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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
 
FORM 10-Q

(Mark One)
    QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended September 30, 2023   
 or
     TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from ___________ to ___________

Commission File Number 001-36350
Q2 Holdings, Inc.
Exact Name of Registrant as Specified in its Charter
Delaware20-2706637
State or Other Jurisdiction of
Incorporation or Organization
I.R.S. Employer Identification No.
10355 Pecan Park Boulevard
Austin,
Texas78729
Address of Principal Executive OfficesZip Code
(833444-3469
Registrant's Telephone Number, Including Area Code
Not Applicable
Former Name, Former Address and Former Fiscal Year, if Changed Since Last Report

Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Common Stock, $0.0001 par valueQTWONew York Stock Exchange

    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    No 
    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    No 
    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 filer
Smaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). Yes    No 
Indicate the number of shares outstanding of each of the issuer's classes of common stock, as of the latest practicable date: 58,635,005 shares of Common Stock, $0.0001 par value per share as of October 31, 2023.



TABLE OF CONTENTS
 
 









2

Special Note Regarding Forward-Looking Statements
This Quarterly Report on Form 10-Q contains forward-looking statements that are based on our management's beliefs and assumptions and on information currently available to our management. The statements and information contained in this Quarterly Report on Form 10-Q that are not purely historical are forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995, Section 27A of the Securities Act of 1933, as amended, or the Securities Act, and Section 21E of the Securities Exchange Act of 1934, as amended, or the Exchange Act. You can identify these statements by words such as "anticipates," "believes," "can," "continue," "could," "estimates," "expects," "intends," "may," "plans," "seeks," "potential," "predicts," "projects," "should," "will," "strategy," "future," "likely," or "would" or the negative of these terms or similar expressions. These statements are not guarantees of future performance or development and involve known and unknown risks, uncertainties and other factors that are in some cases beyond our control. All of our forward-looking statements are subject to risks and uncertainties that may cause our actual results to differ materially from our expectations. Factors that could cause or contribute to such differences include, but are not limited to, the following:
uncertainties in the financial services industry, including as a result of recent bank failures, and the potential impacts on our customers' prospects and our business sales cycles, our prospects' and customers' spending decisions, including professional services which are more discretionary in nature, and the timing of customer implementation and purchasing decisions;
the risk of increased or new competition in our existing markets and as we enter new markets or new sections of existing markets, or as we offer new solutions;
the risks associated with the development of our solutions and changes to the market for our solutions compared to our expectations;
quarterly fluctuations in our operating results relative to our expectations and guidance and the accuracy of our forecasts;
the risks associated with anticipated higher operating expenses for the remainder of 2023 and beyond;
the impact that rising interest rates, inflation, an economic slowdown, or challenges in the financial services industry, financial markets and credit markets have had to date or in the future could have on account holder or end user, or End User, usage of our solutions, including the promotion and adoption of our Helix and payment solutions, and on our customers' prospects and our business sales cycles, our prospects' and customers' spending decisions, including for professional services which are more discretionary in nature, and the timing of customer implementation and purchasing decisions;
the risks and increased costs associated with managing growth and the challenges associated with improving operations and hiring, retaining and motivating employees to support such growth, particularly in light of macroeconomic factors, including increased employee turnover, labor shortages, wage inflation and extreme competition for talent;
the risk that the residual impacts of the COVID-19 pandemic continue to or that any renewed efforts to limit its spread could negatively impact or disrupt the markets for our solutions and that the markets for our solutions do not return to normal or grow as anticipated;
the risks associated with our transactional business which are typically driven by end-user behavior which can be influenced by external drivers outside of our control;
the risks associated with effectively managing our cost structure in light of the challenging macroeconomic environment, challenges in the financial services industry and from the effects of seasonal or other unexpected trends;
the risks associated with the general economic and geopolitical uncertainties, including the heightened risk of state-sponsored cyberattacks on financial services and other critical infrastructure, and continued or increased inflation driven by unpredictable economic impacts that have and may continue to negatively affect demand for our solutions;
the risks associated with managing our business in response to continued challenging macroeconomic conditions, challenges in the financial services industry and any anticipated or resulting recession;
3

the risks associated with accurately forecasting and managing the impacts of any macroeconomic downturn or challenges in the financial services industry on our customers and their end users, including in particular the impacts of any downturn on financial technology companies, or FinTechs, or alternative finance companies, or Alt-FIs, and our arrangements with them, which represent a newer market opportunity for us, a more complex revenue model for us and which may be more vulnerable to an economic downturn than our financial institution customers;
the challenges and costs associated with selling, implementing and supporting our solutions, particularly for larger customers with more complex requirements and longer implementation processes, including risks related to the timing and predictability of sales of our solutions and the impact that the timing of bookings may have on our revenue and financial performance in a period;
the risk that errors, interruptions or delays in our solutions or Web hosting negatively impacts our business and sales;
the risks associated with cyberattacks, data and privacy breaches and breaches of security measures within our products, systems and infrastructure or the products, systems and infrastructure of third parties upon which we rely and the resultant costs and liabilities and harm to our business and reputation and our ability to sell our solutions;
the difficulties and risks associated with developing and selling complex new solutions and enhancements with the technical and regulatory specifications and functionality required by our customers and relevant governmental authorities;
regulatory risks, including risks related to evolving regulation of artificial intelligence, or AI, machine learning and the receipt, collection, storage, processing and transfer of data;
the risks associated with our sales and marketing capabilities, including partner relationships and the length, cost and unpredictability of our sales cycle;
the risks inherent in third-party technology and implementation partnerships that could cause harm to our business;
the risk that we will not be able to maintain historical contract terms such as pricing and duration;
the general risks associated with the complexity of our customer arrangements and our solutions;
the risks associated with integrating acquired companies and successfully selling and maintaining their solutions;
litigation related to intellectual property and other matters and any related claims, negotiations and settlements;
the risks associated with further consolidation in the financial services industry;
the risks associated with selling our solutions internationally and with the recent expansion of our international operations;
the risk that our debt repayment obligations may adversely affect our financial condition and cash flows from operations in the future and that we may not be able to obtain capital when desired or needed on favorable terms; and
such other risks and uncertainties described more fully in documents filed with or furnished to the Securities and Exchange Commission, or the SEC, including the risk factors discussed below and elsewhere in this Quarterly Report on Form 10-Q, particularly in the sections titled "Risk Factors."
Given these risks and uncertainties, you should not place undue reliance on these forward-looking statements. Also, forward-looking statements represent our management's beliefs and assumptions only as of the date of this Quarterly Report on Form 10-Q. You should read this Quarterly Report on Form 10-Q completely and with the understanding that our actual future results may be materially different from what we expect. We hereby qualify our forward-looking statements by these cautionary statements. Except as required by law, we assume no obligation to update these forward-looking statements publicly, or to update the reasons actual results could differ materially from those anticipated in these forward-looking statements, even if new information becomes available in the future.
4

PART I - FINANCIAL INFORMATION

Item 1. Financial Statements.

Q2 HOLDINGS, INC.
CONDENSED CONSOLIDATED BALANCE SHEETS
(in thousands, except per share data)
 September 30, 2023December 31, 2022
(unaudited)
Assets  
Current assets:  
Cash and cash equivalents$155,993 $199,600 
Restricted cash2,069 2,302 
Investments134,789 233,753 
Accounts receivable, net44,451 46,735 
Contract assets, current portion, net10,845 8,909 
Prepaid expenses and other current assets14,633 10,832 
Deferred solution and other costs, current portion25,162 21,117 
Deferred implementation costs, current portion8,753 7,828 
Total current assets396,695 531,076 
Property and equipment, net44,813 56,695 
Right of use assets34,105 39,837 
Deferred solution and other costs, net of current portion27,093 26,410 
Deferred implementation costs, net of current portion21,062 18,713 
Intangible assets, net128,354 145,681 
Goodwill512,869 512,869 
Contract assets, net of current portion and allowance10,823 16,186 
Other long-term assets3,435 2,259 
Total assets$1,179,249 $1,349,726 
Liabilities and stockholders' equity  
Current liabilities:  
Accounts payable$15,113 $10,055 
Accrued liabilities17,606 20,748 
Accrued compensation18,525 23,460 
Convertible notes, current portion 10,903 
Deferred revenues, current portion115,777 117,468 
Lease liabilities, current portion9,071 9,408 
Total current liabilities176,092 192,042 
Convertible notes, net of current portion489,969 657,789 
Deferred revenues, net of current portion17,932 21,691 
Lease liabilities, net of current portion46,890 52,991 
Other long-term liabilities7,339 6,189 
Total liabilities738,222 930,702 
Commitments and contingencies (Note 8)
Stockholders' equity: 
Preferred stock: $0.0001 par value; 5,000 shares authorized, no shares issued or outstanding as of September 30, 2023 and December 31, 2022
  
Common stock: $0.0001 par value; 150,000 shares authorized, 58,635 issued and outstanding as of September 30, 2023 and 57,735 shares issued and outstanding as of December 31, 2022
6 6 
Additional paid-in capital1,050,630 982,300 
Accumulated other comprehensive loss(1,994)(2,972)
Accumulated deficit(607,615)(560,310)
Total stockholders' equity441,027 419,024 
Total liabilities and stockholders' equity$1,179,249 $1,349,726 
 
The accompanying notes are an integral part of these condensed consolidated financial statements.
5

Q2 HOLDINGS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE LOSS
(unaudited)
(in thousands, except per share data)
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Revenues$154,967 $144,751 $462,506 $419,131 
Cost of revenues80,834 77,895 241,248 228,988 
Gross profit74,133 66,856 221,258 190,143 
Operating expenses:  
Sales and marketing26,123 27,966 82,968 79,709 
Research and development34,542 33,099 103,063 96,062 
General and administrative28,084 22,614 79,903 66,467 
Transaction-related costs3 352 24 882 
Amortization of acquired intangibles5,250 4,422 15,764 13,266 
Lease and other restructuring charges3,303 5,494 7,576 6,031 
Total operating expenses97,305 93,947 289,298 262,417 
Loss from operations(23,172)(27,091)(68,040)(72,274)
Other income (expense):  
Interest and other income2,328 1,420 6,711 2,899 
Interest and other expense(1,317)(1,651)(4,342)(5,024)
Gain (loss) on extinguishment of debt  19,869  
Total other income (expense), net1,011 (231)22,238 (2,125)
Loss before income taxes(22,161)(27,322)(45,802)(74,399)
Provision for income taxes(1,006)(469)(1,503)(2,173)
Net loss$(23,167)$(27,791)$(47,305)$(76,572)
Other comprehensive income (loss):
Unrealized gain (loss) on available-for-sale investments423 (746)1,285 (2,363)
Foreign currency translation adjustment(470)(291)(307)(1,105)
Comprehensive loss$(23,214)$(28,828)$(46,327)$(80,040)
Net loss per common share, basic and diluted$(0.40)$(0.48)$(0.81)$(1.34)
Weighted average common shares outstanding:  
Basic and diluted58,492 57,362 58,223 57,205 
The accompanying notes are an integral part of these condensed consolidated financial statements.
6

Q2 HOLDINGS INC.
CONDENSED CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY
(unaudited)
(in thousands)
 Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Total stockholders' equity, beginning balances$441,407 $440,939 $419,024 $570,296 
Common stock and additional paid-in capital:
Beginning balances1,027,802 943,613982,306 1,064,364 
Stock-based compensation expense22,445 17,78363,869 51,208 
Exercise of stock options389 451863 707 
Issuance of common stock under ESPP  3,459 2,547 
Cumulative effect of the adoption of new accounting standard— — — (156,979)
Settlement of capped calls  139  
Ending balances1,050,636 961,8471,050,636 961,847 
Accumulated deficit:
Beginning balances(584,448)(500,108)(560,310)(493,933)
Cumulative effect of the adoption of new accounting standard— — — 42,606 
Net loss(23,167)(27,791)(47,305)(76,572)
Ending balances(607,615)(527,899)(607,615)(527,899)
Accumulated other comprehensive income (loss):
Beginning balances(1,947)(2,566)(2,972)(135)
Other comprehensive income (loss)(47)(1,037)978 (3,468)
Ending balances(1,994)(3,603)(1,994)(3,603)
Total stockholders' equity, ending balances$441,027 $430,345 $441,027 $430,345 
Common stock (in shares):
Beginning balances58,447 57,31357,735 56,928 
Exercise of stock options13 1632 28 
Issuance of common stock under ESPP  146 57 
Shares issued for the vesting of restricted stock awards175 188722 504 
Ending balances58,635 57,517 58,635 57,517 
The accompanying notes are an integral part of these condensed consolidated financial statements.








7


Q2 HOLDINGS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(unaudited)
(in thousands)
 Nine Months Ended September 30,
 20232022
Cash flows from operating activities:  
Net loss$(47,305)$(76,572)
Adjustments to reconcile net loss to net cash from operating activities:
Amortization of deferred implementation, solution and other costs19,184 17,227 
Depreciation and amortization53,764 45,237 
Amortization of debt issuance costs1,608 2,043 
Amortization of premiums and discounts on investments(2,791)311 
Stock-based compensation expense59,819 51,208 
Realized (gain) loss on investments482 17 
Deferred income taxes(120)943 
Allowance for credit losses(303)56 
Allowance for sales credits(35)(58)
Loss on disposal of long-lived assets60 132 
(Gain) loss on extinguishment of debt(19,312) 
Lease impairments3,982 6,031 
Changes in operating assets and liabilities:
Accounts receivable, net2,605 (5,617)
Prepaid expenses and other current assets(3,818)(3,183)
Deferred solution and other costs(12,955)(7,341)
Deferred implementation costs(11,496)(10,666)
Contract assets, net3,427 (4,620)
Other long-term assets3,063 5,677 
Accounts payable5,115 1,622 
Accrued liabilities(8,742)(16,630)
Deferred revenues(5,452)(5,973)
Deferred rent and other long-term liabilities(7,065)(7,151)
Net cash provided by (used in) operating activities33,715 (7,307)
Cash flows from investing activities:  
Purchases of investments(76,820)(214,084)
Maturities of investments179,379 113,156 
Purchases of property and equipment(4,568)(8,933)
Capitalized software development costs(19,322)(15,662)
Net cash provided by (used in) investing activities78,669 (125,523)
Cash flows from financing activities:  
Payment for maturity of 2023 convertible notes(10,908) 
Payments for repurchases of convertible notes(149,640) 
Proceeds from capped calls related to convertible notes139  
Proceeds from the exercise of stock options and ESPP4,322 3,254 
Net cash provided by (used in) financing activities(156,087)3,254 
Effect of exchange rate changes on cash, cash equivalents and restricted cash(137)(939)
Net decrease in cash, cash equivalents and restricted cash(43,840)(130,515)
Cash, cash equivalents and restricted cash, beginning of period201,902 325,821 
Cash, cash equivalents and restricted cash, end of period$158,062 $195,306 
Supplemental disclosure of non-cash investing and financing activities:
Property and equipment acquired and included in accounts payable and accrued liabilities$472 $30 
Stock-based compensation for capitalized software development$2,423 $ 
 The accompanying notes are an integral part of these condensed consolidated financial statements.
8

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)

1. Organization and Description of Business
Q2 Holdings, Inc. and its wholly-owned subsidiaries, collectively the Company, is a leading provider of digital banking and lending solutions to financial institutions, financial technology companies, or FinTechs, alternative finance companies, or Alt-FIs, and other innovative companies, or Brands, wishing to incorporate banking into their customer engagement and servicing strategies. The Company's solutions transform the ways in which its customers engage with account holders and end users, or End Users, enabling them to deliver robust suites of digital banking, lending, and banking-as-a-service, or BaaS, services that make it possible for account holders and End Users to transact and engage anytime, anywhere and on any device. The Company delivers its solutions to the substantial majority of its customers using a software-as-a-service, or SaaS, model under which its customers pay subscription fees for the use of the Company's solutions. The Company was incorporated in Delaware in March 2005 and is a holding company that owns 100% of the outstanding capital stock of Q2 Software, Inc. The Company's headquarters are located in Austin, Texas.
2. Summary of Significant Accounting Policies
Basis of Presentation and Principles of Consolidation
These interim unaudited condensed consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States, or GAAP, and Securities and Exchange Commission, or SEC, requirements for interim financial statements. The interim unaudited condensed consolidated financial statements include the accounts of Q2 Holdings, Inc. and its direct and indirect wholly-owned subsidiaries. All intercompany accounts and transactions have been eliminated in consolidation.
In the Company's opinion, the interim unaudited condensed consolidated financial statements have been prepared on the same basis as the audited consolidated financial statements and include all adjustments, consisting of normal, recurring adjustments, necessary for a fair presentation. Certain information and disclosures normally included in the notes to the annual consolidated financial statements prepared in accordance with GAAP have been omitted from these interim unaudited condensed consolidated financial statements pursuant to the rules and regulations of the SEC. Accordingly, these interim unaudited condensed consolidated financial statements should be read in conjunction with the consolidated financial statements and the accompanying notes for the fiscal year ended December 31, 2022, which are included in the Company's Annual Report on Form 10-K, filed with the SEC on February 21, 2023. The results of operations for the three and nine months ended September 30, 2023 are not necessarily indicative of the results to be expected for the year ending December 31, 2023 or for any other period.
Reclassifications
During the fourth quarter of 2022, the Company began separately presenting the effect of exchange rate changes on cash and cash equivalents in its consolidated statements of cash flows due to volatility in foreign currency exchange rates. Amounts in the comparable prior periods have been reclassified to conform to the current period presentation. The reclassifications resulted in the disaggregation of the amount attributable to the "Effect of exchange rate changes on cash" of $0.9 million with a corresponding increase to "Net cash provided by operating activities," for the nine months ended September 30, 2022. The Company believes the reclassification is not material to the consolidated financial statements.
Use of Estimates
The preparation of the interim unaudited condensed consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, disclosure of contingent assets and liabilities at the date of the interim unaudited condensed consolidated financial statements, and the reported amounts of revenues and expenses. Significant items subject to such estimates include: revenue recognition; estimate of credit losses; fair value of certain stock awards issued; the carrying value of goodwill; the fair value of acquired intangibles; the capitalization of software development costs; the useful lives of property and equipment and long-lived intangible assets; the impairment assessment of long-lived assets; and, income taxes. In accordance with GAAP, management bases its estimates on historical experience and on various other assumptions that management believes are reasonable under the circumstances. Management regularly evaluates its estimates and assumptions using historical experience and other factors; however, actual results could differ significantly from those estimates.
9

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
Concentration of Credit Risk
Financial instruments that potentially subject the Company to concentrations of credit risk consist of cash and cash equivalents, restricted cash, investments, accounts receivable and contract assets. The Company's cash and cash equivalents, restricted cash and investments are placed with high credit quality financial institutions and issuers, and at times may exceed federally insured limits. The Company has not experienced any loss relating to cash and cash equivalents or restricted cash in these accounts. The Company provides credit, in the normal course of business, to a majority of its customers. The Company performs periodic credit evaluations of its customers' financial condition and generally does not require collateral. No individual customer accounted for 10% or more of revenues for each of the three and nine months ended September 30, 2023 and 2022. One customer accounted for 11% of accounts receivable, net, as of September 30, 2023 and two customers accounted for 12% and 10% of accounts receivable, net, as of December 31, 2022.
Summary of Significant Accounting Policies
There were no material changes to our significant accounting policies during the nine months ended September 30, 2023 compared to the significant accounting policies described in our Form 10-K.
Basic and Diluted Net Loss per Common Share
The following table sets forth the computations of net loss per share for the periods listed:
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Numerator:  
Net loss $(23,167)$(27,791)$(47,305)$(76,572)
Denominator:  
Weighted-average common shares outstanding, basic and diluted58,492 57,362 58,223 57,205 
Net loss per common share, basic and diluted$(0.40)$(0.48)$(0.81)$(1.34)
Due to net losses for the three and nine months ended September 30, 2023 and 2022, basic and diluted loss per share were the same, as the effect of all potentially dilutive securities would have been anti-dilutive. The dilutive impact of the convertible senior notes was calculated using the if-converted method. The following table sets forth the anti-dilutive common share equivalents for the periods listed:
 As of September 30,
 20232022
Stock options, restricted stock units, market stock units and performance stock units5,0673,233
Shares issuable pursuant to the ESPP11781
Shares related to convertible notes5,1266,256
10,310 9,570 
Recent Accounting Pronouncements
There were no accounting pronouncements recently issued that had or are expected to have a material impact on our condensed consolidated financial statements.
10

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
3. Revenue
Revenue Recognition
Revenues are recognized when control of the promised goods or services is transferred to the Company's customers, in an amount that reflects the consideration the Company expects to be entitled to in exchange for those goods or services over the term of the agreement, generally when the Company's solutions are implemented and made available to the customers. The promised consideration may include fixed amounts, variable amounts or both. Revenues are recognized net of sales credits and allowances.
Disaggregation of Revenue
Revenue-generating activities are directly related to the sale, implementation and support of the Company's solutions within a single operating segment. The Company derives the majority of its revenues from subscription fees for the use of its solutions hosted in either the Company's data centers or cloud-based hosting services, transactional revenue from bill-pay solutions and revenues for professional services and implementation services related to the Company's solutions.
The following table disaggregates the Company's revenue by major source:
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Subscription$118,829 $106,644 $350,019 $304,010 
Transactional16,236 15,930 49,532 50,714 
Services and Other19,902 22,177 62,955 64,407 
Total Revenues$154,967 $144,751 $462,506 $419,131 
Deferred Revenues
Deferred revenues primarily consist of amounts that have been billed to or received from customers in advance of revenue recognition and prepayments received from customers in advance for implementation, maintenance and other services, as well as initial subscription fees. The Company recognizes deferred revenues as revenues when the services are performed and the corresponding revenue recognition criteria are met. Customer prepayments are generally applied against invoices issued to customers when services are performed and billed.
The net decrease in the deferred revenue balance for the nine months ended September 30, 2023 was primarily driven by the recognition of $354.6 million of revenue recognized from current year invoices, $108.2 million of revenue that was included in the deferred revenue balance as of December 31, 2022 and $2.2 million from the netting of contract assets and liabilities on a contract-by-contract basis, partially offset by the amounts due in advance of satisfying the Company's performance obligations of $459.5 million for current year invoices. Amounts recognized from deferred revenues represent primarily revenue from the sale of subscription and implementation services.
The Company's payment terms vary by the type and location of its customer and the products or services offered. The period of time between invoicing and when payment is due is not significant. For certain products or services and customer types, the Company requires payment before the products or services are delivered to the customer.
Remaining Performance Obligations
On September 30, 2023, the Company had $1.57 billion of remaining performance obligations, which represents contracted revenue minimums that have not yet been recognized, including amounts that will be invoiced and recognized as revenue in future periods. The Company expects to recognize approximately 58% of its remaining performance obligations as revenue in the next 24 months, an additional 29% in the next 25 to 48 months, and the balance thereafter.
11

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
Credit Losses
Billings scheduled to occur after the performance obligation has been satisfied and revenue recognition has occurred result in contract assets. Contract assets that are expected to be billed during the succeeding twelve-month period are recorded in contract assets, current portion, and the remaining portion is recorded in contract assets, net of current portion on the condensed consolidated balance sheets at the end of each reporting period. The Company is exposed to credit losses primarily through sales of products and services. The Company assesses the collectability of outstanding contract assets on an ongoing basis and maintains a reserve which is included in the allowance for credit losses for contract assets deemed uncollectible. The Company analyzes the contract asset portfolio for significant risks by considering historical collection experience and forecasting future collectability to determine the amount of revenues that will ultimately be collected from its customers. Customer type (whether a customer is a financial institution or other digital solution provider) has been identified as the primary specific risk affecting the Company's contract assets, and the estimate for losses is analyzed quarterly and adjusted as necessary. Future collectability is contingent upon current and anticipated macroeconomic conditions that could impact the Company's customers such as unemployment, inflation and regulatory matters. Additionally, specific allowance amounts may be established to record the appropriate provision for customers that have a higher probability of default. The Company has provisioned $0.1 million and $0.3 million for expected losses for the nine months ended September 30, 2023 and 2022, respectively, of which zero and $0.4 million has been written off and charged against the allowance at September 30, 2023 and 2022, respectively. The allowance for credit losses related to contract assets was $0.1 million at both September 30, 2023 and December 31, 2022.
The Company assesses the collectability of outstanding accounts receivable on an ongoing basis and maintains an allowance for credit losses for accounts receivable deemed uncollectible. The Company analyzes the accounts receivable portfolio for significant risks and considers prior periods and forecasts future collectability to determine the amount of revenues that will ultimately be collected from its customers. This estimate is analyzed quarterly and adjusted as necessary. Identified risks pertaining to the Company's accounts receivable include the delinquency level and customer type. Future collectability is contingent upon current and anticipated macroeconomic conditions that could impact the Company's customers such as unemployment, inflation and regulation matters. Due to the short-term nature of such receivables, the estimate of the amount of accounts receivable that may not be collected is based on aging of the accounts receivable balances and the financial condition of customers. Historically, the Company's collection experience has not varied significantly, and bad debt expenses have been insignificant. The Company has provisioned zero and $0.4 million for expected losses for the nine months ended September 30, 2023 and 2022, respectively, of which $0.3 million and $0.4 million has been written off and charged against the allowance as of September 30, 2023 and 2022, respectively. The allowance for credit losses related to accounts receivable was $0.4 million and $0.7 million at September 30, 2023 and December 31, 2022, respectively.
4. Fair Value Measurements
The carrying values of the Company's financial assets not measured at fair value on a recurring basis, principally accounts receivable, restricted cash and accounts payable, approximated their fair values due to the short period of time to maturity or repayment.
Fair value is defined as the exchange price that would be received for an asset or an exit price paid to transfer a liability in the principal or most advantageous market for the asset or liability in an orderly transaction between market participants on the measurement date. Valuation techniques used to measure fair value must maximize the use of observable inputs and minimize the use of unobservable inputs. The current accounting guidance for fair value measurements defines a three-level valuation hierarchy for disclosures as follows:
Level I—Unadjusted quoted prices in active markets for identical assets or liabilities;
Level II—Inputs other than quoted prices included within Level I that are observable, unadjusted quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data; and
Level III—Unobservable inputs that are supported by little or no market activity, which requires the Company to develop its own assumptions.
The categorization of a financial instrument within the valuation hierarchy is based upon the lowest level of input that is significant to the fair value measurement.
12

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
The following table details the fair value hierarchy of the Company's financial assets measured at fair value on a recurring basis as of September 30, 2023:
Fair Value Measurements Using:
Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level I)
Significant Other Observable Inputs
(Level II)
Significant Unobservable Inputs
(Level III)
Assets
Cash Equivalents:
Money market funds$43,539 $43,539 $ $ 
Investments:Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level I)
Significant Other Observable Inputs
(Level II)
Significant Unobservable Inputs
(Level III)
Corporate bonds and commercial paper$40,328 $ $40,328 $ 
Certificates of deposit9,470  9,470  
U.S. government securities84,911  84,911  
$134,709 $ $134,709 $ 
The following table details the fair value hierarchy of the Company's financial assets measured at fair value on a recurring basis as of December 31, 2022:
Fair Value Measurements Using:
Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level I)
Significant Other Observable Inputs
(Level II)
Significant Unobservable Inputs
(Level III)
Assets
Cash Equivalents:
Money market funds$20,998 $20,998 $ $ 
Certificates of deposit25,547  25,547  
U.S. government securities2,498 2,498   
$49,043 $23,496 $25,547 $ 
Investments:Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level I)
Significant Other Observable Inputs
(Level II)
Significant Unobservable Inputs
(Level III)
Corporate bonds and commercial paper$56,739 $ $56,739 $ 
Certificates of deposit5,016  5,016  
U.S. government securities171,772  171,772  
$233,527 $ $233,527 $ 
The Company determines the fair value of the vast majority of its debt investment holdings based on pricing from its pricing vendors. The valuation techniques used to measure the fair value of financial instruments having Level II inputs were derived from non-binding consensus prices that are corroborated by observable market data or quoted market prices for similar instruments. Such market prices may be quoted prices in active markets for identical assets (Level I inputs) or pricing determined using inputs other than quoted prices that are observable either directly or indirectly (Level II inputs).
13

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
5. Cash, Cash Equivalents and Investments
The Company's cash, cash equivalents and investments as of September 30, 2023 and December 31, 2022 consisted primarily of cash, U.S. government securities, corporate bonds, commercial paper, certificates of deposit, money market funds and other equity investments. The Company considers all highly liquid investments acquired with an original maturity of ninety days or less at the date of purchase to be cash equivalents. Cash equivalents are stated at cost or fair value based on the underlying security. Restricted cash consists of deposits held as collateral for the Company's secured letters of credit or bank guarantees issued in place of security deposits for the Company's corporate headquarters and various other leases.
The Company classifies its debt investments as available-for-sale at the time of purchase and reevaluates such classification as of each balance sheet date. All debt investments are recorded at estimated fair value. Unrealized gains and losses on available-for-sale investments are included in accumulated other comprehensive income (loss), a component of stockholders' equity. If the Company does not expect to recover the entire amortized cost basis of the available-for-sale debt security, it considers the available-for-sale debt security to be impaired. For individual debt securities classified as available-for-sale and deemed impaired, the Company assesses whether such decline has resulted from a credit loss or other factors. Impairment relating to credit losses is recorded through a reserve, limited to the amount that the fair value is less than the amortized cost basis. Impairment deemed to be non-credit related is reported in other income (expense), net on the condensed consolidated statements of comprehensive loss. Realized gains and losses are determined based on the specific identification method and are reported in other income (expense), net on the condensed consolidated statements of comprehensive loss. Interest, amortization of premiums and accretion of discount on all debt investments classified as available-for-sale are also included as a component of other income (expense), net on the condensed consolidated statements of comprehensive loss. Based on the Company's assessment, no impairments for credit losses were recognized during each of the three months ended September 30, 2023 or 2022.
In 2022, the Company invested in a private financial technology investment fund, classified as an equity investment. Equity investments without a readily determinable fair value, where the Company has no influence over the operating and financial policies of the investee, are recorded at cost, less impairment and adjusted for subsequent observable price changes obtained from orderly transactions for identical or similar investments issued by the same investee. An impairment charge to current earnings is recorded when the cost of the investment exceeds its fair value and this condition is determined to be other-than-temporary. During the three months ended September 30, 2023, the Company determined there was a $0.1 million other-than-temporary impairment on its equity investment. This equity investment had a carrying amount of $0.1 million and $0.2 million as of September 30, 2023 and December 31, 2022, respectively.
As of September 30, 2023 and December 31, 2022, the Company's cash was $112.5 million and $150.6 million, respectively.
A summary of the Company's cash equivalents and investments that are carried at fair value as of September 30, 2023 is as follows:
Cash Equivalents:Amortized CostGross Unrealized GainsGross Unrealized LossesFair Value
Money market funds$43,539 $ $ $43,539 
Investments:Amortized CostGross Unrealized GainsGross Unrealized LossesFair Value
Corporate bonds and commercial paper$40,647 $ $(319)$40,328 
Certificates of deposit9,507  (37)9,470 
U.S. government securities85,365  (454)84,911 
$135,519 $ $(810)$134,709 
14

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
A summary of the Company's cash equivalents and investments that are carried at fair value as of December 31, 2022 is as follows:
Cash Equivalents:Amortized CostGross Unrealized GainsGross Unrealized LossesFair Value
Money market funds$20,998 $ $ $20,998 
Certificates of deposit25,547   25,547 
U.S. government securities2,497 1  2,498 
$49,042 $1 $ $49,043 
Investments:Amortized CostGross Unrealized GainsGross Unrealized LossesFair Value
Corporate bonds and commercial paper$57,320 $1 $(582)$56,739 
Certificates of deposit5,063 3 (50)5,016 
U.S. government securities173,241 12 (1,481)171,772 
$235,624 $16 $(2,113)$233,527 
Investments may be sold or may settle at any time, without significant penalty, for use in current operations or for other purposes, even if they have not yet reached maturity. As a result, the Company classifies its investments, including investments with maturities beyond twelve months, as current assets on the condensed consolidated balance sheets.
The following table summarizes the estimated fair value of the Company's debt investments, designated as available-for-sale and classified by the contractual maturity date of the investments as of the dates shown:
 September 30, 2023December 31, 2022
Due within one year or less$115,511 $171,831 
Due after one year through five years19,198 61,696 
$134,709 $233,527 
The Company has certain available-for-sale debt investments in a gross unrealized loss position. The Company regularly reviews its debt investments for impairment resulting from credit loss using both qualitative and quantitative criteria, as necessary, based on the composition of the portfolio at period end. The Company considers factors such as the length of time and extent to which the market value has been less than the cost, the financial position and near-term prospects of the issuer or whether the Company has the intent to or it is more likely than not it will be required to sell the investment before recovery of the investment's amortized-cost basis. If the Company determines that impairment exists in one of these investments, the respective investment would be written down to fair value. For debt securities, the portion of the write-down related to credit loss would be recognized in other income, net on the condensed consolidated statements of comprehensive loss if the intent of the Company was to sell the investment before recovery. If the Company did not intend to sell, the portion of the write-down related to credit loss would be recorded to a reserve. Any portion not related to credit loss would be included in accumulated other comprehensive income (loss) in the condensed consolidated statements of comprehensive loss. Because the Company does not intend to sell any investments which have an unrealized loss position at this time, and it is not more likely than not that the Company will be required to sell the investment before recovery of its amortized cost basis, which may be maturity, the reserve for available-for-sale debt securities was zero as of September 30, 2023 and December 31, 2022.
15

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
The following table presents the fair values and the gross unrealized losses of these available-for-sale debt investments as of September 30, 2023, aggregated by investment category and the length of time that individual securities have been in a continuous loss position:
Less than 12 months12 months or greater
 Fair ValueGross Unrealized LossesFair ValueGross Unrealized Losses
Corporate bonds and commercial paper$23,371 $(135)$16,957 $(184)
Certificates of deposit3,467 (21)964 (16)
U.S. government securities55,214 (196)29,697 (258)
$82,052 $(352)$47,618 $(458)
The following table presents the fair values and the gross unrealized losses of these available-for-sale debt investments as of December 31, 2022, aggregated by investment category and the length of time that individual securities have been in a continuous loss position:
Less than 12 months12 months or greater
 Fair ValueGross Unrealized LossesFair ValueGross Unrealized Losses
Corporate bonds and commercial paper$45,094 $(449)$10,215 $(133)
Certificates of deposit3,536 (50)  
U.S. government securities118,021 (893)26,911 (588)
$166,651 $(1,392)$37,126 $(721)
6. Goodwill and Intangible Assets
The carrying amount of goodwill was $512.9 million at both September 30, 2023 and December 31, 2022. Goodwill represents the excess purchase price over the fair value of net assets acquired. The annual impairment test was performed as of October 31, 2022. No impairment of goodwill was identified during 2022, and no impairment of goodwill was identified during the nine months ended September 30, 2023.
Intangible assets at September 30, 2023 and December 31, 2022 were as follows:
As of September 30, 2023As of December 31, 2022
Gross AmountAccumulated AmortizationNet Carrying AmountGross AmountAccumulated AmortizationNet Carrying Amount
Customer relationships$62,785 $(50,455)$12,330 $62,785 $(40,981)$21,804 
Non-compete agreements13,200 (10,605)2,595 13,275 (8,642)4,633 
Trademarks19,870 (12,866)7,004 19,870 (8,663)11,207 
Acquired technology 157,627 (92,551)65,076 157,638 (74,910)82,728 
Capitalized software development costs49,771 (8,422)41,349 28,519 (3,210)25,309 
$303,253 $(174,899)$128,354 $282,087 $(136,406)$145,681 
The Company recorded intangible assets from various prior business combinations as well as capitalized software development costs. Intangible assets are amortized on a straight-line basis over their estimated useful lives, which range from two to seven years. Amortization expense included in cost of revenues on the condensed consolidated statements of comprehensive loss was $8.0 million and $6.5 million for the three months ended September 30, 2023 and 2022, respectively, and $22.9 million and $18.7 million for the nine months ended September 30, 2023 and 2022, respectively. Amortization expense included in operating expenses on the condensed consolidated statements of comprehensive loss was $5.3 million and $4.4 million for the three months ended September 30, 2023 and 2022, respectively, and $15.8 million and $13.3 million for the nine months ended September 30, 2023 and 2022, respectively.
16

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
The estimated future amortization expense related to intangible assets as of September 30, 2023 was as follows:
Amortization
Year Ended December 31,
2023 (October 1 to December 31)
$13,141 
202448,883
202531,040
202624,471
20278,536
Thereafter2,283
Total amortization$128,354 
7. Leases
The Company leases office space under non-cancellable operating leases for its corporate headquarters in Austin, Texas in two adjacent buildings under separate lease agreements. Pursuant to the first of which the Company leases office space with an initial term that expires on April 30, 2028, with the option to extend the lease for an additional ten-year term. Pursuant to the second of which the Company leases office space with lease terms of approximately ten years, with options to extend the leases on the second building from five to ten years. The Company also leases office space in other U.S. cities located in Nebraska, Iowa, North Carolina, Texas and Minnesota. Internationally, the Company leases offices in India, Australia and the United Kingdom. The Company believes its current facilities will be adequate for its needs for the foreseeable future.
Maturities of the Company's operating lease liabilities for lease terms in excess of one year at September 30, 2023 were as follows:
Operating Leases
Year Ended December 31,
2023 (October 1 to December 31)
$3,032 
202411,638 
202510,638 
20269,624 
20278,369 
Thereafter23,408 
Total lease payments$66,709 
Less: imputed interest(10,748)
Total operating lease liabilities$55,961 
The operating lease liabilities include $14.0 million in optional lease renewals where the Company is reasonably certain of exercising those options.
During the nine months ended September 30, 2023, the Company exited and made available for sublease certain leased office spaces and updated assessments of previously exited leased office spaces. As a result, the Company evaluated the recoverability of its right of use and other lease related assets and determined that their carrying values were not fully recoverable. The Company calculated the impairment by comparing the carrying amount of the asset group to its estimated fair value using a discounted cash flow model. As such, an impairment of $1.9 million was recorded to right of use assets, $0.2 million was recorded to property and equipment and an additional $0.3 million was recorded to accrued liabilities and other long-term liabilities for expected expenses and fees associated with exiting the leased office space as of September 30, 2023. These charges were recorded within operating expenses on the condensed consolidated statements of comprehensive loss for the nine months ended September 30, 2023.
17

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
8. Commitments and Contingencies
The Company has non-cancelable contractual commitments related to the 2026 Notes and the 2025 Notes (each as defined below) as well as the related interest. The interest on the 2026 Notes is payable semi-annually on June 1 and December 1 of each year. The interest on the 2025 Notes is payable semi-annually on May 15 and November 15 of each year. The Company also has non-cancelable contractual commitments for certain third-party products, stadium sponsorship costs, co-location fees and other product costs. Several of these purchase commitments for third-party products contain both a contractual minimum obligation and a variable obligation based upon usage or other factors which can change on a monthly basis. The estimated amounts for usage and other factors are not included within the table below.
Future minimum contractual commitments that have initial or remaining non-cancelable terms in excess of one year at September 30, 2023 were as follows:
Contractual Commitments
Year Ended December 31,
2023 (October 1 to December 31)
$12,197 
202449,366 
2025235,108 
2026321,638 
20274,819 
Thereafter3,500 
Total commitments$626,628 
Legal Proceedings
From time to time, the Company may become involved in legal proceedings arising in the ordinary course of its business. The Company is not presently a party to any legal proceedings that, if determined adversely to the Company, would have a material adverse effect on the Company.
Gain Contingencies
From time to time the Company may realize a gain contingency, however, recognition will not occur until cash is received.
Loss Contingencies
In the ordinary course of business, the Company is subject to loss contingencies that cover a range of matters. An estimated loss from a loss contingency, such as a legal proceeding or claim, is accrued if it is probable that a liability has been incurred and the amount of the loss can be reasonably estimated.
9. Convertible Senior Notes
The following table presents details of the Company's convertible senior notes, which are further discussed below (original principal in thousands):
Month Issued
Maturity Date (1)
Original Principal
Interest Rate per Annum
Conversion Rate for Each $1,000 Principal (2)
Initial Conversion Price per Share
2023 Notes
February 15, 2018
February 15, 2023
$230,000 0.75 %$17.4292 $57.38 
2026 Notes
June 1, 2019
June 1, 2026
$316,250 0.75 %$11.2851 $88.61 
2025 NotesNovember 15, 2020November 15, 2025$350,000 0.125 %$7.1355 $140.14 
___________________________________________________________________________
(1) Unless earlier converted or repurchased in accordance with their terms prior to such date
(2) Subject to adjustment upon the occurrence of certain specified events
As further defined and described below, the 2023 Notes, 2026 Notes and the 2025 Notes are collectively referred to as the Notes.
18

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
In February 2018, the Company issued $230.0 million principal amount of convertible senior notes due in February 2023, or the 2023 Notes. Interest was payable semi-annually on February 15 and August 15 of each year, commencing on August 15, 2018. In November 2020, the Company exchanged $181.9 million in aggregate principal amount of the 2023 Notes for $210.7 million in aggregate principal of 2025 Notes (as described below) and 1.3 million shares of common stock. The Company did not receive any cash proceeds from the exchange. In exchange for issuing 2025 Notes pursuant to the exchange transaction, the Company received and cancelled the exchanged 2023 Notes. In May 2021, the Company repurchased $37.1 million in aggregate principal amount of the 2023 Notes for $63.7 million in cash. In February 2023, the Company repaid $10.9 million of principal and the remaining accrued interest in cash to the debt holders to fully settle the 2023 Notes on the maturity date.
In June 2019, the Company issued $316.3 million principal amount of convertible senior notes due in June 2026, or the 2026 Notes. Interest is payable semi-annually on June 1 and December 1 of each year, commencing on December 1, 2019.
In November 2020, the Company issued $350.0 million principal amount of convertible senior notes due in November 2025, or the 2025 Notes. This was achieved by exchanging $181.9 million principal amount of the 2023 Notes for $210.7 million principal amount of the 2025 Notes and issuing an additional $139.3 million of new notes. Interest is payable semi-annually on May 15 and November 15 of each year, commencing on May 15, 2021.
In March 2023, the Company repurchased $12.3 million in aggregate principal amount of the 2026 Notes for $10.7 million in cash and repurchased $159.0 million in aggregate principal amount of the 2025 Notes for $138.4 million in cash. The partial repurchase of the 2026 Notes and 2025 Notes resulted in a $19.9 million gain on early debt extinguishment, of which $1.8 million consisted of unamortized debt issuance costs. This gain was recorded within other income (expense) on the condensed consolidated statements of comprehensive loss. The Company may repurchase additional 2025 Notes and/or 2026 Notes from time to time through open market purchases, block trades, and/or privately negotiated transactions, in compliance with applicable securities laws and other legal requirements. The timing, volume, and nature of the repurchases will be determined by the Company based on the capital needs of the business, market conditions, applicable legal requirements, and other factors.
The Notes are the Company's senior unsecured obligations and rank senior in right of payment to any of the Company's indebtedness that is expressly subordinated in right of payment to the Notes, rank equally in right of payment with any of the Company's indebtedness that is not so subordinated, are effectively junior in right of payment to any of the Company's secured indebtedness to the extent of the value of the assets securing such indebtedness and are structurally junior to all indebtedness and other liabilities (including trade payables) of the Company's current and future subsidiaries.
On or after June 5, 2023 or November 20, 2023 for the 2026 Notes and 2025 Notes, respectively, the Company may redeem for cash all or any portion of the 2026 or 2025 Notes, at the Company's option if the last reported sale price of the Company's common stock has been at least 130% of the conversion price in effect for at least 20 trading days (whether or not consecutive) during any 30-consecutive trading-day period. If the Company calls any or all of the 2026 or 2025 Notes for redemption, holders may convert all or any portion of their 2026 or 2025 Notes at any time prior to the close of business on the scheduled trading day prior to the redemption date, even if the 2026 or 2025 Notes are not otherwise convertible at such time. After that time, the right to convert such 2026 or 2025 Notes will expire, unless the Company defaults in the payment of the redemption price, in which case a holder of 2026 or 2025 Notes may convert all or any portion of its 2026 or 2025 Notes until the redemption price has been paid or duly provided for.
On or after March 1, 2026 or August 15, 2025 for the 2026 Notes and 2025 Notes, respectively, holders may convert all or any portion of their Notes at any time prior to the close of business on the second scheduled trading day immediately preceding the maturity date, regardless of the succeeding conditions described herein. Upon conversion, the Company will pay or deliver cash, shares of its common stock or a combination of cash and shares of its common stock, at its election, as described in the indenture governing the Notes.
Holders may convert their Notes at their option at any time prior to the close of business on the business day immediately preceding March 1, 2026 or August 15, 2025 for the 2026 Notes and 2025 Notes, respectively, only under the following circumstances:
19

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
during any calendar quarter commencing after the calendar quarter ending on September 30, 2019 or March 30, 2021 (and only during such calendar quarter), for the 2026 Notes and 2025 Notes, respectively, if the last reported sale price of the common stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price on each applicable trading day;
during the five consecutive business day period after any five consecutive trading day period in which the trading price per $1,000 principal amount of the Notes for each trading day of the measurement period was less than 98% of the product of the last reported sale price of the Company's common stock and the conversion rate on each such trading day; or
upon the occurrence of specified corporate events.
If a fundamental change (as defined in the relevant indenture governing each of the Notes) occurs prior to the maturity date, holders of each of the Notes may require the Company to repurchase all or a portion of their notes for cash at a repurchase price equal to 100% of the principal amount of the Notes, plus any accrued and unpaid interest to, but excluding, the fundamental change repurchase date.
As of September 30, 2023, the 2026 Notes and 2025 Notes were not convertible.
The 2023 Notes, 2026 Notes and 2025 Notes consist of the following:
As of September 30, 2023As of December 31, 2022
2023 Notes2026 Notes2025 Notes2023 Notes2026 Notes2025 Notes
Principal$ $303,995 $191,000 $10,908 $316,250 $350,000 
Unamortized debt issuance costs (3,446)(1,580)(5)(4,563)(3,898)
Net carrying amount$ $300,549 $189,420 $10,903 $311,687 $346,102 
The following table sets forth total interest expense recognized related to the 2023, 2026 and 2025 Notes:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Contractual interest expense$630 $722 $1,963 $2,168 
Amortization of debt issuance costs495 676 1,608 2,043 
Total$1,125 $1,398 $3,571 $4,211 
Debt issuance costs are amortized on a straight-line basis, which approximates the effective interest method, to interest expense over the expected life of the Notes. As of September 30, 2023, the remaining period over which the debt issuance costs will be amortized for the 2026 Notes and 2025 Notes was 2.7 years and 2.1 years, respectively.
As of September 30, 2023, the if-converted value of the 2026 Notes and 2025 Notes did not exceed the principal amount. The if-converted values were determined based on the closing price of the Company's stock on September 30, 2023.
Capped Call Transactions
In connection with the issuance of the 2026 Notes and 2025 Notes, the Company entered into two separate capped call transactions with one or more counterparties, or the Capped Calls. The Capped Calls associated with the 2026 Notes have an initial strike price of $88.6124 per share, subject to certain adjustments, which corresponds to the initial conversion price of the 2026 Notes. The Capped Calls associated with the 2025 Notes have an initial strike price of $140.1443 per share, subject to certain adjustments, which corresponds to the initial conversion price of the 2025 Notes. The Capped Calls associated with the 2026 Notes have an initial cap price of $139.00 per share. The Capped Calls associated with the 2025 Notes have an initial cap price of $211.54 per share. The Capped Calls are expected to offset the potential dilution to the common stock upon any conversion of the 2026 Notes or 2025 Notes and/or offset any cash payments the Company is required to make in excess of the principal amount of the 2026 Notes or 2025 Notes in the event the market price per share of common stock is greater than the strike price of the Capped Call, with such offset subject to a cap. If, however, the market price per share of the common stock exceeds the cap price of the Capped Calls, there would be dilution and/or there would not be an offset of such potential cash payments, in each case, to the extent that the then-market price per share of the common stock exceeds the cap price. As the
20

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
Capped Calls are considered indexed to the Company's stock and are considered equity classified, they are recorded in stockholders' equity on the condensed consolidated balance sheet and are not accounted for as derivatives. The cost of $40.8 million incurred in connection with the Capped Calls associated with the 2026 Notes was recorded as a reduction to additional paid-in capital. The cost of $39.8 million incurred in connection with the Capped Calls associated with the 2025 Notes was recorded as a reduction to additional paid-in capital.
In March 2023, in connection with the partial repurchase of the 2026 Notes and 2025 Notes, the Company terminated the Capped Calls in a notional amount corresponding to the aggregate principal amount of the 2026 Notes and 2025 Notes that were repurchased. As a result of the termination of the related Capped Calls, the Company received cash payments of $0.1 million. The proceeds were recorded as an increase to additional paid-in capital on the condensed consolidated balance sheets.
10. Stock-Based Compensation
In March 2014, the Company's board of directors approved the 2014 Equity Incentive Plan, or 2014 Plan. The 2014 Plan contained a provision that automatically increased the shares available for issuance under the plan on January 1 of each year subsequent to the 2014 Plan's adoption through 2024, by an amount equal to the smaller of (a) 4.5% of the number of shares of common stock issued and outstanding on the immediately preceding December 31, or (b) an amount determined by the Company's board of directors. The 2014 Plan terminated on June 1, 2023, except with respect to the outstanding awards previously granted thereunder. As of June 1, 2023, there were 7,606 shares of common stock that were reserved for issuance pursuant to outstanding awards, assuming maximum performance, under the 2014 Plan.
In May 2023, the Company's stockholders approved the 2023 Equity Incentive Plan, or 2023 Plan, with an effective date of June 1, 2023. At time of approval, up to 14,045 shares of common stock were reserved for issuance under the 2023 Plan, all of which consisted of shares previously reserved for issuance under the 2014 Plan and any shares that would otherwise be returned to the 2014 Plan as a result of the forfeiture, repurchase or termination of unissued shares subject to options or restricted awards issued under that plan. The 2023 Plan is a successor to and continuation of the Company’s 2014 Plan. As of September 30, 2023, 7,730 shares remain authorized and available for future issuance under the 2023 Plan, assuming attainment of maximum performance for any market or performance stock units.
In March 2014, the Company adopted its employee stock purchase plan, or ESPP. The plan was implemented starting January 3, 2022, pursuant to which certain participating domestic employees are able to purchase shares of the Company's common stock at a 15% discount of the lower of the market price at the beginning or end of the offering period. Offering periods commence on each June 1 and December 1. The Board provided for a share reserve with respect to the ESPP of 800 shares. The ESPP contains a provision that automatically increases the shares available for issuance under the plan on January 1 of each year through 2024, by an amount equal to the lesser of (a) 500 shares, (b) 1% of the number of shares issued and outstanding on the immediately preceding December 31, or (c) such other amount as may be determined by the Company's board of directors. During the nine months ended September 30, 2023, the Company issued 146 shares under the ESPP and as of September 30, 2023, 983 shares remain authorized and available for future issuance under the ESPP.
During the first quarter of 2023, a new form of performance stock units, or PSUs, were granted to the Company's executives under the 2014 Plan. The Company values PSUs at the closing market price on the date of grant. The minimum percentage of PSUs that can vest is 0%, with a maximum percentage of 200%. The vesting of PSUs is conditioned upon the achievement of certain internal targets and will vest over a two-year and three-year performance period. The Company recognizes compensation expense using the accelerated attribution method over the performance period, if it is probable that the performance condition will be achieved. Adjustments to compensation expense are made each reporting period based on changes in our estimate of the number of PSUs that are probable of vesting.
21

Q2 HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (unaudited)
(in thousands, except per share amounts and unless otherwise indicated)
Stock-based compensation expense was recorded in the following cost and expense categories on the Company's condensed consolidated statements of comprehensive loss:
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Cost of revenues$3,373 $2,898 $10,323 $8,972 
Sales and marketing4,050 4,286 13,133 11,624 
Research and development3,908 3,661 11,691 10,363 
General and administrative9,778 5,919 24,672 17,341 
Total stock-based compensation expense$21,109 $16,764 $59,819 $48,300 
11. Income Taxes
In accordance with applicable accounting guidance, the income tax expense for the nine months ended September 30, 2023 is based on the estimated annual effective tax rate for fiscal year 2023. The Company's provision for income taxes is based on estimated effective tax rates derived from an estimate of annual consolidated earnings before taxes, adjusted for nondeductible expenses, other permanent items, valuation allowances, and any applicable income tax credits.
The Company's provision for income taxes reflected an effective tax rate of approximately (4.5)% and (1.7)% for the three months ended September 30, 2023 and 2022, respectively, and (3.3)% and (2.9)% for the nine months ended September 30, 2023 and 2022, respectively. For the three and nine months ended September 30, 2023 and 2022, the Company's effective tax rate was lower than the U.S. federal statutory rate primarily due to its valuation allowance offsetting the benefits of losses. The Company's income tax expenses and benefits consist primarily of state current income tax expense, deferred income tax expense relating to the tax amortization of recently acquired goodwill and current income tax expense from foreign operations.
To date, the Company has provided a valuation allowance against most of its deferred tax assets as it believes the objective and verifiable evidence of its historical pretax net losses outweighs any positive evidence of its forecasted future results. The Company will continue to monitor the positive and negative evidence, and it will adjust the valuation allowance as sufficient objective positive evidence becomes available.
As of September 30, 2023, the Company had $0.5 million in uncertain tax positions, including an insignificant amount of accrued interest, representing a decrease of $0.5 million from the balance at December 31, 2022. Of this amount, $0.5 million resulted in a state income tax benefit during the nine months ended September 30, 2023. The Company's tax years 2019 through 2022 generally remain open to examination by the major taxing jurisdictions to which the Company is subject. Operating losses generated in years prior to 2019 remain open to adjustment until the statute of limitations closes for the tax year in which the net operating losses are utilized.
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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 interim condensed consolidated financial statements and related notes included elsewhere in this Quarterly Report on Form 10-Q and in our other SEC filings, including the audited consolidated financial statements and the accompanying notes for the fiscal year ended December 31, 2022, which are included in our Annual Report on Form 10-K, filed with the SEC on February 21, 2023. In addition to historical condensed consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Quarterly Report on Form 10-Q, particularly in the sections titled "Risk Factors" and "Special Note Regarding Forward Looking Statements," which include a discussion of the uncertainties, risks and assumptions associated with these statements. The following discussion and analysis also includes a discussion of certain non-GAAP financial measures. For a description and reconciliation of the non-GAAP measures discussed in this section, see "Non-GAAP Financial Measures."
Overview
We are a leading provider of digital banking and lending solutions to financial institutions, financial technology companies, or FinTechs, alternative finance companies, or Alt-FIs, and other innovative companies, or Brands, wishing to incorporate banking into their customer engagement and servicing strategies. Our solutions transform the ways in which financial institutions and other financial services providers engage with account holders and end users, or End Users. Our solutions include a broad and deep portfolio of digital banking solutions; lending solutions; an open technology platform, the Q2 Innovation Studio, which is a portfolio of technologies and programs which can be leveraged to design, develop, and distribute innovative products, services, features, and integrations by enabling a partnership ecosystem on Q2's digital banking platform; and Helix, a comprehensive banking as a service, or BaaS, solution, which enables innovative companies to integrate banking products and services into their offerings. We purpose-build our platforms and solutions to enable success for our customers and technology partners by allowing them to digitize their operations and offerings, differentiate their digital brands, integrate traditional and emerging financial services, and ultimately, enhance their End-User acquisition, engagement and retention and improve their operational efficiencies and profitability.
Significant resources, personnel and expertise are required to effectively deliver and manage advanced digital banking and lending solutions in the complex and heavily regulated financial services industry requires significant resources, personnel and expertise. We provide digital solutions that are designed to be highly configurable, scalable and adaptable to the specific needs of our customers. We design and develop our solutions with an open platform approach intended to provide comprehensive integration among our solution offerings and our customers' internal and third-party systems. This integrated approach allows our customers to deliver unified and robust financial experiences across digital channels. Our solutions provide our customers the flexibility to configure their digital services in a manner that is consistent with each customer's specific offerings, workflows, processes and controls. Our solutions also allow our customers to personalize the digital experiences they deliver to their End Users by extending their individual services and brand requirements across digital channels. Our solutions and our data center infrastructure and resources are designed to comply with the stringent security and technical regulations applicable to financial institutions and financial services providers and to safeguard our customers' data and that of their End Users.
We have deep domain expertise in developing and delivering advanced digital banking and lending solutions designed to help our customers and technology partners compete in the complex and heavily regulated financial services industry. Over 18 years ago, Q2 began by providing digital banking solutions to regional and community financial institutions. We have rapidly grown since then through a combination of broad market acceptance of our award-winning solutions and relentless innovation, investment and acquisitions, while expanding our solutions to larger financial institutions. Our portfolio of solutions now spans digital banking, lending, profitability, onboarding, security, and we now serve account holders and borrowers across retail, small business and commercial segments, in addition to our open technology platform and BaaS offerings. While we remain focused on our founding mission of building stronger and more diverse communities by strengthening their financial institutions, we intend to draw on our broad solution portfolio, deep domain expertise and robust customer base to lead the transformation into a new frontier of financial services.
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The financial services industry is undergoing tremendous change, influenced by three major factors. First, financial institutions demand now, more than ever, to digitize their operations and offerings. Second, FinTechs and the innovation they bring to the market are increasing End-User demand and expectations for new, more engaging and meaningful digital financial experiences. And third, major innovative Brands recognize that incorporating banking into their strategy is an opportunity to leverage the trust that their End Users place in them, driving deeper engagement with those End Users. These three forces continue to converge, creating what we believe is a new frontier in financial services in which financial institutions, FinTechs and Brands will have new roles and interdependencies, and which will require new technology, new partners, and new business models. We believe that lasting value creation in financial services will be achieved by those companies that can support and enhance the convergence of these forces. In addition, we have built a broad set of solutions that we believe equips us to accelerate and optimize this convergence – from digitizing the entire bank, to facilitating partnerships among financial institutions and FinTechs, to enabling Brands to incorporate banking into their products and customer relationships.
We deliver our solutions to most of our customers using a software-as-a-service, or SaaS, model under which our customers pay subscription fees for the use of our solutions. Our digital banking platform customers have numerous End Users, and those End Users can represent one or more account holders registered to use one or more of our solutions on our digital banking platform. We generally price our digital banking platform solutions based on the number of solutions purchased by our customers and the number of Registered Users (as defined below) or commercial account holders utilizing our solutions. We generally earn additional revenues from our digital banking platform customers based on the number of transactions that End Users perform on our solutions in excess of the levels included in our standard subscription fee. As a result, our revenues from digital banking platform customers grow as our customers buy more solutions from us and increase the number of End Users utilizing our solutions and as those users increase their number of transactions on our solutions. The structure and terms of our newer lending arrangements vary, but generally are also sold on a subscription basis through our direct sales organization, and the related revenues are recognized over the terms of the customer agreements. The structure and terms of our Helix arrangements with FinTechs and Brands vary, but typically involve relatively lower contracted minimum revenues and instead emphasize usage-based revenue, with such revenue recognized as it is incurred.
We have achieved significant growth since our inception. During each of the past 10 years, our average number of Registered Users per installed customer on our digital banking platform, or Installed Customer, has grown, and in many instances we have been able to sell additional solutions to existing customers. Our revenues per Installed Customer and per Registered User vary period-to-period based on the length and timing of customer implementations, changes in the average number of Registered Users per customer, sales of additional solutions to existing customers, changes in the number of transactions on our solutions by Registered Users and variations among existing customers and new customers with respect to the mix of purchased solutions and related pricing. Please see "Management's Discussion and Analysis of Financial Condition and Results of Operations—Key Operating Measures" for additional detail on how we define "Installed Customers" and "Registered Users."
We believe we have a significant opportunity to continue to grow our business and that the investments we are making are positioning us to continue to realize revenue growth and improve our operating efficiencies. These investments will increase our costs on an absolute dollar basis, but the timing and amount of these investments will vary based on the rate at which we expect to add new customers, the implementation and support needs of our customers, our software development plans, our technology and physical infrastructure requirements and the internal needs of our organization. Many of these investments will occur in advance of any associated benefit which at times may make it difficult to determine if we are effectively allocating our resources. If we are successful in growing our revenues by selling additional innovative solutions to existing customers and creating deeper End User engagement, we anticipate that greater economies of scale and increased operating leverage will improve our margins over the long term.
We sell our solutions primarily through our professional sales organization. While the financial institutions market is well-defined due to the regulatory classifications of those financial institutions, markets for FinTechs, Alt-FIs and Brands are broader and more difficult to define due to the changing number of providers in each market. Over the long term, we intend to continue to invest in additional sales representatives to identify and address opportunities in the financial institution, FinTech, Alt-FI and Brand markets across the U.S. and internationally and to increase our number of sales support and marketing personnel, as well as our investment in marketing initiatives designed to increase awareness of our solutions and generate new customer opportunities.
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We have continuously invested in expanding and improving our digital banking platform since its introduction in 2005, and we intend to continue investing both organically and inorganically through acquisitions to expand our portfolio of solutions. Additionally, over the past several years we have acquired or developed new solutions and additional functionality that serve a broader range of needs of financial institutions as well as the needs of FinTechs, Alt-FIs and Brands. Our integrated, end-to-end collection of solutions includes retail, small business and commercial banking, regulatory and compliance, digital lending, relationship pricing, open platform solutions, BaaS, digital account opening, account switching and data-driven sales enablement, spending insights and portfolio management solutions among others. We have also introduced the Q2 Innovation Studio, an API-based and SDK-based open technology platform that allows our financial institution customers and other technology partners to develop unique extensions of and integrations to our digital banking platform, allowing financial institutions to quickly and easily deploy customized experiences and the latest financial services expected by End Users.
We believe that financial services providers are best served by a broad integrated portfolio of digital solutions that provide rapid, flexible and comprehensive integration with internal and third-party solutions allowing them to provide modern, intuitive, advanced and regulatory-compliant digital banking and lending services. We also believe that the breadth and depth of our solution offerings and customer base, our open and flexible platform approach, our position as a leading provider of digital banking solutions to a large network of financial institutions, and our expertise in delivering new, advanced, innovative and regulatory-compliant digital banking and lending solutions uniquely position us to capitalize on the new frontier in financial services. We currently intend to increase investments in technology innovation and software development as we enhance our solutions and platforms and increase or expand the number of solutions that we offer.
As our business grows, we intend to continue to invest in and grow our services and delivery organization to support our customers' needs, help them through their digital transformation, deliver our solutions in a timely and effective manner and maintain our strong reputation. We believe that delivery of consistent, high-quality customer support is a significant driver of purchasing and renewal decisions of our prospects and customers. To develop and maintain a reputation for high-quality service, we seek to build deep relationships with our customers through our customer service organization, which we staff with personnel who are motivated by our common mission of using technology to help our customers succeed and who are knowledgeable with respect to the regulated and complex nature of the financial services industry.
Recent Events
Macroeconomic conditions and the residual impacts of the COVID-19 pandemic continue to change globally. We believe the combination of higher interest rates and inflation, supply chain disruptions, tight labor markets, wage inflation, pricing volatility for certain goods and services, geopolitical uncertainty, and other macroeconomic conditions puts pressure on corporate growth initiatives. Rising interest rates and recession fears, or an actual recession, also can reduce account holder demand for loans and can reduce the creditworthiness of existing borrowers, resulting in higher credit losses for financial institutions. Additionally, the failures of Silicon Valley Bank, Signature Bank and First Republic Bank have created market disruption and uncertainty for the financial services industry, in particular among regional and community financial institutions, or RCFIs. To date, a substantial majority of our revenues continue to result from sales of our digital banking platform to U.S. based RCFIs, which we define as federally insured banks and credit unions with less than $100 billion in assets. Financial institutions, in particular RCFIs, have experienced, and may continue to experience outflows of deposits as account holders move their deposits to larger financial institutions with perceived better liquidity and risk management. The actions taken by such institutions to address potential liquidity concerns have resulted in certain institutions incurring substantial costs that have negatively impacted, and may continue to negatively impact, their profitability and could lead to further market instability or bank failures. The current market conditions have caused and may continue to cause financial institutions to reduce lending activity as they seek to increase their reserves to maintain better liquidity. While the U.S. government has taken measures to strengthen public confidence in the banking system and protect depositors, such steps may be insufficient to resolve the volatility in the financial markets and reduce the risk of additional bank failures.
Although we have a diversified customer base with no individual customer representing more than 4% of total revenue and our top 20 customers collectively accounting for less than 25% of total revenue, each for the year ended December 31, 2022, we have been, and may continue to be, impacted by the current macroeconomic environment and the challenges in the financial services industry. First Republic Bank, which was seized by regulators and immediately sold to JPMorgan Chase in May 2023, is a customer of ours, and total revenue recognized for the year ended December 31, 2022 from them consisted predominantly of revenue from professional services and in total represented approximately 2.5% of our total revenue for the year. Financial institutions have and may continue to respond to this challenging operating environment by reducing or delaying purchases of digital solutions and associated services. During the second half of 2022, we observed a decline in customer demand relative to our expectations earlier in the year for certain discretionary aspects of our solutions, namely professional services, which we believe may have been related to the challenging macroeconomic environment. During the second half of 2022, we also observed a decline in transactional and other revenue from our Helix and payment solutions, resulting from decreased usage. These effects have continued throughout 2023 to date, and we expect continued negative impacts on our
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professional services for the remainder of the year and into 2024, or until the macroeconomic environment and the health of the financial services industry stabilizes or improves. Further, as a result of the continued macroeconomic uncertainty, starting in the second half of 2022, we began implementing certain measures to drive efficiencies in the organization and improve the scaling of expenses relative to revenue growth, which have continued in 2023 and we expect to continue into 2024 and beyond. The duration and severity of these general economic conditions and their long-term effects on us and our customers remain uncertain and difficult to predict. Refer to "Special Note Regarding Forward Looking Statements" above and "Risk Factors" below and in our other SEC filings for further discussion of the impact and possible future impacts of general macroeconomic uncertainty and the current challenges facing the financial services industry on our business.
Key Operating Measures
In addition to the U.S. generally accepted accounting principles, or GAAP, measures described below in "Management's Discussion and Analysis of Financial Condition and Results of Operations—Components of Operating Results," we monitor the following operating measures to evaluate growth trends, plan investments and measure the effectiveness of our sales and marketing efforts.
Installed Customers
We define Installed Customers as the number of customers on live implementations (or installations) of our digital banking platforms. The average size of our Installed Customers, measured in both Registered Users per Installed Customer and revenues per Installed Customer, has increased over time as our existing Installed Customers continue to add Registered Users and commercial account holders, buy more solutions from us, and as we add larger financial institutions to our Installed Customer base. The net rate at which we add Installed Customers varies based on our implementation capacity, the size and unique needs of our customers, the readiness of our customers to implement our solutions and customer attrition, including as a result of merger and acquisition activity among financial institutions. We had 444, 448 and 450 Installed Customers on our digital banking platform as of December 31, 2022, 2021 and 2020, respectively. The year-over-year change in our Installed Customer count for 2022 was associated with an uptick in customer go-lives, offset by customer merger and acquisition activity and customer terminations.
Registered Users
We define a Registered User as an individual related to an account holder of an Installed Customer on our consumer digital banking platform who has registered to use one or more of our digital banking solutions and has current access to use those solutions as of the last day of the reporting period presented. We generally price our consumer digital banking platform solutions based on the number of Registered Users, while our commercial digital banking platform solutions are priced using various methodologies. As the number of Registered Users of our solutions increases, our revenues generally tend to grow. Our average number of Registered Users per Installed Customer grows as our existing digital banking platform customers add more Registered Users and as we add larger financial institutions to our Installed Customer base. We anticipate that the number of Registered Users will grow at a faster rate than our number of Installed Customers, however this will be offset as our commercial digital banking platform represents a greater proportion of our Installed Customers solutions without the associated Registered User impact. The rate at which our customers add Registered Users varies significantly from period-to-period based on the timing of our implementations of new customers, the timing of registration of new End Users and customers performing inactive account clean-up. We add new Registered Users through both organic and inorganic growth from existing customers and from the addition of End Users from new Installed Customers. Our aggregate number of Registered Users is negatively impacted to the extent Installed Customers terminate all or a portion of their arrangements with us. Our Installed Customers had approximately 21.1 million, 19.2 million and 17.8 million Registered Users as of December 31, 2022, 2021 and 2020, respectively. Registered Users as of September 30, 2023 were 22.0 million compared to 20.9 million as of September 30, 2022.
Net Revenue Retention Rate
We believe that our ability to retain our customers and expand their use of our products and services over time is an indicator of the stability of our revenue base and the long-term value of our customer relationships. We assess our performance in this area using a metric we refer to as our net revenue retention rate, which we previously referred to as our revenue retention rate. We calculate our net revenue retention rate as the total revenues in a calendar year, excluding any revenues from acquired customers during such year, from customers who were implemented on any of our solutions as of December 31 of the prior year, expressed as a percentage of the total revenues during the prior year from the same group of customers. Our net revenue retention rate provides insight into the impact on current year revenues of: the number of new customers implemented on any of our solutions during the prior year; the timing of our implementation of those new customers in the prior year; growth in the number of End Users on such solutions and changes in their usage of such solutions; and sales of new products and services to our existing customers during the current year, excluding any products or services resulting from businesses acquired during such year and customer attrition. The most significant drivers of changes in our net revenue retention rate each year have
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historically been the number of new customers in the prior year and the timing of our implementation of those new customers. The timing of our implementation of new customers in the prior year is significant because we do not start recognizing revenues from new customers until they are implemented. If implementations are weighted more heavily in the first or second half of the prior year, our net revenue retention rate will be lower or higher, respectively. For example, in the first half of 2021, our implementations were weighted more heavily, and we experienced a lower net revenue retention rate in 2022 as a result. Our use of net revenue retention rate has limitations as an analytical tool, and investors should not consider it in isolation. Other companies in our industry may calculate net revenue retention rate differently, which reduces its usefulness as a comparative measure. Our net revenue retention rate was 110%, 119% and 122% for the years ended December 31, 2022, 2021 and 2020, respectively.
Annualized Recurring Revenue
In addition to Total Annual Recurring Revenue, which we previously referred to as ARR, beginning with the third quarter of 2023, we are reporting Subscription Annual Recurring Revenue, or Subscription ARR. We believe Subscription ARR, and Total Annual Recurring Revenue, or Total ARR, provide important information about our future revenue potential, our ability to acquire new clients, and our ability to maintain and expand our relationship with existing clients. We calculate Subscription ARR as the annualized value of all recurring subscription revenue recognized in the last month of the reporting period, with the exception of variable revenue in excess of contracted amounts for which we instead take the average monthly run rate of the trailing three months within that reporting period. Our Subscription ARR also includes the contracted minimum subscription amounts associated with all contracts in place at the end of the quarter for which revenue recognition has not yet commenced. Subscription revenues are defined within "Critical Accounting Policies and Significant Judgements and Estimates" in our Form 10-K. We calculate Total ARR as the annualized value of all recurring revenue recognized in the last month of the reporting period, with the exception of variable revenue in excess of contracted amounts for which we instead take the average monthly run rate of the trailing three months within that reporting period. Our Total ARR also includes the contracted minimums associated with all contracts in place at the end of the quarter for which revenue recognition has not yet commenced, and revenue generated from Premier Services. Premier Services revenue is generated from select established customer relationships where we have engaged with the customer for more tailored, premium professional services resulting in a deeper and ongoing level of engagement with them, which we deem to be recurring in nature. Total ARR does not include revenue from professional services or other sources of revenue that are not deemed to be recurring in nature. Subscription and Total ARR are not a forecast of future revenue, which can be impacted by contract start and end dates and renewal rates. Subscription and Total ARR should be viewed independently of revenue and deferred revenue as Subscription and Total ARR are operating metrics and are not intended to be combined with or replace these items. Our use of Subscription and Total ARR has limitations as an analytical tool, and investors should not consider it in isolation. Other companies in our industry may calculate Subscription ARR and Total ARR differently, which reduces their usefulness as comparative measures.
Our Subscription ARR was $500.9 million, $426.7 million and $346.3 million for the years ended December 31, 2022, 2021 and 2020, respectively. Subscription ARR as of September 30, 2023 was $547.0 million compared to $477.9 million as of September 30, 2022. Our Total ARR was $655.2 million, $574.2 million and $464.2 million for the years ended December 31, 2022, 2021 and 2020, respectively. Total ARR as of September 30, 2023 was $693.6 million compared to $633.7 million as of September 30, 2022.
Revenue Churn
We utilize revenue churn to monitor the satisfaction of our customers and evaluate the effectiveness of our business solutions and strategies. We define revenue churn as the amount of any monthly recurring revenue losses due to customer cancellations and downgrades, net of upgrades and replacements of existing solutions, during a year, divided by our monthly recurring revenue at the end of the prior year. Cancellations refer to customers that have either stopped using our services completely or remained a customer but terminated a particular service. Downgrades are a result of customers taking less of a particular service or renewing their contract for identical services at a lower price. We had annual revenue churn of 6.3%, 5.4% and 5.9% for the years ended December 31, 2022, 2021 and 2020, respectively. Our use of revenue churn has limitations as an analytical tool, and investors should not consider it in isolation. Other companies in our industry may calculate revenue churn differently, which reduces its usefulness as a comparative measure.
Non-GAAP Financial Measures
In addition to financial measures prepared in accordance with GAAP, we use certain non-GAAP financial measures to clarify and enhance our understanding, and aid in the period-to-period comparison, of our performance. We believe that these non-GAAP financial measures provide supplemental information that is meaningful when assessing our operating performance because they exclude the impact of certain categories that our management and board of directors do not consider part of core operating results when assessing our operational performance, allocating resources, preparing annual budgets and determining compensation. Accordingly, these non-GAAP financial measures may provide insight to investors into the motivation and
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decision-making of management in operating the business. Set forth in the tables below are the corresponding GAAP financial measures for each non-GAAP financial measure. Investors are encouraged to review the reconciliation of each of these non-GAAP financial measures to its most comparable GAAP financial measure included below. While we believe that these non-GAAP financial measures provide useful supplemental information, non-GAAP financial measures have limitations and should not be considered in isolation from, or as a substitute for, their most comparable GAAP measures. These non-GAAP financial measures are not prepared in accordance with GAAP, do not reflect a comprehensive system of accounting and may not be comparable to similarly titled measures of other companies due to potential differences in their financing and accounting methods, the book value of their assets, their capital structures, the method by which their assets were acquired and the manner in which they define non-GAAP measures. Items such as the deferred revenue reduction from purchase accounting, stock-based compensation, transaction-related costs, amortization of acquired technology, amortization of acquired intangible assets and lease and other restructuring charges can have a material impact on our GAAP financial results.
Non-GAAP Revenue
We define non-GAAP revenue as total revenue excluding the impact of purchase accounting. We monitor these measures to assess our performance because we believe our revenue growth rates would be understated without these adjustments. We believe presenting non-GAAP revenue aids in the comparability between periods and in assessing our overall operating performance.
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Revenue:   
GAAP revenue$154,967 $144,751 $462,506 $419,131 
Deferred revenue reduction from purchase accounting76 104 275 515 
Total Non-GAAP revenue$155,043 $144,855 $462,781 $419,646 
Non-GAAP Operating Income
We provide non-GAAP operating income excluding such items as deferred revenue reduction from purchase accounting, stock-based compensation, transaction-related costs, amortization of acquired technology, amortization of acquired intangible assets and lease and other restructuring charges. We believe excluding these items is useful for the following reasons:
Deferred revenue reduction from purchase accounting. We provide non-GAAP information that excludes the deferred revenue reduction from purchase accounting. We believe that the exclusion of deferred revenue reduction from purchase accounting allows users of our financial statements to better review and understand the historical and current results of our continuing operations.
Amortization of acquired technology and intangible assets. We provide non-GAAP information that excludes expenses related to purchased technology and intangible assets associated with our acquisitions. We believe that eliminating these expenses from our non-GAAP measures is useful to investors, because the amortization of acquired technology and intangible assets can be inconsistent in amount and frequency and significantly impacted by the timing and magnitude of our acquisition transactions, which also vary in frequency from period to period. Accordingly, we analyze the performance of our operations in each period, both with and without such expenses.
Stock-based compensation. We provide non-GAAP information that excludes expenses related to stock-based compensation. We believe that the exclusion of stock-based compensation expense provides for a better comparison of our operating results to prior periods and to our peer companies as the calculations of stock-based compensation vary from period to period and company to company due to different valuation methodologies, subjective assumptions and the variety of award types. Because of these unique characteristics of stock-based compensation, we exclude these expenses when analyzing the organization's business performance.
Transaction-related costs. We exclude certain expense items resulting from our evaluation and completion of merger and acquisition and divestiture opportunities, such as related legal, accounting and consulting fees and retention expense. We consider these adjustments, to some extent, to be unpredictable and dependent on a significant number of factors that are outside of our control. Furthermore, transaction-related activities result in operating expenses that would not otherwise have been incurred by us in the normal course of our organic business operations. We believe that providing these non-GAAP measures that exclude transaction-related costs allows users of our financial statements to better review and understand the historical and current results of our continuing operations, and also facilitates comparisons to our historical results and results of less acquisitive peer companies, both with and without such adjustments.
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Lease and other restructuring charges. We provide non-GAAP information that excludes restructuring charges related to the estimated costs of exiting and terminating facility lease commitments, partially offset by anticipated sublease income, any related impairments of the right of use assets as they relate to corporate restructuring and exit activities, as well as severance and other related compensation charges associated with eliminating certain positions in connection with initiatives intended to align our resources to the portions of our business that we believe will drive the most long-term value. These charges are inconsistent in amount and are significantly impacted by the timing and nature of these events. Therefore, although we may incur these types of expenses in the future, we believe that eliminating these charges for purposes of calculating the non-GAAP financial measures facilitates a more meaningful evaluation of our operating performance and comparisons to our past operating performance.
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
GAAP operating loss$(23,172)$(27,091)$(68,040)$(72,274)
Deferred revenue reduction from purchase accounting76 104 275 515 
Stock-based compensation21,109 16,764 59,819 48,300 
Transaction-related costs352 24 882 
Amortization of acquired technology5,885 5,603 17,648 16,810 
Amortization of acquired intangibles5,250 4,422 15,764 13,266 
Lease and other restructuring charges3,435 5,494 8,137 6,031 
Non-GAAP operating income$12,586 $5,648 $33,627 $13,530 
Adjusted EBITDA
We define adjusted EBITDA as net loss before depreciation, amortization, stock-based compensation, transaction-related costs, provision for income taxes, interest and other (income) expense, net, deferred revenue reduction from purchase accounting, (gain) loss on extinguishment of debt, and lease and other restructuring charges. We believe that adjusted EBITDA provides useful information to investors and others in understanding and evaluating our operating results for the following reasons:
adjusted EBITDA is widely used by investors and securities analysts to measure a company's operating performance with and without regard to items that can vary substantially from company to company depending upon their financing, capital structures and the method by which assets were acquired;
our management uses adjusted EBITDA in conjunction with GAAP financial measures for planning purposes, in the preparation of our annual operating budget, as a measure of our operating performance, to assess the effectiveness of our business strategies and to communicate with our board of directors concerning our financial performance;
adjusted EBITDA provides more consistency and comparability with our past financial performance, facilitates period-to-period comparisons of our operations and also facilitates comparisons with other companies, many of which use similar non-GAAP financial measures to supplement their GAAP results; and
our investor and analyst presentations include adjusted EBITDA as a supplemental measure of our overall operating performance.
Adjusted EBITDA should not be considered as an alternative to net loss or any other measure of financial performance calculated and presented in accordance with GAAP. The use of adjusted EBITDA as an analytical tool has limitations such as:
depreciation and amortization are non-cash charges, and the assets being depreciated or amortized will often have to be replaced in the future and adjusted EBITDA does not reflect cash requirements for such replacements;
adjusted EBITDA may not reflect changes in, or cash requirements for, our working capital needs or contractual commitments;
adjusted EBITDA does not reflect the potentially dilutive impact of stock-based compensation;
adjusted EBITDA does not reflect interest or tax payments that could reduce cash available for use; and
other companies, including companies in our industry, might calculate adjusted EBITDA or similarly titled measures differently, which reduces their usefulness as comparative measures.
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Because of these and other limitations, you should consider adjusted EBITDA together with our GAAP financial measures including cash flow from operations and net loss. The following table presents a reconciliation of net loss to adjusted EBITDA for each of the periods indicated (in thousands):
 Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Reconciliation of net loss to adjusted EBITDA:
Net loss$(23,167)$(27,791)$(47,305)$(76,572)
Deferred revenue reduction from purchase accounting76 104 275 515 
Stock-based compensation21,109 16,764 59,819 48,300 
Transaction-related costs352 24 882 
Depreciation and amortization18,286 15,291 53,764 45,237 
Lease and other restructuring charges3,435 5,494 8,137 6,031 
Provision for income taxes1,006 469 1,503 2,173 
(Gain) loss on extinguishment of debt— — (19,869)