted by the actions of inbox service providers to categorize emails, then customers may question the effectiveness of our platform and cancel their accounts. This, in turn, could harm our business, financial condition and results of operations.
We may be subject to governmental export controls and economic sanctions regulations that could impair our ability to compete in international markets due to licensing requirements and could subject us to liability if we are not in compliance with applicable laws.
Certain of our products and services may be subject to export control and economic sanctions regulations, including the U.S. Export Administration Regulations, U.S. Customs regulations and various economic and trade sanctions regulations administered by the U.S. Treasury Department’s Office of Foreign Assets Controls. Exports of our products and the provision of our services must be made in compliance with these laws and regulations. Although we take precautions to prevent our products from being provided in violation of such laws, we are aware of previous exports of certain of our products to a small number of persons and organizations that are the subject of U.S. sanctions or located in countries or regions subject to U.S. sanctions. If we fail to comply with these laws and regulations, we and certain of our employees could be subject to substantial civil or criminal penalties, including: the possible loss of export privileges; fines, which may be imposed on us and responsible employees or managers; and, in extreme cases, the incarceration of responsible employees or managers. Obtaining the necessary authorizations, including any required license, for a particular deployment may be time‑consuming,time-consuming, is not guaranteed and may result in the delay or loss of sales opportunities. In addition, changes in our products or services, or changes in applicable export or economic sanctions regulations may create delays in the introduction and deployment of our products and services in international markets, or, in some cases, prevent the export of our products or provision of our services to certain countries or end users. Any change in export or economic sanctions regulations, shift in the enforcement or scope of existing regulations, or change in the countries, governments, persons or technologies targeted by such regulations, could also result in decreased use of our products and services, or in our decreased ability to export our products or provide our services to existing or prospective customers with international operations. Any decreased use of our products and services or limitation on our ability to export our products and provide our services could adversely affect our business, results of operations and financial condition.
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Further, we incorporate encryption technology into certain of our products. Various countries regulate the import of certain encryption technology, including through import permitting and licensing requirements, and have enacted laws that could limit our customers’ ability to import our products into those countries. Encryption products and the underlying technology may also be subject to export control restrictions. Governmental regulation of encryption technology and regulation of exports of encryption products, or our failure to obtain required approval for our products, when applicable, could harm our international sales and adversely affect our revenue. Compliance with applicable regulatory requirements regarding the export of our products and provision of our services, including with respect to new releases of our products and services, may create delays in the introduction of our products and services in international markets, prevent our customers with international operations from deploying our products and using our services throughout their globally‑distributedglobally-distributed systems or, in some cases, prevent the export of our products or provision of our services to some countries altogether.
Our reliance on SaaS technologies from third parties may adversely affect our business, results of operations and financial condition.
We rely heavily on hosted SaaS technologies from third parties in order to operate critical internal functions of our business, including enterprise resource planning, customer support and customer relations management services. If these services become unavailable due to extended outages or interruptions, or because they are no longer available on commercially reasonable terms or prices, our expenses could increase. As a result, our ability to manage our operations could be interrupted and our processes for managing our sales process and supporting our customers could be impaired until equivalent services, if

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available, are identified, obtained and implemented, all of which could adversely affect our business, results of operations and financial condition.
We may have additional tax liabilities, which could harm our business, results of operations and financial condition.

Significant judgments and estimates are required in determining our provision for income taxes and other tax liabilities. Our tax expense may be impacted, for example, if tax laws change or are clarified to our detriment or if tax authorities successfully challenge the tax positions that we take, such as, for example, positions relating to the arms‑lengtharms-length pricing standards for our intercompany transactions and our state sales and use tax positions. In determining the adequacy of income taxes, we assess the likelihood of adverse outcomes that could result if our tax positions were challenged by the Internal Revenue Service (“IRS”), and other tax authorities. Should the IRS or other tax authorities assess additional taxes as a result of examinations, we may be required to record charges to operations that could adversely affect our results of operations and financial condition. We are currently in discussions with certain statesjurisdictions regarding prior state sales taxes that we may owe. We have reserved $26.1$28.1 million on our June 30, 20192020 balance sheet for these tax payments. The actual exposure could differ materially from our current estimates, and if the actual payments we make to these and other statesany jurisdiction exceed the accrual in our balance sheet, our results of operations would be harmed. For example, one jurisdiction has assessed us for $38.8 million in taxes, including interest and penalties, which exceeded the $11.5 million we had accrued as of June 30, 2020. We believe this assessment is overstated and have disputed it, paid the full amount as required by law, and are seeking a refund. The payment made in excess of the accrued amount will be reflected as a deposit in our balance sheet in the future periods. If the jurisdiction denies our refund claim, we will challenge the jurisdiction’s denial in court. However, litigation is uncertain and a ruling against us may adversely affect our financial position and results of operation.
We could be subject to liability for historical and future sales, use and similar taxes, which could adversely affect our results of operations.
We conduct operations in many tax jurisdictions throughout the United States. In many of these jurisdictions, non‑income‑basednon-income-based taxes, such as sales, and use, and telecommunications taxes, are assessed on our operations. We are subject to indirect taxes, and may be subject to certain other taxes, in some of these jurisdictions. Historically, we have not billed or collected these taxes and, in accordance with generally accepted accounting principles in the United States (“U.S. GAAP”), we have recorded a provision for our tax exposure in these jurisdictions when it is both probable that a liability has been incurred and the amount of the exposure can be reasonably estimated. These estimates include several key assumptions, including, but not limited to, the taxability of our products, the jurisdictions in which we believe we have nexus, and the sourcing of revenues to those jurisdictions. In the event these jurisdictions challenge our assumptions and analysis, our actual exposure could differ materially from our current estimates.
We have been and may continue to be subject to scrutiny from state tax authorities in various jurisdictions and may have additional exposure related to our historical operations. Furthermore, certain jurisdictions in which we do not collect such taxes have in the past and may in the future assert that such taxes are applicable, which could result in tax assessments, penalties and interest, and we may be required to collect such taxes in the future. Such tax assessments, penalties and interest or future
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requirements may adversely affect our business, the prices at which we are able to offer our services, our results of operations and financial condition.
Effective March 2017, we began collecting telecommunications‑basedcertain telecommunications-based taxes from our customers in certain jurisdictions. Since then, we have added more jurisdictions where we collect these taxes and we expect to continue expanding the number of jurisdictions in which we will collect these taxes in the future. We are also in discussions with certain jurisdictions regarding our prior sales and other taxes, if any, that we may owe. In the event any of these jurisdictions disagree with management’s assumptions and analysis, the assessment of our tax exposure could differ materially from management's current estimates. Some customers may question the incremental tax charges and some may seek to negotiate lower pricing from us, which could adversely affect our business, results of operations and financial condition.
Our global operations and structure subject us to potentially adverse tax consequences.
We generally conduct our global operations through subsidiaries and report our taxable income in various jurisdictions worldwide based upon our business operations in those jurisdictions. In particular, our intercompany relationships are subject to complex transfer pricing regulations administered by taxing authorities in various jurisdictions. Also, our tax expense could be affected depending on the applicability of withholding and other taxes (including withholding and indirect taxes on software licenses and related intercompany transactions) under the tax laws of certain jurisdictions in which we have business operations. The relevant revenue and taxing authorities may disagree with positions we have taken generally, or our determinations as to the value of assets sold or acquired or income and expenses attributable to specific jurisdictions. If such a disagreement were to occur, and our position were not sustained, we could be required to pay additional taxes, interest and penalties, which could result in one‑timeone-time tax charges, higher effective tax rates, reduced cash flows and lower overall profitability of our operations.
Certain government agencies in jurisdictions where we and our affiliates do business have had an extended focus on issues related to the taxation of multinational companies. In addition, the Organization for Economic Co‑operationCo-operation and Development is conducting a project focused on base erosion and profit shifting in international structures, which seeks to establish certain international standards for taxing the worldwide income of multinational companies. As a result of these

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developments, the tax laws of certain countries in which we and our affiliates do business could change on a prospective or retroactive basis, and any such changes could increase our liabilities for taxes, interest and penalties, and therefore could harm our business, cash flows, results of operations and financial position.
Changes in the U.S. taxation of international business activities or the adoption of other tax reform policies could materially impact our business, results of operations and financial condition.
Changes to U.S. tax laws that may be enacted in the future could impact the tax treatment of our foreign earnings. Due to the expansion of our international business activities, any changes in the U.S. taxation of such activities may increase our worldwide effective tax rate and adversely affect our business, results of operations and financial condition.
If we experience excessive credit card or fraudulent activity, we could incur substantial costs.
Most of our customers authorize us to bill their credit card accounts directly for service fees that we charge. If people pay for our services with stolen credit cards, we could incur substantial third‑partythird-party vendor costs for which we may not be reimbursed. Further, our customers provide us with credit card billing information online, and we do not review the physical credit cards used in these transactions, which increases our risk of exposure to fraudulent activity. We also incur charges, which we refer to as chargebacks, from the credit card companies from claims that the customer did not authorize the credit card transaction to purchase our services. If the number of unauthorized credit card transactions becomes excessive, we could be assessed substantial fines for excess chargebacks, and we could lose the right to accept credit cards for payment.
Our products may also be subject to fraudulent usage, including but not limited to revenue share fraud, domestic traffic pumping, subscription fraud, premium text message scams and other fraudulent schemes. Although our customers are required to set passwords or personal identification numbers to protect their accounts, third parties have in the past been, and may in the future be, able to access and use their accounts through fraudulent means. Furthermore, spammers attempt to use our products to send targeted and untargeted spam messages. We cannot be certain that our efforts to defeat spamming attacks will be successful in eliminating all spam messages from being sent using our platform. In addition, a cybersecurity breach of our customers’ systems could result in exposure of their authentication credentials, unauthorized access to their accounts or fraudulent calls on their accounts, any of which could adversely affect our business, results of operations and financial condition.
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Unfavorable conditions in our industry or the global economy or reductions in spending on information technology and communications could adversely affect our business, results of operations and financial condition.
Our results of operations may vary based on the impact of changes in our industry or the global economy on our customers. Our results of operations depend in part on demand for information technology and cloud communications. In addition, our revenue is dependent on the usage of our products, which in turn is influenced by the scale of business that our customers are conducting. To the extent that weak economic conditions, geopolitical developments, such as existing and potential trade wars, and other events outside of our control such as the COVID-19 pandemic, result in a reduced volume of business for, and communications by, our customers and prospective customers, demand for, and use of, our products may decline. Furthermore, weak economic conditions may make it more difficult to collect on outstanding accounts receivable. Additionally, historically, we have generated the substantial majority of our revenue from small and medium‑sizedmedium-sized businesses, and we expect this to continue for the foreseeable future. Small and medium‑sizedmedium-sized business may be affected by economic downturns to a greater extent than enterprises, and typically have more limited financial resources, including capital borrowing capacity, than enterprises. If our customers reduce their use of our products, or prospective customers delay adoption or elect not to adopt our products, as a result of a weak economy, this could adversely affect our business, results of operations and financial condition.
We may require additional capital to support our business, and this capital might not be available on acceptable terms, if at all.
We intend to continue to make investments to support our business and may require additional funds. In particular, we may seek additional funds to develop new products and enhance our platform and existing products, expand our operations, including our sales and marketing organizations and our presence outside of the United States, improve our infrastructure or acquire complementary businesses, technologies, services, products and other assets. In addition, we may use a portion of our cash to satisfy tax withholding and remittance obligations related to outstanding restricted stock units. Accordingly, we may need to engage in equity or debt financings to secure additional funds. If we raise additional funds through future issuances of equity or convertible debt securities, our stockholders could suffer significant dilution, and any new equity securities we issue could have rights, preferences and privileges superior to those of holders of our Class A and Class B common stock. Any debt financing that we may secure in the future could involve restrictive covenants relating to our capital raising activities and other financial and operational matters, which may make it more difficult for us to obtain additional capital and to pursue business

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opportunities. We may not be able to obtain additional financing on terms favorable to us, if at all. If we are unable to obtain adequate financing or financing on terms satisfactory to us when we require it, our ability to continue to support our business growth, scale our infrastructure, develop product enhancements and to respond to business challenges could be significantly impaired, and our business, results of operations and financial condition may be adversely affected.
We face exposure to foreign currency exchange rate fluctuations, and such fluctuations could adversely affect our business, results of operations and financial condition.
As our international operations expand, our exposure to the effects of fluctuations in currency exchange rates grows. For example, global political events, including Brexit, trade tariff developments and other geopolitical events have caused global economic uncertainty and variability in foreign currency exchange rates. While we have primarily transacted with customers and business partners in U.S. dollars, we have transacted with customers in Japan inAustralian dollar, Brazilian real, British pounds, euro, Japanese Yen and in Europe in Eurosyen, and Swedish Kronas.krona. We expect to significantly expand the number of transactions with customers that are denominated in foreign currencies in the future as we continue to expand our business internationally. We also incur expenses for some of our network service provider costs outside of the United States in local currencies and for employee compensation and other operating expenses at our non‑U.S.non-U.S. locations in the local currency for such locations. Fluctuations in the exchange rates between the U.S. dollar and other currencies could result in an increase to the U.S. dollar equivalent of such expenses.
In addition, our international subsidiaries maintain net assets that are denominated in currencies other than the functional operating currencies of these entities. As we continue to expand our international operations, we become more exposed to the effects of fluctuations in currency exchange rates. Accordingly, changes in the value of foreign currencies relative to the U.S. dollar can affect our results of operations due to transactional and translational remeasurements. As a result of such foreign currency exchange rate fluctuations, it could be more difficult to detect underlying trends in our business and results of operations. In addition, to the extent that fluctuations in currency exchange rates cause our results of operations to differ from our expectations or the expectations of our investors and securities analysts who follow our stock, the trading price of our Class A common stock could be adversely affected.
We do not currently maintain a program to hedge transactional exposures in foreign currencies. However, in the future, we may use derivative instruments, such as foreign currency forward and option contracts, to hedge certain exposures to
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fluctuations in foreign currency exchange rates. The use of such hedging activities may not offset any or more than a portion of the adverse financial effects of unfavorable movements in foreign exchange rates over the limited time the hedges are in place. Moreover, the use of hedging instruments may introduce additional risks if we are unable to structure effective hedges with such instruments.
Our ability to use our net operating losses to offset future taxable income may be subject to certain limitations.
As of December 31, 2018,2019, we had federal, state and foreign net operating loss carryforwards (“NOLs”), of $452.7$1,159.3 million, $347.1$630.2 million and $8.1$13.8 million, respectively, due to prior period losses.respectively. In the six monthsyear ended June 30,December 31, 2019, as a result of our SendGrid acquisition, we assumed a $57.2$56.2 million deferred tax liability, as described in NoteNotes 6 and Note 16 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterlyour Annual Report on Form 10‑Q.10-K filed with the SEC on March 2, 2020. In general, under Section 382 of the Internal Revenue Code of 1986, as amended (the “Code”), a corporation that undergoes an “ownership change” (generally defined as a greater than 50‑percentage‑point50-percentage-point cumulative change (by value) in the equity ownership of certain stockholders over a rolling three‑yearthree-year period) is subject to limitations on its ability to utilize its pre‑changepre-change NOLs to offset post‑changepost-change taxable income. Our existing NOLs may be subject to limitations arising from previous ownership changes, and if we undergo an ownership change in the future, our ability to utilize NOLs could be further limited by Section 382 of the Code. Future changes in our stock ownership, some of which may be outside of our control, could result in an ownership change under Section 382 of the Code.
On December 22, 2017, the U.S. government enacted new tax legislation commonly referred to as the Tax Cuts and Jobs Act (the “Tax Act”). The Tax Act makes broad and complex changes to the U.S. tax code including changes to the uses and limitations of net operating losses. For example, while the Tax Act allows for federal net operating losses incurred in tax years beginning after December 31, 2017 to be carried forward indefinitely, the Tax Act also imposes an 80% limitation on the use of net operating losses that are generated in tax years beginning after December 31, 2017. However, netNet operating losses generated prior to December 31, 2017 will still have a 20‑year20-year carryforward period butand are not subject to the 80% limitation. Furthermore, ourThe CARES Act enacted on March 27, 2020 permits a full five-year carryback of net operating losses arising in tax years beginning after December 31, 2017 and before January 1, 2021. This provision does not impact us since we have net operating losses in the applicable tax years. Our ability to utilize our net operating losses is conditioned upon our maintaining profitability in the future and generating U.S. federal taxable income. Since we do not know whether or when we will generate the U.S. federalloss carryforwards depends on existence of sufficient taxable income necessary to utilize our remaining net operating losses, theseof the appropriate character within the carryforward period. Based on all available evidence, other than future taxable income from reversing taxable temporary differences, we have no other sources of taxable income that are objectively verifiable. As such, net operating loss carryforwards generated prior to December 31, 2017, could expire unused.


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taxable income.
If our estimates or judgments relating to our critical accounting policies prove to be incorrect, our results of operations could be adversely affected.
The preparation of financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the amounts reported in the consolidated financial statements and accompanying notes. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances, as provided in Part I, Item 2, “Management’s Discussion and Analysis of Financial Condition and Results of Operations.” The results of these estimates form the basis for making judgments about the carrying values of assets, liabilities and equity, and the amount of revenue and expenses that are not readily apparent from other sources. Assumptions and estimates used in preparing our consolidated financial statements include those related to revenue recognition stock‑based compensation and capitalization of our internal‑use software development costs.business combinations. Our results of operations may be adversely affected if our assumptions change or if actual circumstances differ from those in our assumptions, which could cause our results of operations to fall below the expectations of securities analysts and investors, resulting in a decline in the trading price of our Class A common stock.
Changes in financial accounting standards or practices may cause adverse, unexpected financial reporting fluctuations and affect our results of operations.
A change in accounting standards or practices may have a significant effect on our results of operations and may even affect our reporting of transactions completed before the change is effective. New accounting pronouncements and varying interpretations of accounting pronouncements have occurred and may occur in the future. Changes to existing rules or the questioning of current practices may adversely affect our reported financial results or the way we conduct our business.
For example, a new accounting guidance, Accounting Standards Codification (“ASC”) 842, “Leases”, became effective January 1, 2019. The adoption of this new guidance had a significant impact on our balance sheet as described in details Notedetail in Notes 2 and Note 5 to our unaudited condensed consolidated financial statements included elsewhere in this Quarterlyour Annual Report on Form 10-Q.10-K filed with the SEC on March 2,
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2020. Adoption of these types of accounting standards and any difficulties in implementation of changes in accounting principles, including the ability to modify our accounting systems, could cause us to fail to meet our financial reporting obligations, which result in regulatory discipline and harm investors' confidence in us.
If we fail to maintain an effective system of disclosure controls and internal control over financial reporting, our ability to produce timely and accurate financial statements or comply with applicable regulations could be impaired.
As a public company, we are required to maintain internal control over financial reporting and to report any material weaknesses in such internal control. Section 404 of the Sarbanes‑OxleySarbanes-Oxley Act of 2002, or the Sarbanes‑OxleySarbanes-Oxley Act, requires that we evaluate and determine the effectiveness of our internal control over financial reporting and provide a management report on internal control over financial reporting. A material weakness is a deficiency, or combination of deficiencies, in internal control over financial reporting, such that there is a reasonable possibility that a material misstatement of our financial statements will not be prevented or detected on a timely basis.
We reported in our Annual Report on Form 10‑K10-K as of December 31, 2017, a material weakness related to the tracking of qualifying internal use software development costs eligible for capitalization. During 2018, we completed the remediation measures related to our previously reported material weakness and have concluded that our internal control over financial reporting was effective as of December 31, 2018.2018 and 2019. However, completion of remediation does not provide assurance that our remediated controls will continue to operate properly or that our financial statements will be free from error.
Our current controls and any new controls that we develop may become inadequate because of changes in conditions in our business. Further, weaknesses in our disclosure controls and internal control over financial reporting may be discovered in the future. Any failure to develop or maintain effective controls or any difficulties encountered in their implementation or improvement could harm our results of operations or cause us to fail to meet our reporting obligations and may result in a restatement of our financial statements for prior periods. Any failure to implement and maintain effective internal control over financial reporting also could adversely affect the results of periodic management evaluations and annual independent registered public accounting firm attestation reports regarding the effectiveness of our internal control over financial reporting that we are required to include in our periodic reports that will be filed with the SEC. Ineffective disclosure controls and procedures and internal control over financial reporting could also cause investors to lose confidence in our reported financial and other information, and could have a material and adverse effect on our business, results of operations and financial condition and could cause a decline in the trading price of our Class A common stock. In addition, if we are unable to continue to meet these requirements, we may not be able to remain listed on the New York Stock Exchange.
If our goodwill or intangible assets become impaired, we may be required to record a significant charge to earnings.

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We review our intangible assets for impairment when events or changes in circumstances indicate the carrying value may not be recoverable. Goodwill is required to be tested for impairment at least annually. As of June 30, 2019,2020, we carried a net $2,769.0$2,716.4 million of goodwill and intangible assets. An adverse change in market conditions, particularly if such change has the effect of changing one of our critical assumptions or estimates, could result in a change to the estimation of fair value that could result in an impairment charge to our goodwill or intangible assets. Any such charges may adversely affect our results of operations.
Our business is subject to the risks of pandemics, earthquakes, fire, floods and other natural catastrophic events, and to interruption by man‑mademan-made problems such as power disruptions, computer viruses, data security breaches or terrorism.
Our corporate headquarters are located in the San Francisco Bay Area, a region known for seismic activity. A significant natural disaster, such as an earthquake, fire or flood, occurring at our headquarters, at one of our other facilities or where a business partner is located could adversely affect our business, results of operations and financial condition. Further, if a natural disaster or man‑mademan-made problem were to affect our service providers, this could adversely affect the ability of our customers to use our products and platform. In addition, natural disasters, pandemics and acts of terrorism could cause disruptions in our or our customers’ businesses, national economies or the world economy as a whole. For example, the rapid spread of coronavirus (COVID-19) globally has resulted in increased travel restrictions and disruption and shutdown of businesses. Health concerns or political or governmental developments in countries in which we or our customers, partners and service providers operate could result in economic, social or labor instability and could have a material adverse effect on our business and our results of operations and financial condition. The extent to which the coronavirus impacts our results will depend on future developments, which are highly uncertain and will include emerging information concerning the severity of the coronavirus and the actions taken by governments and private businesses to attempt to contain the coronavirus. Any prolonged contractions in the travel and hospitality industries, along with any effects on supply chain or on other industries in which our customers operate, could materially and adversely impact our business, results of operations and financial condition.
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We also rely on our network and third‑partythird-party infrastructure and enterprise applications and internal technology systems for our engineering, sales and marketing, and operations activities. Although we maintain incident management and disaster response plans, in the event of a major disruption caused by a natural disaster or man‑mademan-made problem, we may be unable to continue our operations and may endure system interruptions, reputational harm, delays in our development activities, lengthy interruptions in service, breaches of data security and loss of critical data, any of which could adversely affect our business, results of operations and financial condition.
In addition, computer malware, viruses and computer hacking, fraudulent use attempts and phishing attacks have become more prevalent in our industry, have occurred on our platform in the past and may occur on our platform in the future. Though it is difficult to determine what, if any, harm may directly result from any specific interruption or attack, any failure to maintain performance, reliability, security, integrity and availability of our products and technical infrastructure to the satisfaction of our users may harm our reputation and our ability to retain existing users and attract new users.
Risks Related to Ownership of Our Class A Common Stock
The trading price of our Class A common stock has been volatile and may continue to be volatile, and you could lose all or part of your investment.
Prior to our initial public offering in June 2016, there was no public market for shares of our Class A common stock. On June 23, 2016, we sold shares of our Class A common stock to the public at $15.00 per share. From June 23, 2016, the date that our Class A common stock started trading on the New York Stock Exchange, through June 30, 2019,2020, the trading price of our Class A common stock has ranged from $22.80 per share to $151.00$222.38 per share. The trading price of our Class A common stock may continue to fluctuate significantly in response to numerous factors, many of which are beyond our control, including:
price and volume fluctuations in the overall stock market from time to time;
volatility in the trading prices and trading volumes of technology stocks;
changes in operating performance and stock market valuations of other technology companies generally, or those in our industry in particular;
sales of shares of our Class A common stock by us or our stockholders;
failure of securities analysts to maintain coverage of us, changes in financial estimates by securities analysts who follow our company, or our failure to meet these estimates or the expectations of investors;
the financial projections we may provide to the public, any changes in those projections or our failure to meet those projections;
announcements by us or our competitors of new products or services;
the public’s reaction to our press releases, other public announcements and filings with the SEC;
rumors and market speculation involving us or other companies in our industry;

changes in laws, industry standards, regulations or regulatory enforcement in the United States or internationally, the General Data Protection Regulation (“GDPR”), the California Consumer Privacy Act of 2018 and other privacy regulations that may be implemented in the future, including the Schrems II decision invalidating the EU-U.S. Privacy Shield, SHAKEN/STIR and other robocalling prevention and anti-spam standards and increased costs associated with such compliance, as well as enhanced Know-Your-Client processes that impact our ability to market, sell or deliver our products;
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actual or anticipated changes in our results of operations or fluctuations in our results of operations;
actual or anticipated developments in our business, our competitors’ businesses or the competitive landscape generally;
litigation involving us, our industry or both, or investigations by regulators into our operations or those of our competitors;
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developments or disputes concerning our intellectual property or other proprietary rights;
announced or completed acquisitions of businesses, products, services or technologies by us or our competitors;
new laws or regulations or new interpretations of existing laws or regulations applicable to our business;
changes in accounting standards, policies, guidelines, interpretations or principles;
any significant change in our management; and
general economic conditions and slow or negative growth of our markets.
In addition, in the past, following periods of volatility in the overall market and the market price of a particular company’s securities, securities class action litigation has often been instituted against these companies. This litigation, if instituted against us, could result in substantial costs and a diversion of our management’s attention and resources.
Substantial future sales of shares of our Class A common stock could cause the market price of our Class A common stock to decline.
The market price of our Class A common stock could decline as a result of substantial sales of our Class A common stock, particularly sales by our directors, executive officers and significant stockholders, or the perception in the market that holders of a large number of shares intend to sell their shares.
Additionally, the shares of Class A common stock subject to outstanding options and restricted stock unit awards under our equity incentive plans and the shares reserved for future issuance under our equity incentive plans will become eligible for sale in the public market upon issuance, subject to applicable insider trading policies. Certain holders of our Class A common stock have rights, subject to some conditions, to require us to file registration statements covering their shares or to include their shares in registration statements that we may file for our stockholders or ourselves.
The dual class structure of our common stock has the effect of concentrating voting control with those stockholders who held our capital stock prior to the completion of our initial public offering, including our directors, executive officers and their respective affiliates. This limits or precludes your ability to influence corporate matters, including the election of directors, amendments of our organizational documents and any merger, consolidation, sale of all or substantially all of our assets, or other major corporate transaction requiring stockholder approval.
Our Class B common stock has 10 votes per share, and our Class A common stock has one vote per share. As of June 30, 2019,2020, our directors, executive officers and their respective affiliates, held in the aggregate 39.9%27.5% of the voting power of our capital stock. Because of the 10‑to‑one10-to-one voting ratio between our Class B common stock and Class A common stock, the holders of our Class B common stock collectively will continue to control a majority of the combined voting power of our common stock and therefore be able to control all matters submitted to our stockholders for approval until the earlier of (i) June 28, 2023, or (ii) the date the holders of two‑thirdstwo-thirds of our Class B common stock elect to convert the Class B common stock to Class A common stock. This concentrated control limits or precludes your ability to influence corporate matters for the foreseeable future, including the election of directors, amendments of our organizational documents, and any merger, consolidation, sale of all or substantially all of our assets, or other major corporate transaction requiring stockholder approval. In addition, this may prevent or discourage unsolicited acquisition proposals or offers for our capital stock that you may feel are in your best interest as one of our stockholders.
Future transfers by holders of Class B common stock will generally result in those shares converting to Class A common stock, subject to limited exceptions, such as certain transfers effected for estate planning purposes. The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those holders of Class B common stock who retain their shares in the long term.

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If securities or industry analysts cease publishing research or reports about us, our business or our market, or if they change their recommendations regarding our Class A common stock adversely, the trading price of our Class A common stock and trading volume could decline.
The trading market for our Class A common stock is influenced by the research and reports that securities or industry analysts may publish about us, our business, our market or our competitors. If any of the analysts who cover us change their recommendation regarding our Class A common stock adversely, or provide more favorable relative recommendations about our competitors, the trading price of our Class A common stock would likely decline. If any analyst who covers us were to
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cease coverage of our company or fail to regularly publish reports on us, we could lose visibility in the financial markets, which in turn could cause the trading price of our Class A common stock or trading volume to decline.
Anti‑takeoverAnti-takeover provisions contained in our amended and restated certificate of incorporation and amended and restated bylaws, as well as provisions of Delaware law, could impair a takeover attempt.
Our amended and restated certificate of incorporation, amended and restated bylaws and Delaware law contain provisions which could have the effect of rendering more difficult, delaying, or preventing an acquisition deemed undesirable by our board of directors. Among other things, our amended and restated certificate of incorporation and amended and restated bylaws include provisions:
authorizing “blank check” preferred stock, which could be issued by our board of directors without stockholder approval and may contain voting, liquidation, dividend and other rights superior to our Class A and Class B common stock;
limiting the liability of, and providing indemnification to, our directors and officers;
limiting the ability of our stockholders to call and bring business before special meetings;
providing for a dual class common stock structure in which holders of our Class B common stock have the ability to control the outcome of matters requiring stockholder approval, even if they own significantly less than a majority of the outstanding shares of our Class A and Class B common stock, including the election of directors and significant corporate transactions, such as a merger or other sale of our company or its assets;
providing that our board of directors is classified into three classes of directors with staggered three‑yearthree-year terms;
prohibit stockholder action by written consent, which requires all stockholder actions to be taken at a meeting of our stockholders;
requiring advance notice of stockholder proposals for business to be conducted at meetings of our stockholders and for nominations of candidates for election to our board of directors; and
controlling the procedures for the conduct and scheduling of board of directors and stockholder meetings.meetings; and
providing for advance notice procedures that stockholders must comply with in order to nominate candidates to our board of directors or to propose matters to be acted upon at a meeting of stockholders, which may discourage or deter a potential acquirer from conducting a solicitation of proxies to elect the acquirer’s own slate of directors or otherwise attempting to obtain control of us.
These provisions, alone or together, could delay or prevent hostile takeovers and changes in control or changes in our management.
As a Delaware corporation, we are also subject to provisions of Delaware law, including Section 203 of the Delaware General Corporation law, which prevents certain stockholders holding more than 15% of our outstanding common stock from engaging in certain business combinations without approval of the holders of at least two‑thirdstwo-thirds of our outstanding common stock not held by such 15% or greater stockholder.
Any provision of our amended and restated certificate of incorporation, amended and restated bylaws or Delaware law that has the effect of delaying, preventing or deterring a change in control could limit the opportunity for our stockholders to receive a premium for their shares of our common stock and could also affect the price that some investors are willing to pay for our Class A common stock.
We do not expect to declare any dividends in the foreseeable future.
We have never paid dividends and we do not anticipate declaring any cash dividends to holders of our common stock in the foreseeable future. Consequently, investors may need to rely on sales of their Class A common stock after price appreciation, which may never

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occur, as the only way to realize any future gains on their investment. Investors seeking cash dividends should not purchase our Class A common stock.

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Risks Related to the Outstanding Notes
Servicing our future debt may require a significant amount of cash, and we may not have sufficient cash flow from our business to pay our indebtedness.
Our ability to make scheduled payments of the principal of, to pay interest on or to refinance our indebtedness, including our 0.25% convertible senior notes due 2023 (the “Notes”), depends on our future performance, which is subject to economic, financial, competitive and other factors beyond our control. Our business may not generate cash flow from operations in the future sufficient to service our debt and make necessary capital expenditures. If we are unable to generate such cash flow, we may be required to adopt one or more alternatives, such as selling assets, restructuring debt or obtaining additional debt financing or equity capital on terms that may be onerous or highly dilutive. Our ability to refinance any future indebtedness will depend on the capital markets and our financial condition at such time. We may not be able to engage in any of these activities or engage in these activities on desirable terms, which could result in a default on our debt obligations. In addition, any of our future debt agreements may contain restrictive covenants that may prohibit us from adopting any of these alternatives. Our failure to comply with these covenants could result in an event of default which, if not cured or waived, could result in the acceleration of our debt.
We may not have the ability to raise the funds necessary for cash settlement upon conversion of the Notes or to repurchase the Notes for cash upon a fundamental change, and our future debt may contain limitations on our ability to pay cash upon conversion of the Notes or to repurchase the Notes.
Subject to limited exceptions, holders of the Notes have the right to require us to repurchase their Notes upon the occurrence of a fundamental change at a fundamental change repurchase price equal to 100% of the principal amount of the Notes to be repurchased, plus accrued and unpaid interest, if any, to, but excluding, the fundamental change repurchase date. In addition, upon conversion of the Notes, unless we elect to deliver solely shares of our Class A common stock to settle such conversion (other than paying cash in lieu of delivering any fractional share), we will be required to make cash payments in respect of the Notes being converted. However, we may not have enough available cash or be able to obtain financing at the time we are required to make repurchases of Notes surrendered therefor or pay any cash amounts due upon conversion. In addition, our ability to repurchase the Notes or to pay cash upon conversions of the Notes may be limited by law, by regulatory authority or by agreements governing our future indebtedness. Our failure to repurchase Notes at a time when the repurchase is required by the indenture governing the Notes or to pay any cash payable on future conversions of the Notes as required by such indenture would constitute a default under such indenture. A default under the indenture or the fundamental change itself could also lead to a default under agreements governing our future indebtedness. If the repayment of the related indebtedness were to be accelerated after any applicable notice or grace periods, we may not have sufficient funds to repay the indebtedness and repurchase the Notes or make cash payments upon conversions thereof.
The triggering of the conditional conversion feature of the Notes could adversely affect our financial condition and operating results.
In the event the conditional conversion feature of the Notes is triggered, holders of the Notes will be entitled to convert the Notes at any time during specified periods at their option. This conditional conversion feature was triggered during the three months ended June 30, 2019 ,2020, as the last reported sale price of our Class A common stock was more than or equal to 130% of the conversion price for at least 20 trading days (whether or not consecutive) in the period of 30 consecutive trading days ending on June 28, 201930, 2020 (the last trading day of the calendar quarter), and therefore the Notes are currently convertible, in whole or in part, at the option of the holders between July 1, 20192020 through September 30, 2019.2020. Whether the Notes will be convertible following such period will depend on the continued satisfaction of this condition or another conversion condition in the future. If one or more holders elect to convert their Notes during a period in which the Notes are convertible, unless we elect to satisfy our conversion obligation by delivering solely shares of our Class A common stock (other than paying cash in lieu of delivering any fractional share), we would be required to settle a portion or all of our conversion obligation through the payment of cash, which could adversely affect our liquidity. In addition, even if holders do not elect to convert their Notes, under certain circumstances, such as a fundamental change or default, as described in the indenture, we could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the Notes as a current rather than long‑termlong-term liability, which would result in a material reduction of our net working capital.

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The accounting method for convertible debt securities that may be settled in cash, such as the Notes, could have a material effect on our reported financial results.
Under Financial Accounting Standards Board Accounting Standards Codification 470‑20,470-20, Debt with Conversion and Other Options, which we refer to as ASC 470‑20,470-20, an entity must separately account for the liability and equity components of
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convertible debt instruments (such as the Notes) that may be settled entirely or partially in cash upon conversion in a manner that reflects the issuer’s economic interest cost. ASC 470‑20470-20 requires the value of the conversion option of the Notes, representing the equity component, to be recorded as additional paid‑inpaid-in capital within stockholders’ equity in our consolidated balance sheet and as a discount to the debt component of the Notes, which reduces their initial debt carrying value reflected as a liability on our balance sheets. The carrying value of the debt component of the Notes, net of the discount recorded, will be accreted up to the principal amount of the Notes from the issuance date until maturity, which will result in non‑cashnon-cash charges to interest expense in our consolidated statement of operations. Accordingly, we will report lower net income or higher net loss in our financial results because ASC 470‑20470-20 requires interest to include both the current period’s accretion of the debt discount and the instrument’s coupon interest, which could adversely affect our reported or future financial results, the trading price of our Class A common stock and the trading price of the Notes.
In addition, under certain circumstances, convertible debt instruments (such as the Notes) that may be settled entirely or partly in cash are currently accounted for utilizing the treasury stock method, the effect of which is that the shares issuable upon conversion of the Notes are not included in the calculation of diluted earnings per share except to the extent that the conversion value of the Notes exceeds their principal amount. Under the treasury stock method, for diluted earnings per share purposes, the transaction is accounted for as if the number of shares of Class A common stock that would be necessary to settle such excess, if we elected to settle such excess in shares, are issued. We cannot be sure that the accounting standards in the future will continue to permit the use of the treasury stock method. If we are unable to use the treasury stock method in accounting for the shares issuable upon conversion of the Notes, then our diluted earnings per share would be adversely affected in periods when we report net income.
The capped call transactions may affect the value of the Notes and our Class A common stock.
In connection with the pricing of the Notes, we entered into privately negotiated capped call transactions with the option counterparties. The capped call transactions are expected generally to reduce the potential dilution to our Class A common stock upon any conversion of the Notes and/or offset any potential cash payments we are required to make in excess of the principal amount of converted Notes, as the case may be, with such reduction and/or offset subject to a cap.
In connection with establishing their initial hedges of the capped call transactions, the option counterparties or their respective affiliates entered into various derivative transactions with respect to our Class A common stock and/or purchased shares of our Class A common stock concurrently with or shortly after the pricing of the Notes.
In addition, the option counterparties and/or their respective affiliates may modify their hedge positions by entering into or unwinding various derivatives with respect to our Class A common stock and/or purchasing or selling our Class A common stock or other securities of ours in secondary market transactions at any time prior to the maturity of the Notes (and are likely to do so during any observation period related to a conversion of Notes). This activity could cause or avoid an increase or a decrease in the market price of our Class A common stock.
We do not make any representation or prediction as to the direction or magnitude of any potential effect that the transactions described above may have on the price of the Notes or our Class A common stock. In addition, we do not make any representation that the option counterparties will engage in these transactions or that these transactions, once commenced, will not be discontinued without notice.
We are subject to counterparty risk with respect to the capped call transactions.
The option counterparties are financial institutions, and we will be subject to the risk that any or all of them might default under the capped call transactions. Our exposure to the credit risk of the option counterparties will not be secured by any collateral. Past global economic conditions have resulted in the actual or perceived failure or financial difficulties of many financial institutions. If an option counterparty becomes subject to insolvency proceedings, we will become an unsecured creditor in those proceedings with a claim equal to our exposure at that time under the capped call transactions with such option counterparty. Our exposure will depend on many factors but, generally, an increase in our exposure will be correlated to an increase in the market price and in the volatility of our Class A common stock. In addition, upon a default by an option counterparty, we may suffer adverse tax consequences and more dilution than we currently anticipate with respect to our Class A common stock. We can provide no assurances as to the financial stability or viability of the option counterparties.

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Risks Related to the Acquisition of SendGrid
Although we expect that the acquisition of SendGrid will result in synergies and other benefits to us, we may not realize those benefits because of difficulties related to integration, the achievement of synergies, and other challenges.
We acquired SendGrid on February 1, 2019. Prior to the completion of the acquisition, we and SendGrid operated independently, and there can be no assurances that our businesses can be combined in a manner that allows for the achievement of substantial benefits. The integration process will require significant time and resources, and we may not be able to manage the process successfully as our ability to acquire and integrate larger or more complex companies, products, or technology in a successful manner is unproven. If we are not able to successfully integrate SendGrid’s businesses with ours or pursue our customer and product strategy successfully, the anticipated benefits of the acquisition may not be realized fully or may take longer than expected to be realized. Further, it is possible that there could be a loss of our and/or SendGrid’s key employees and customers, disruption of either company’s or both companies’ ongoing businesses or unexpected issues, higher than expected costs and an overall post‑completion process that takes longer than originally anticipated. Specifically, the following issues, among others, must be addressed in combining SendGrid’s operations with ours in order to realize the anticipated benefits of the acquisition so the combined company performs as the parties hope:
combining the companies’ corporate functions;
combining SendGrid’s business with our business in a manner that permits us to achieve the synergies anticipated to result from the acquisition, the failure of which would result in the anticipated benefits of the acquisition not being realized in the time frame currently anticipated or at all;
maintaining existing agreements with customers, distributors, providers, talent and vendors and avoiding delays in entering into new agreements with prospective customers, distributors, providers, talent and vendors;
determining whether and how to address possible differences in corporate cultures and management philosophies;
integrating the companies’ administrative and information technology infrastructure;
developing products and technology that allow value to be unlocked in the future;
evaluating and forecasting the financial impact of the acquisition transaction, including accounting charges; and
effecting potential actions that may be required in connection with obtaining regulatory approvals.
In addition, at times the attention of certain members of our management and resources may be focused on integration of the businesses of the two companies and diverted from day‑to‑day business operations, which may disrupt our ongoing business and the business of the combined company.
We have incurred, and may continue to incur, significant, non‑recurring costs in connection with the acquisition of SendGrid and integrating the operations of Twilio and SendGrid, including costs to maintain employee morale and to retain key employees. Management cannot ensure that the elimination of duplicative costs or the realization of other efficiencies will offset the transaction and integration costs in the near term or at all.
Purchase price accounting in connection with our acquisition of SendGrid requires estimates that may be subject to change and could impact our consolidated financial statements and future results of operations and financial position.
Pursuant to the acquisition method of accounting, the purchase price we paid for SendGrid will be allocated to the underlying SendGrid tangible and intangible assets acquired and liabilities assumed based on their respective fair market values with any excess purchase price allocated to goodwill. The acquisition method of accounting is dependent upon certain valuations and other studies that are preliminary. Accordingly, the purchase price allocation as of the acquisition date will be preliminary. We currently anticipate that all the information needed to identify and measure values assigned to the assets acquired and liabilities assumed will be obtained and finalized during the one‑year measurement period following the date of completion of the acquisition. Differences between these preliminary estimates and the final acquisition accounting may occur, and these differences could have a material impact on the consolidated financial statements and the combined company’s future results of operations and financial position.
Item 2.Unregistered2. Unregistered Sales of Equity Securities and Use of Proceeds

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Unregistered Sales of Equity Securities
None
Item 3. Defaults Upon Senior Securities
Not applicable
Item 4. Mine Safety Disclosures
Not applicable
Item 5. Other Information
Not applicableOn July 31, 2020, the Company’s Board of Directors adopted the Second Amended and Restated Bylaws of Twilio Inc. to effect the following changes:

Article II, Section 2.4 (Advance Notice Provisions):

Section 2.4(i)(b): Amended the process regarding advance notice of stockholder business

Section 2.4(ii)(b): Amended the process for advance notice of director nominations by stockholders at annual meeting

Section 2.4(iii): Amended the process for advance notice of director nominations by stockholders at special meetings

Section 2.4(iv): Added subsections (b) and (c) regarding other requirements and rights

Article II, Section 2.6 (Adjourned Meeting; Notice): Amended language regarding the requirement for a quorum

Article II, Section 2.7 (Quorum): Clarified language regarding quorum at an adjourned meeting

Article VI, Section 6.1 (Stock Certificate; Partly Paid Shares): Amended signature requirements for company stock certificate from specific officers to two authorized officers

Article VIII (Forum for Certain Actions): Amended forum provision for certain state and federal actions

Other minor administrative corrections, including conforming changes in certain defined terms

The foregoing summary and description of the provisions of the Second Amended and Restated Bylaws does not purport to be complete and is qualified in its entirety by reference to the full text of the Second Amended and Restated Bylaws, a copy of which is filed as Exhibit 3.1 to this Quarterly Report on Form 10-Q and is incorporated herein by reference.

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Item 6. Exhibits
The documents listed in the Exhibit Index of this Quarterly Report on Form 10-Q are incorporated by reference or are filed with this Quarterly Report on Form 10-Q, in each case as indicated therein.
EXHIBIT INDEX
Exhibit Number
DescriptionFiling Date
Filed herewith
Exhibit
Number31.1
DescriptionFiling Date
31.1Filed herewith
31.2
Filed herewith
32.1*
Furnished herewith
101.INS
101.INSXBRL Instance Document - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document
Filed herewith
101.SCH
101.SCHXBRL Taxonomy Extension Schema Document.DocumentFiled herewith
101.CAL
101.CALXBRL Taxonomy Extension Calculation Linkbase Document.DocumentFiled herewith
101.DEF
101.DEFXBRL Taxonomy Extension Definition Linkbase Document.DocumentFiled herewith
101.LAB
101.LABXBRL Taxonomy Extension Label Linkbase Document.DocumentFiled herewith
101.PRE
101.PREXBRL Taxonomy Extension Presentation Linkbase Document.DocumentFiled herewith
_____________________________________________
*104Cover Page with Interactive Data File (formatted as Inline XBRL with applicable taxonomy extension information contained in Exhibits 101).

*The certifications furnished in Exhibit 32.1 hereto are deemed to accompany this Quarterly Report on Form 10-Q and will not be deemed “filed” for purposes of Section 18 of the Securities Exchange Act of 1934, as amended, except to the extent that the registrant specifically incorporates it by reference.


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SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, as amended, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.
Twilio Inc.
August 1, 20194, 2020/s/ JEFFREY LAWSON
Jeffrey Lawson
Chief Executive Officer (Principal Executive Officer)
August 1, 20194, 2020/s/ KHOZEMA SHIPCHANDLER
Khozema Shipchandler
Chief Financial Officer (Principal Accounting and Financial Officer)



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