Biggest changeAmortization of Acquired Intangibles Amortization of acquired intangibles increased $0.8 million for the year ended December 31, 2022 compared to 2021, primarily due to additional amortization of intangible assets related to the acquisitions of MK in September 2021 and Segmint in April 2022. 37 Table of Contents Non-Operating Income (Expense) Non-operating expense decreased $2.4 million for 2022 compared to 2021, primarily due to a decrease in loss on financial instruments of $3.0 million in non-operating loss related to the increase in fair value of our warrant liabilities for the year ended December 31, 2021, partially offset by higher net interest expense of $0.5 million for the year ended December 31, 2022.
Biggest changeAmortization of Acquired Intangibles Amortization of acquired intangibles increased $0.3 million for the year ended December 31, 2023 compared to 2022, primarily due to additional amortization of intangible assets related to the acquisitions of Segmint in April 2022.
For each client, we invoice monthly a contractual minimum fee for each licensed solution. In addition, we invoice monthly an additional subscription fee for the number of registered users using each solution and the number of bill-pay and certain other transactions those registered users conduct through our digital banking platform in excess of their contractual minimum commitments.
For each client, we invoice monthly a contractual minimum fee for each licensed solution. In addition, we invoice monthly an additional subscription fee for the number of registered users using each solution and the number of bill-pay and certain other transactions those registered users conduct through our digital banking platform in excess of their contractual client minimum commitments.
Acquisition-related expenses, net, include the accrual of deferred compensation due to the former owner of ACH Alert, in addition to acquisition-related expenses associated with the acquisitions of MK and Segmint, primarily related to legal, consulting, and professional fees. In addition, these expenses are inclusive of any (gain) loss on revaluation of contingent consideration. Amortization of Acquired Intangibles.
Acquisition-related expenses, net, include the accrual of deferred compensation due to the former owner of ACH Alert, in addition to acquisition-related expenses associated with the acquisitions of MK and Segmint, primarily related to legal, consulting, and professional fees. In addition, these expenses are inclusive of any gain or loss on revaluation of contingent consideration. Amortization of Acquired Intangibles.
We believe that our existing cash resources, including our Amended Credit Agreement, will be sufficient to finance our continued operations, growth strategy, planned capital expenditures and the additional expenses we expect to incur as a public company for the short term (at least the next 12 months) and longer term.
We believe that our existing cash resources, including our Amended Credit Agreement, will be sufficient to finance our continued operations, growth strategy, planned capital expenditures and the additional expenses we expect to incur as a public company for the short term (at least the next 12 months) and longer term (beyond the next 12 months).
The net cash outflows from the change in our net operating assets and liabilities were primarily due to an $8.4 million increase in deferred implementation costs, $3.2 million increase in prepaid expenses and other assets, a $4.0 million increase in accounts receivable, and a $1.4 million decrease in accounts payable and accrued liabilities, partially offset by a $0.5 million increase in deferred revenues.
The net cash outflows from the change in our net operating assets and liabilities were primarily due to an $7.8 million increase in deferred implementation costs, $3.2 million increase in prepaid expenses and other assets, a $4.0 million increase in accounts receivable, and a $1.4 million decrease in accounts payable and accrued liabilities, partially offset by a $0.5 million increase in deferred revenues.
In particular, our single code base, built on a multi-tenant infrastructure and combined with continuous software delivery enables us to bring new, innovative products to market quickly and positions us with what we believe is market-leading breadth in terms of product offerings and feature sets.
Our single code base, built on a multi-tenant infrastructure and combined with continuous software delivery enables us to bring new, innovative products to market quickly and positions us with what we believe is market-leading breadth in terms of product offerings and feature sets.
Other costs not directly recoverable from future revenues are expensed in the period incurred. We intend to continue to increase our investments in our implementation, client support and client success teams and technology infrastructure to serve our clients and support our growth.
Other costs not directly recoverable from future revenues are expensed in the period incurred. We intend to continue to increase our investments in our implementation, client support teams and technology infrastructure to serve our clients and support our growth.
We believe growth in the number of registered users provides important information about our ability to expand market adoption of our digital banking platform and its associated software products, and to grow revenues over time.
We believe growth in the number of registered users provides important information about our ability to expand market adoption of our digital banking platform and its associated software products, and therefore to grow revenues over time.
Amortization of acquired intangibles represents the amortization of intangibles recorded in connection with our business acquisitions, which are amortized on a straight-line basis over the estimated useful lives of the related assets.
Amortization of acquired intangibles represents the amortization of intangible assets recorded in connection with our business acquisitions, which are amortized on a straight-line basis over the estimated useful lives of the related assets.
Our solution, the Alkami Platform, allows FIs to onboard and engage new users, accelerate revenues and meaningfully improve operational efficiency, all with the support of a proprietary, true cloud-based, multi-tenant architecture. We cultivate deep relationships with our clients through long-term, subscription-based contractual arrangements, aligning our growth with our clients’ success and generating an attractive unit economic model.
Our solution, the Alkami Digital Banking Platform, allows FIs to onboard and engage new users, accelerate revenues, and meaningfully improve operational efficiency, all with the support of a proprietary, true cloud-based, multi-tenant architecture. We cultivate deep relationships with our clients through long-term, subscription-based contractual arrangements, aligning our growth with our clients’ success and generating an attractive unit economic model.
This includes the costs of our implementation, client support and client success teams, development personnel responsible for maintaining and releasing updates to our platform, as well as third-party cloud-based hosting services. Cost of revenues also includes the direct costs of bill-pay services and other third-party intellectual property included in our solutions, the amortization of acquired technology and depreciation.
This includes the costs of our implementation, client support, and development personnel responsible for maintaining and releasing updates to our platform, as well as third-party cloud-based hosting services. Cost of revenues also includes the direct costs of bill-pay services and other third-party intellectual property included in our solutions, the amortization of acquired technology and depreciation.
Components of Results of Operations Revenues Our client relationships are predominantly based on multi-year contracts for the Alkami Platform that have had an average contract life of 70 months as of December 31, 2022. We derive the majority of our revenues from SaaS subscription services charged for the use of our digital banking solution.
Components of Results of Operations Revenues Our client relationships are predominantly based on multi-year contracts for the Alkami Digital Banking Platform that have had an average contract life of approximately 70 months as of December 31, 2023. We derive the majority of our revenues from SaaS subscription services charged for the use of our digital banking solution.
The key differentiators of the Alkami Platform include: • User experience : Personalized and seamless digital experience across user interaction points, including mobile, chat and SMS, establishing durable connections between FIs and their customers. • Integrations : Scalability and extensibility driven by more than 280 real-time integrations to back office systems and third-party fintech solutions as of December 31, 2022, including core systems, payment cards, mortgages, bill pay, electronic documents, money movement, personal financial management and account opening. • Deep data capabilities : Data synchronized and stored from back office systems and third-party fintech solutions and synthesized into meaningful insights, targeted content and other areas of monetization.
The key differentiators of the Alkami Digital Banking Platform include: • User experience : Personalized and seamless digital experience across user interaction points, including desktop, mobile, chat and SMS, establishing durable connections between FIs and their customers. • Integrations : Scalability and extensibility driven by more than 300 real-time integrations to back-office systems and third-party fintech solutions as of December 31, 2023, including core systems, payment cards, mortgages, bill pay, electronic documents, money movement, personal financial management and account opening. • Deep data capabilities : Data synchronized and stored from back-office systems and third-party fintech solutions and synthesized into meaningful insights, targeted content, and other areas of monetization.
A discussion regarding our financial condition and results of operation for the fiscal year ended December 31, 2022, compared to the fiscal year ended December 31, 2021, is presented below.
A discussion regarding our financial condition and results of operation for the fiscal year ended December 31, 2023, compared to the fiscal year ended December 31, 2022, is presented below.
We expect sales and marketing expenses will continue to increase as we expand our direct sales teams to pursue our market opportunity. 34 Table of Contents General and Administrative .
We expect sales and marketing expenses will continue to increase as we expand our direct sales teams to pursue our market opportunity. 35 Table of Contents General and Administrative .
We had 22 client renewals in the year ended December 31, 2022. We expect client renewals to continue to play a key role in our future success. Continued Leadership in Innovation. Our ability to maintain a differentiated platform and offering is dependent upon our pace of innovation.
We had 31 client renewals in the year ended December 31, 2023. We expect client renewals to continue to play a key role in our future success. Continued Leadership in Innovation. Our ability to maintain a differentiated platform and offering is dependent upon our pace of innovation.
These fees are not distinct from the underlying licensed SaaS subscription services. As a result, we recognize the resulting revenues on a straight-line basis over the client’s initial agreement term for our licensed SaaS solutions, commencing upon launch. Occasionally, our clients request custom development and other professional services, which we provide.
These fees are not distinct from the underlying licensed SaaS subscription services. 34 Table of Contents As a result, we recognize the resulting revenues on a straight-line basis over the client’s initial agreement term for our licensed SaaS solutions, commencing upon launch. Occasionally, our clients request custom development and other professional services, which we provide.
Our platform model with 280 integrations as of December 31, 2022 enables us to deliver thousands of configurations aligned with the digital platform strategies adopted by our clients. We expect our future success in winning new clients to be partially driven by our ability to continue to develop and deliver new, innovative products to FI clients in a timely manner.
Our platform model with 300 integrations as of December 31, 2023 enables us to deliver thousands of configurations aligned with the digital platform strategies adopted by our clients. We expect our future success in winning new clients to be partially driven by our ability to continue to develop and deliver new, innovative products to FI clients in a timely manner.
In addition, we also include third-party contractor expenses, software development and testing tools, allocated corporate expenses, and other expenses related to developing new solutions and upgrading and enhancing existing solutions. We expect research and development costs to increase as we expand our platform with new features and functionality as well as enhance the existing Alkami Platform. Sales and Marketing.
In addition, we also include third-party contractor expenses, software development and testing tools, allocated corporate expenses, and other expenses related to developing new solutions and upgrading and enhancing existing solutions. We expect research and development costs to increase as we expand our platform with new features and functionality as well as enhance the existing Alkami Digital Banking Platform.
Contingent consideration classified 41 Table of Contents as a liability is remeasured to fair value at each reporting date until the contingency is resolved, with any changes in fair value recognized in our consolidated statements of operations.
Contingent consideration classified as a liability is remeasured to fair value at each reporting date until the contingency is resolved, with any changes in fair value recognized in our consolidated statements of operations.
A discussion regarding our financial condition and results of operations for fiscal year ended December 31, 2021, compared to the fiscal year ended December 31, 2020, can be found under Item 7 in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021, filed with the SEC on February 25, 2022.
A discussion regarding our financial condition and results of operations for fiscal year ended December 31, 2022, compared to the fiscal year ended December 31, 2021, can be found under Item 7 in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022, filed with the SEC on February 24, 2023.
Net Cash Used in Investing Activities During the year ended December 31, 2022, net cash used in investing activities was $224.0 million, primarily consisting of $187.2 million for the purchase of marketable securities, $131.8 million related to our acquisition of Segmint, $3.6 million related to capitalized software development costs, and capital expenditures related to updates for computer and other equipment of $1.1 million, partially offset by $99.8 million in proceeds from maturities and redemptions of marketable securities.
During the year ended December 31, 2022, net cash used in investing activities was $223.7 million, primarily consisting of $187.2 million for the purchase of marketable securities, $131.8 million related to our acquisition of Segmint, $3.4 million related to capitalized software development costs, and capital expenditures related to updates for computer and other equipment of $1.1 million, partially offset by $99.8 million in proceeds from maturities and redemptions of marketable securities.
These are generally one-time 33 Table of Contents requests and involve unique, non-standard features, functions or integrations that are intended to enhance or modify their licensed SaaS solutions. We recognize revenues at the point in time the services are transferred to the client.
These are generally one-time requests and involve unique, non-standard features, functions or integrations that are intended to enhance or modify their licensed SaaS solutions. We recognize revenues at the point in time the services are transferred to the client.
Non-operating Income (Expense) Non-operating income (expense) consists primarily of interest income from our cash balances, interest expense from borrowings under our revolving line of credit, amortization of deferred debt costs, unrealized losses on marketable securities, and changes in fair value of warrants and tranche rights.
Non-operating Income (Expense) Non-operating income (expense) consists primarily of interest income from our cash balances, interest expense from borrowings under our revolving line of credit, amortization of deferred debt costs, unrealized gains or losses on marketable securities, realized gains on sales of marketable securities, and changes in fair value of warrants and tranche rights.
We believe adjusted EBITDA provides investors and other users of our financial information consistency and comparability with our past financial performance and facilitates period-to-period comparisons of operations. Adjusted EBITDA was $(17.6) million, $(22.0) million, and $(23.4) million for the years ended December 31, 2022, 2021, and 2020, respectively. Annual Recurring Revenue (ARR).
We believe adjusted EBITDA provides investors and other users of our financial information consistency and comparability with our past financial performance and facilitates period-to-period comparisons of operations. Adjusted EBITDA was $(1.6) million, $(17.6) million, and $(22.0) million for the years ended December 31, 2023, 2022, and 2021, respectively. Annual Recurring Revenue (ARR).
The non-cash charges were primarily comprised of depreciation and amortization expense of $8.1 million and stock-based compensation expense of $45.4 million, partially offset by a $15.5 million gain on revaluation of contingent consideration and a $0.7 million benefit from deferred taxes.
The non-cash charges were primarily comprised of depreciation and amortization expense of $8.1 million and stock-based compensation expense of $44.6 million, partially offset by a $15.5 million gain from revaluation of contingent consideration and a $0.7 million benefit from deferred taxes.
We calculate ARR by aggregating annualized recurring revenue related to SaaS subscription services recognized in the last month of the reporting period as well as the next 12 months of expected implementation services revenues for all clients on the platform in the last month of the reporting period.
We calculate ARR by aggregating annualized recurring revenue related to SaaS subscription services recognized in the last month of the reporting period as well as the next 12 months of expected implementation services revenues in the last month of the reporting period.
RPU growth was primarily driven by cross-sell activity to existing clients, higher average RPU of new clients implemented in 2022 on our digital banking platform compared to aggregate RPU and the subscription revenue contribution from the Segmint acquisition of $8.3 million.
RPU growth was primarily driven by cross-sell activity to existing clients, higher average RPU of new clients implemented in 2023 on our digital banking platform compared to aggregate RPU and the subscription revenue contribution from the Segmint acquisition of $6.2 million.
We derive our revenues predominantly from multi-year contracts for the Alkami Platform that are based on an average contract life of approximately 70 months as of December 31, 2022. We predominantly employ a per-registered-user pricing model, with incremental fees above certain contractual minimum commitments for each licensed solution.
We derive our Alkami Digital Banking Platform revenues almost entirely from multi-year contracts that are based on an average contract life of approximately 70 months as of December 31, 2023. We predominantly employ a per-registered-user pricing model, with incremental fees above certain contractual client minimum commitments for each licensed solution.
We remain committed to investing in our platform, notably through our research and development spend, which was 33.9% of our revenues for the year ended December 31, 2022. Our future success will depend on our continued leadership in innovation.
We remain committed to investing in our platform, notably through our research and development spend, which was 32.0% of our revenues for the year ended December 31, 2023. Our future success will depend on our continued leadership in innovation.
The increase in cost of revenues was primarily driven by a $9.4 million increase in personnel-related costs (which includes stock-based compensation of $2.2 million) resulting from headcount increases supporting our growth in the following teams: client implementation, site reliability engineering and client support, as well as $9.1 million in higher costs of our third-party partners where we resell their solutions as part of the digital platform, $2.3 million in incremental hosting costs incurred from an increase in revenues derived from existing and new client growth, and $0.3 million in higher computer hardware and software costs.
The increase in cost of revenues was primarily driven by a $5.7 million increase in personnel-related costs (which includes stock-based compensation of $1.1 million) resulting from headcount increases supporting our growth in the following teams: client implementation, site reliability engineering and client support, as well as $13.0 million in higher costs of our third-party partners where we resell their solutions as part of the digital platform, $3.9 million in incremental hosting costs incurred from an increase in revenues derived from existing and new client growth, $1.4 million of higher amortization of intangibles, primarily related to the acquisition of Segmint in April 2022, $0.1 million in higher computer hardware and software costs, and higher miscellaneous other costs of $0.7 million.
SaaS subscription revenues, as further described below, represented 95.2%, 94.4%, and 93.7% of total revenues for the years ended December 31, 2022, 2021, and 2020, respectively.
SaaS subscription revenues, as further described below, represented 95.3%, 95.2%, and 94.4% of total revenues for the years ended December 31, 2023, 2022, and 2021, respectively.
Our effective tax rate differs from the statutory tax rate primarily due to the impact of the valuation allowance against the Company’s deferred tax assets. Liquidity and Capital Resources As of December 31, 2022, we had $196.4 million in cash and cash equivalents and marketable securities, and an accumulated deficit of $372.5 million.
Our effective tax rate differs from the statutory tax rate primarily due to the impact of the valuation allowance against the Company’s deferred tax assets. Liquidity and Capital Resources As of December 31, 2023, we had $92.1 million in cash and cash equivalents and marketable securities, and an accumulated deficit of $435.4 million.
The major components of cost of revenues represented the following percentages of revenues for the year ended December 31, 2022: third-party hosting services (7.8%), the direct costs of bill-pay and other third-party intellectual property included in our solutions (16.3%), our implementation team (10.3%), our client success team (4.5%) our development team responsible for maintaining and releasing updates to our platform (3.6%), stock-based compensation (2.1%), amortization of intangible assets (1.9%), and other expenses (0.3%).
The major components of cost of revenues represented the following percentages of revenues for the year ended December 31, 2022: third-party hosting services (7.8%), the direct costs of bill-pay and other third-party intellectual property included in our solutions (16.3%), our implementation and client support teams (14.8%), our development team responsible for maintaining and releasing updates to our platform (3.6%), stock-based compensation (2.1%), amortization (2.2%), and depreciation (0.1%).
Net Cash Provided by Financing Activities For the year ended December 31, 2022, net cash provided by financing activities was $61.2 million, which was primarily due to proceeds of $85.0 million from issuance of long-term debt, proceeds of $2.4 million from the exercise of stock options to purchase 1.1 million shares of our common stock, and proceeds from issuances under the Employee Stock Purchase Plan (“ESPP”) of $2.9 million, partially offset by $24.7 million of principal payments on debt, payments for taxes related to net settlement of equity awards of $2.7 million, payment of acquisition related holdback of $1.0 million and debt issuance costs paid of $0.8 million.
Net Cash (Used in) Provided by Financing Activities For the year ended December 31, 2023, net cash used in financing activities was $87.8 million, which was primarily due to $85.0 million of principal payments on term debt, payments for taxes related to net settlement of equity awards of $16.0 million, payment of acquisition related holdback of $3.6 million and debt issuance costs paid of $0.3 million, partially offset by proceeds of $13.0 million from the exercise of stock options to purchase 2.2 million shares of our common stock and proceeds from issuances under the Employee Stock Purchase Plan (“ESPP”) of $4.1 million.
Principal payments on the Amended Term Loan are due in quarterly installments equal to an initial amount of approximately $1.1 million, beginning on June 30, 2023 and continuing through March 31, 2024, and increasing to approximately $2.1 million, beginning on June 30, 2024 through the Amended Credit Agreement maturity date.
Principal payments on the Term Loan are due in quarterly installments equal to an initial amount of approximately $1.1 million, beginning on June 30, 2023 and continuing through March 31, 2024, and increasing to approximately $2.1 million beginning on June 30, 2024 through the Amended Credit Agreement maturity date. Once repaid or prepaid, the Term Loan may not be re-borrowed.
In the year ended December 31, 2022, these expenses were offset by the $15.5 million gain on contingent consideration related to the purchase of MK. (2) Adjusted EBITDA is a non-GAAP financial measure and should not be considered an alternative to GAAP net loss as a measure of operating performance or as a measure of liquidity.
These expenses are offset by the $15.5 million gain from contingent consideration related to the purchase of MK. (2) Adjusted EBITDA is a non-GAAP financial measure and should not be considered an alternative to GAAP net loss as a measure of operating performance or as a measure of liquidity.
The Amended Credit Agreement contains customary affirmative and negative covenants, as well as (i) an annual recurring revenue growth covenant requiring the loan parties to have recurring revenues in any four consecutive fiscal quarter period in an amount that is 10% greater than the recurring revenues for the corresponding four consecutive quarter period in the previous year and (ii) a liquidity (defined as the aggregate amount of cash in bank accounts subject to a control agreement plus availability under the Revolving Facility) covenant, requiring the loan parties to have liquidity, tested on the last day of each calendar month, of $15.0 million or more.
Before the Financial Covenant Trigger Date, the following covenants are applicable: (i) an annual recurring revenue growth covenant requiring the loan parties to have recurring revenues in any four consecutive fiscal quarter period in an amount that is 10% greater than the recurring revenues for the corresponding four consecutive quarter period in the previous year; and (ii) a liquidity (defined as the aggregate amount of cash in bank accounts subject to a control agreement plus availability under the Revolving Facility) covenant, requiring the loan parties to have liquidity, tested on the last day of each calendar month, of $20.0 million or more.
We define adjusted EBITDA as net loss before provision (benefit) for income taxes; loss on financial instruments; interest expense, net; depreciation and amortization; stock-based compensation expense; expenses related to tender offer; and acquisition-related expenses, net.
We define adjusted EBITDA as net loss before provision (benefit) for income taxes; (gain) loss on financial instruments; interest (income) expense, net; depreciation and amortization; stock-based compensation expense; acquisition-related expenses, net; and loss on extinguishment of debt.
Sales and marketing expenses consist primarily of personnel-related costs of our sales, marketing and a portion of account management employees, including salaries, bonuses, commissions, other incentive-related compensation, employee benefits and stock-based compensation.
Sales and Marketing. Sales and marketing expenses consist primarily of personnel-related costs of our sales, marketing, and our client success employees, including salaries, bonuses, commissions, other incentive-related compensation, employee benefits and stock-based compensation.
Recently Issued Accounting Pronouncements See Note 2 of the Notes to the Consolidated Financial Statements for a discussion of recent accounting pronouncements and future application of accounting standards. Emerging Growth Company Status We are an “emerging growth company,” as defined in the JOBS Act.
Recently Issued Accounting Pronouncements See Note 2 of the Notes to the Consolidated Financial Statements for a discussion of recent accounting pronouncements and future application of accounting standards. Emerging Growth Company Status We are an “emerging growth company” as defined in the Jumpstart Our Business Startups Act (the “JOBS Act”).
We had 14.5 million, 12.4 million, and 9.7 million registered users as of December 31, 2022, 2021, and 2020, respectively, representing an increase of 2.2 million registered users, or 17.7%, from 2021 to 2022 and an increase of 2.7 million registered users, or 27.8%, from 2020 to 2021. Revenue per Registered User (RPU).
We had 17.5 million, 14.5 million, and 12.4 million registered users as of December 31, 2023, 2022, and 2021, respectively, representing an increase of 3.0 million registered users, or 20.4%, from 2022 to 2023 and an increase of 2.2 million registered users, or 17.7%, from 2021 to 2022. Revenue per Registered User (RPU).
We primarily go to market through an internal sales force. Given the long-term nature of our Alkami Platform contracts, a typical sales cycle can range from approximately three to 12 months, with the subsequent implementation timeframe generally ranging from six to 12 months depending on the depth of integration.
Given the long-term nature of our Alkami Digital Banking Platform contracts, a typical sales cycle can range from approximately three to 12 months, with the subsequent implementation timeframe generally ranging from six to 12 months depending on the depth of integration.
The increase in revenues was primarily due to registered user growth of 2.2 million, comprised of 1.1 million in registered user growth from existing clients (net of attrition) and 1.1 million in registered users from new clients implemented through our digital banking platform (contractual minimums). In addition, increased revenues were due to RPU growth of 13.7%.
The increase in revenues was primarily due to registered user growth of 3.0 million, comprised of 1.5 million in registered user growth from existing clients and 1.5 million in registered users from new clients implemented through our digital banking platform (contractual minimums). In addition, increased revenues were due to RPU growth of 6.9%.
Provision (Benefit) for Income Taxes The Company recorded a benefit for income taxes of $0.5 million and a provision for income taxes of $0.2 million, resulting in an effective tax rate of 0.8% and (0.4)% for 2022 and 2021, respectively.
Provision (Benefit) for Income Taxes The Company recorded a provision for income taxes of less than $0.1 million and a benefit for income taxes of $0.5 million, resulting in an effective tax rate of (0.1)% and 0.8% for 2023 and 2022, respectively.
The net cash outflows from the change in our net operating assets and liabilities were primarily due to a $6.8 million increase in accounts payable and accrued liabilities and a net $0.8 million in other balance sheet changes, partially offset by a $6.3 million increase in accounts receivable, and a $4.7 million increase in deferred implementation costs.
The net cash outflows from the change in our net operating assets and liabilities were primarily due to an $7.7 million increase in deferred implementation costs and a $9.3 million increase in accounts receivable, partially offset by a $3.6 million increase in deferred revenues, $0.4 million decrease in prepaid expenses and other assets, and a $0.1 million increase in accounts payable and accrued liabilities.
The major components of cost of revenues represented the following percentages of revenues for the year ended December 31, 2021: third-party hosting services (8.6%), the direct costs of bill-pay and other third-party intellectual property included in our solutions (16.0%), our implementation team (9.4%), our client success team (5.2%), our development team responsible for maintaining and releasing updates to our platform (3.8%), stock-based compensation (1.3%), amortization of intangible assets (0.5%), and other expenses (0.2%).
The major components of cost of revenues represented the following percentages of revenues for the year ended December 31, 2023: third-party hosting services (7.5%), the direct costs of bill-pay and other third-party intellectual property included in our solutions (17.4%), our implementation and client support teams (12.7%), our development team responsible for maintaining and releasing updates to our platform (3.3%), stock-based compensation (2.1%), amortization (2.5%), and depreciation (0.1%).
Our gross margin for the years ended December 31, 2022, 2021, and 2020 was 53.0%, 55.1%, and 52.8%, respectively.
Our gross margin for the years ended December 31, 2023, 2022, and 2021 was 54.4%, 53.0%, and 55.1%, respectively.
The following disaggregates our revenues for the years ended December 31, 2022, 2021, and 2020 by major source: Year Ended December 31, 2022 2021 2020 (In thousands) SaaS subscription services $ 194,387 $ 143,575 $ 105,049 Implementation services 6,941 6,291 5,212 Other services 2,942 2,293 1,881 Total revenues $ 204,270 $ 152,159 $ 112,142 See Note 5 of the Notes to the Consolidated Financial Statements for additional detail.
The following disaggregates our revenues for the years ended December 31, 2023, 2022, and 2021 by major source: Year ended December 31, 2023 2022 2021 (in thousands) SaaS subscription services $ 252,348 $ 194,387 $ 143,575 Implementation services 8,488 6,941 6,291 Other services 3,995 2,942 2,293 Total revenues $ 264,831 $ 204,270 $ 152,159 See Note 5 of the Notes to the Consolidated Financial Statements for additional detail.
Such decisions include the selection of the appropriate accounting principles to be applied and the assumptions on which to base accounting estimates. In reaching such decisions, we apply judgments based on our understanding and analysis of relevant circumstances, historical experience, and actuarial valuations. Actual amounts could differ from those estimated at the time the consolidated financial statements are prepared.
In reaching such decisions, we apply judgments based on our understanding and analysis of relevant circumstances, historical experience, and actuarial valuations. Actual amounts could differ from those estimated at the time the consolidated financial statements are prepared.
Off-Balance Sheet Arrangements We did not have during the periods presented, and we do not currently have, any off-balance sheet financing arrangements or any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Amortization expense totaled $0.4 million for the year ended December 31, 2023 and $0.3 million for the year ended December 31, 2022. 41 Table of Contents Off-Balance Sheet Arrangements During the periods presented, we did not have, and we do not currently have, any off-balance sheet financing arrangements or any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
We incurred 32 Table of Contents net losses of $58.6 million, $46.8 million, and $51.4 million for the years ended December 31, 2022, 2021, and 2020, respectively, largely due to significant continued investment in sales, marketing, product development and post-sales client activities. Recent Developments Merger with Segmint .
We incurred 33 Table of Contents net losses of $62.9 million, $58.6 million, and $46.8 million for the years ended December 31, 2023, 2022, and 2021, respectively, largely due to significant continued investment in sales, marketing, product development and post-sales client activities. Recent Developments Banking and Regulatory Environment Developments.
For the years ended December 31, 2022, 2021, and 2020 our total revenues were $204.3 million, $152.2 million, and $112.1 million, respectively, representing a growth rate of 34.2% from 2021 to 2022 and 35.7% from 2020 to 2021.
For the years ended December 31, 2023, 2022, and 2021, our total revenues were $264.8 million, $204.3 million, and $152.2 million, respectively, representing a growth rate of 29.6% from 2022 to 2023 and 34.2% from 2021 to 2022.
ARR was $226.1 million, $169.0 million, and $128.0 million as of December 31, 2022, 2021, and 2020, respectively, representing an increase of $57.1 million, or 33.8%, from 2021 to 2022 and an increase of $41.0 million, or 32.0%, from 2020 to 2021. Registered Users.
ARR was $291.0 million, $226.1 million, and $169.0 million as of December 31, 2023, 2022, and 2021, respectively, representing an increase of $64.9 million, or 28.7%, from 2022 to 2023 and an increase of $57.1 million, or 33.8%, from 2021 to 2022. Registered Users.
The Alkami Platform offers an end-to-end set of software products. Our typical relationship with an FI begins with a set of core functional components, which can extend over time to include a rounded suite of products across account opening, card experience, client service, extensibility, financial wellness, security and fraud protection, marketing and analytics and money movement.
Our typical relationship with an FI begins with a set of core functional components, which can extend over time to include a rounded suite of products across account opening and loan origination, card experience, client service, extensibility, financial wellness, security and fraud protection, marketing and analytics and money movement. We primarily go to market through an internal sales force.
During the term of the contract, clients may purchase additional professional services to modify or enhance their licensed SaaS solutions. These services are distinct performance obligations recognized when control of the enhancement is transferred to the client.
During the term of the contract, clients may purchase additional professional services to modify or enhance their licensed SaaS solutions. These services are distinct performance obligations recognized when control of the enhancement is transferred to the client. 42 Table of Contents Business Combinations Our acquisitions are accounted for using the acquisition method of business combinations accounting.
Sales and Marketing Sales and marketing expenses increased $12.6 million, or 52.3%, for 2022 compared to 2021. The increase was primarily due to a $8.3 million increase in personnel-related costs (which includes stock-based compensation of $2.6 million) resulting from headcount growth in our sales and marketing teams.
The increase was primarily due to a $9.7 million increase in personnel-related costs (which includes stock-based compensation of $3.2 million) resulting from headcount growth in our sales and marketing teams.
The average RPU of users from new clients implemented on our digital platform in the last year of $18.04 as of December 31, 2022, is 16.0% higher 36 Table of Contents than the aggregate RPU as of December 31, 2022.
The average RPU of users from new clients implemented on our digital platform in the last year of $17.94 as of December 31, 2023, is 8.0% higher than the aggregate RPU as of December 31, 2023.
Within the next 12 months, the Company is obligated to pay principal of $3.2 million of this total debt. Refer to Note 8 of the Notes to the Consolidated Financial Statements for further details. Additionally, we have material future purchase commitments for services which are legally binding and that specify all significant terms including price and/or quantity.
Refer to Note 8 of the Notes to the Consolidated Financial Statements for further details. Additionally, we have material future purchase commitments for services which are legally binding and that specify all significant terms including price and/or quantity. Total future commitments for these obligations over the next five years is $37.4 million.
Once repaid or prepaid, the Amended Term Loan may not be re-borrowed. Borrowings under the Amended Credit Agreement bear interest at a variable rate based upon the Secured Overnight Financing Rate (“SOFR”) plus a margin of 3.00% to 3.50% per annum depending on the applicable recurring revenue leverage ratio.
Before the Financial Covenant Trigger Date, borrowings under the Amended Credit Agreement bear interest at a variable rate based upon the Secured Overnight Financing Rate (the “SOFR”) plus a margin of 3.00% to 3.50% per annum depending on the applicable recurring revenue leverage ratio.
Year Ended December 31, ($ In thousands, except share and per share amounts) 2022 2021 2020 Revenues $ 204,270 $ 152,159 $ 112,142 Cost of revenues (1) 95,946 68,352 52,986 Gross profit 108,324 83,807 59,156 Operating expenses (1) : Research and development 69,329 48,800 40,209 Sales and marketing 36,811 24,174 16,683 General and administrative 71,247 50,398 36,437 Acquisition-related expenses, net (12,529) 2,983 839 Amortization of acquired intangibles 1,155 368 91 Total operating expenses 166,013 126,723 94,259 Loss from operations (57,689) (42,916) (35,103) Non-operating income (expense): Interest income 2,696 487 55 Interest expense (3,868) (1,186) (489) Loss on financial instruments (200) (3,035) (15,818) Loss before income taxes (59,061) (46,650) (51,355) Provision (benefit) for income taxes (461) 172 — Net loss $ (58,600) $ (46,822) $ (51,355) (1) Includes stock-based compensation expenses as follows: Year Ended December 31, ($ in thousands) 2022 2021 2020 Cost of revenues $ 4,389 $ 1,973 $ 369 Research and development 11,398 2,915 417 Sales and marketing 4,042 1,028 147 General and administrative 24,763 8,619 1,021 Total stock-based compensation expenses $ 44,592 $ 14,535 $ 1,954 35 Table of Contents The following table presents our reconciliation of GAAP net loss to adjusted EBITDA for the periods indicated.
Year ended December 31, ($ in thousands, except share and per share amounts) 2023 2022 2021 Revenues $ 264,831 $ 204,270 $ 152,159 Cost of revenues (1) 120,720 95,946 68,352 Gross profit 144,111 108,324 83,807 Operating expenses (1) : Research and development 84,661 69,329 48,800 Sales and marketing 48,557 36,811 24,174 General and administrative 72,900 71,247 50,398 Acquisition-related expenses, net 263 (12,529) 2,983 Amortization of acquired intangibles 1,435 1,155 368 Total operating expenses 207,816 166,013 126,723 Loss from operations (63,705) (57,689) (42,916) Non-operating income (expense): Interest income 8,095 2,696 487 Interest expense (7,384) (3,850) (1,186) Gain (loss) on financial instruments 534 (200) (3,035) Loss on extinguishment of debt (409) (18) — Loss before income taxes (62,869) (59,061) (46,650) Provision (benefit) for income taxes 44 (461) 172 Net loss $ (62,913) $ (58,600) $ (46,822) (1) Includes stock-based compensation expenses as follows: 36 Table of Contents Year ended December 31, ($ in thousands) 2023 2022 2021 Cost of revenues $ 5,584 $ 4,389 $ 1,973 Research and development 15,995 11,398 2,915 Sales and marketing 7,220 4,042 1,028 General and administrative 22,432 24,763 8,619 Total stock-based compensation expenses $ 51,231 $ 44,592 $ 14,535 The following table presents our reconciliation of GAAP net loss to adjusted EBITDA for the periods indicated.
Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support client usage and growth in our client base, increased research and development expenses to support the growth of our business and related infrastructure, increased general and administrative expenses associated with being a publicly traded company, investments in office facilities and other capital expenditure requirements and any potential future acquisitions or other strategic transactions.
With the proceeds from our IPO, the Company paid in full accumulated dividends on our previously outstanding shares of Series B redeemable convertible preferred stock, which totaled approximately $5.0 million. 39 Table of Contents Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support client usage and growth in our client base, increased research and development expenses to support the growth of our business and related infrastructure, increased general and administrative expenses associated with being a publicly traded company, investments in office facilities and other capital expenditure requirements and any potential future acquisitions or other strategic transactions.
During the year ended December 31, 2021, net cash used in operating activities was $29.0 million, which consisted of a net loss of $46.8 million, adjusted by non-cash charges of $21.1 million and net cash outflows from the change in net operating assets and liabilities of $3.3 million.
During the year ended December 31, 2022, net cash used in operating activities was $38.0 million, which consisted of a net loss of $58.6 million, adjusted by non-cash charges of $36.5 million and net cash outflows from the change in net operating assets and liabilities of $15.9 million.
Unamortized debt issuance costs totaled $0.7 million, $0.1 million, and $0.1 million as of December 31, 2022, 2021, and 2020, respectively. Amortization expense totaled $0.3 million for the year ended December 31, 2022 and $0.2 million for the year ended December 31, 2021.
Unamortized debt issuance costs totaled $0.3 million, $0.7 million, and $0.1 million as of December 31, 2023, 2022, and 2021, respectively.
Obligations under the Amended Credit Agreement are guaranteed by our subsidiaries and secured by all or substantially all of our assets and our subsidiaries’ assets pursuant to an Amended and Restated Guarantee and Collateral Agreement executed contemporaneously with the Amended Credit Agreement.
Obligations under the Amended Credit Agreement are guaranteed by the Company’s subsidiaries and secured by all or substantially all of the assets of the Company and its subsidiaries pursuant to an Amended and Restated Guarantee and Collateral Agreement. The Amended Credit Agreement contains customary affirmative and negative covenants.
Year ended December 31, ($ in thousands) 2022 2021 2020 Net loss $ (58,600) $ (46,822) $ (51,355) Provision (benefit) for income taxes (461) 172 — Loss on financial instruments 200 3,035 15,818 Interest expense, net 1,172 699 434 Depreciation and amortization 8,075 3,443 2,775 Stock-based compensation expense 44,592 14,535 1,954 Expenses related to tender offer — — 6,091 Acquisition-related expenses, net (1) (12,529) 2,983 839 Adjusted EBITDA (2) $ (17,551) $ (21,955) $ (23,444) (1) Acquisition-related expenses, net, includes the accrual of deferred compensation due to the former owner of ACH Alert, in addition to acquisition-related expenses associated with the acquisitions of MK and Segmint, primarily related to legal, consulting, and professional fees.
Year ended December 31, ($ in thousands) 2023 2022 2021 Net loss $ (62,913) $ (58,600) $ (46,822) Provision (benefit) for income taxes 44 (461) 172 (Gain) loss on financial instruments (534) 200 3,035 Interest (income) expense, net (711) 1,154 699 Depreciation and amortization 10,631 8,075 3,443 Stock-based compensation expense 51,231 44,592 14,535 Acquisition-related expenses, net (1) 263 (12,529) 2,983 Loss on extinguishment of debt 409 18 — Adjusted EBITDA (2) $ (1,580) $ (17,551) $ (21,955) (1) Acquisition-related expenses, net, for the year ended December 31, 2023 includes expenses associated with the acquisition of Segmint, primarily related to legal, consulting, and professional fees.
The difference in the effective tax rate for the year ended December 31, 2022 as compared to 2021 is primarily the result of a lower valuation allowance recorded in the current year due to utilization of net operating losses, the impact of tax expense (benefits) related to stock-based compensation recorded in each of the respective periods, and state income taxes.
The difference in the effective tax rate for the year ended December 31, 2023 as compared to 2022 is primarily the result of deferred tax expense related to the net operating loss carryforwards subject to Section 382 limitation and the impact of tax expense (benefits) related to stock-based compensation recorded in each of the respective periods.
Implementation and integration of the digital banking platform is complex, and we have determined that the one-time, upfront services are not distinct.
Clients are typically charged a one-time, upfront implementation fee and recurring annual and monthly access fees for the use of our digital banking solution. Implementation and integration of the digital banking platform is complex, and we have determined that the one-time, upfront services are not distinct.
Cost of Revenues and Gross Margin Year ended December 31, Change ($ in thousands) 2022 2021 $ % Cost of revenues $ 95,946 $ 68,352 $ 27,594 40.4 % Percentage of revenues 47.0 % 44.9 % 2.1 % 4.7 % Cost of Revenues Cost of revenues increased $27.6 million, or 40.4%, for 2022 compared to 2021, generating a gross margin of 53.0% for 2022 compared to a gross margin of 55.1% for 2021.
Cost of Revenues and Gross Margin Year ended December 31, Change ($ in thousands) 2023 2022 $ % Cost of revenues $ 120,720 $ 95,946 $ 24,774 25.8 % Percentage of revenues 45.6 % 47.0 % (1.4) % (3.0) % Cost of Revenues Cost of revenues increased $24.8 million, or 25.8%, for 2023 compared to 2022, generating a gross margin of 54.4% for 2023 compared to a gross margin of 53.0% for 2022.
Our most critical accounting estimates include the following: 40 Table of Contents Revenue Recognition We derive the majority of our revenues from SaaS subscription services charged for the use of our digital banking solutions.
Our most critical accounting estimates include the following: Revenue Recognition We derive the majority of our revenues from SaaS subscription services charged for the use of our digital banking solutions. SaaS subscription services are generally recognized as revenues over the term of the contract as a series of distinct SaaS services bundled into a single performance obligation.
General and Administrative General and administrative expenses increased $20.8 million, or 41.4%, for 2022 compared to 2021, the increase in general and administrative expenses was primarily due to a $16.6 million increase in personnel-related and other costs (which includes stock-based compensation of $16.1 million).
General and Administrative General and administrative expenses increased $1.7 million, or 2.3%, for 2023 compared to 2022, the increase was primarily due to a $1.9 million increase in personnel-costs (which includes lower stock-based compensation of $2.3 million) resulting from headcount growth, and higher software costs of $1.1 million.
The Amended Credit Agreement includes the following, among other features: • Revolving Facility: The Amended Credit Agreement provides $40.0 million in aggregate commitments for secured revolving loans (“Amended Revolving Facility”) and there were no outstanding borrowing as of December 31, 2022. • Term Loan: A term loan of $85.0 million (the “Amended Term Loan”) was borrowed on the closing date of the Amended Credit Agreement.
The Amended Credit Agreement, inclusive of changes established by the First Amendment, includes the following, among other features: • Revolving Facility: The Amended Credit Agreement provides $60.0 million in aggregate commitments for secured revolving loans (“Revolving Facility”), of which there were no outstanding borrowings as of December 31, 2023. • Term Loan: A term loan of $85.0 million (the “Term Loan”) was borrowed on April 29, 2022, the proceeds of which were used to replenish cash used to fund the acquisition of Segmint, which closed on April 25, 2022.
Operating Expenses Year ended December 31, Change ($ in thousands) 2022 2021 $ % Research and development $ 69,329 $ 48,800 $ 20,529 42.1 % Sales and marketing 36,811 24,174 12,637 52.3 % General and administrative 71,247 50,398 20,849 41.4 % Acquisition-related expenses, net (12,529) 2,983 (15,512) (520.0) % Amortization of acquired intangibles 1,155 368 787 213.9 % Total operating expenses $ 166,013 $ 126,723 $ 39,290 31.0 % Percentage of revenues 81.3 % 83.3 % Research and Development Research and development expenses increased $20.5 million, or 42.1%, for 2022 compared to 2021, primarily due to a $15.4 million increase in personnel-related costs (which includes stock-based compensation of $6.6 million) resulting from headcount growth, information technology and product teams dedicated to platform enhancements and innovation, as well as $0.1 million in higher consulting costs, $0.6 million in higher hosting costs, and $5.0 million of additional costs related to the Segmint acquisition (which includes stock-based compensation of $1.9 million).
Operating Expenses Year ended December 31, Change ($ in thousands) 2023 2022 $ % Research and development $ 84,661 $ 69,329 $ 15,332 22.1 % Sales and marketing 48,557 36,811 11,746 31.9 % General and administrative 72,900 71,247 1,653 2.3 % Acquisition-related expenses, net 263 (12,529) 12,792 (102.1) % Amortization of acquired intangibles 1,435 1,155 280 24.2 % Total operating expenses $ 207,816 $ 166,013 $ 41,803 25.2 % Percentage of revenues 78.5 % 81.3 % Research and Development Research and development expenses increased $15.3 million, or 22.1%, for 2023 compared to 2022, primarily due to a $15.7 million increase in personnel-related costs (which includes stock-based compensation of $4.6 million) resulting from headcount growth, $1.7 million in higher hosting costs, and higher miscellaneous other costs of $0.2 million.
Contractual Obligations and Commitments The Company believes it has sufficient liquidity to fund its operations and meet its short-term and long-term obligations. The Company's material future obligations include the contractual and purchase commitments described below. The Company has a contractual commitment to repay its long-term debt of $85.0 million based on the defined terms of our Amended Credit Agreement.
Contractual Obligations and Commitments The Company believes it has sufficient liquidity to fund its operations and meet its short-term and long-term obligations. The Company's material future obligations include the contractual and purchase commitments described below. On December 29, 2023, the Company paid the remaining outstanding principal balance of its term loan of $82.9 million.
Finally, we have operating leases for real estate and equipment that include future minimum payments with initial terms of one year or more. Total future operating lease payments at December 31, 2022 are $22.2 million. Within the next 12 months, operating lease payments are expected to be $3.8 million.
Of this amount, $23.8 million is due within the next 12 months. Refer to Note 13 of the Notes to the Consolidated Financial Statements for further details. Finally, we have operating leases for real estate and equipment that include future minimum payments with initial terms of one year or more.
The following table presents our selected consolidated statements of operations data for the years ended December 31, 2022, 2021, and 2020.
Results of Operations The results of operations presented below should be reviewed in conjunction with the consolidated financial statements and notes included elsewhere in this filing. The following table presents our selected consolidated statements of operations data for the years ended December 31, 2023, 2022, and 2021.
Total interest expense, including commitment fees and unused line fees, for the years ended December 31, 2022, 2021, and 2020, was $3.9 million, $1.2 million, and $0.5 million, respectively. In conjunction with closing the Amended Credit Agreement in 2022, we incurred issuance costs of $0.8 million, which were deferred and were scheduled to be amortized over the three-year term.
In conjunction with closing the Amended Credit Agreement in 2022 and the First Amendment in 2023, we incurred issuance costs of $0.8 million and $0.3 million, respectively, which were deferred and were scheduled to be amortized over the remaining term of the agreement.
During the year ended December 31, 2021, net cash used in investing activities was $22.0 million, primarily consisting of $18.0 million for the purchase of MK, $0.3 million related to the finalization of working capital adjustments on our acquisition of ACH Alert, $2.6 million related to capitalized software development costs, and capital expenditures related to updates for computer and other equipment of $1.1 million.
Net Cash Provided by (Used in) Investing Activities During the year ended December 31, 2023, net cash provided by investing activities was $33.9 million, primarily consisting of $181.0 million in proceeds from sales, maturities and redemptions of marketable securities, partially offset by $140.8 million for the purchase of marketable securities, $5.2 million related to capitalized software development costs, and capital expenditures related to updates for computer and other equipment of $1.1 million.
Any equity financing we may undertake could be dilutive to our existing stockholders, and any additional debt financing we may undertake could require debt service and financial and operational requirements that could adversely affect our business. 38 Table of Contents Cash Flows The following table summarizes our cash flows for the periods indicated: Year ended December 31, (in thousands) 2022 2021 Net cash used in operating activities $ (37,788) $ (28,959) Net cash used in investing activities (224,008) (22,023) Net cash provided by financing activities 61,179 192,273 Net Cash Used in Operating Activities During the year ended December 31, 2022, net cash used in operating activities was $37.8 million, which consisted of a net loss of $58.6 million, adjusted by non-cash charges of $37.3 million and net cash outflows from the change in net operating assets and liabilities of $16.5 million.
Cash Flows The following table summarizes our cash flows for the periods indicated: Year ended December 31, (in thousands) 2023 2022 Net cash used in operating activities $ (17,502) $ (38,045) Net cash provided by (used in) investing activities $ 33,911 $ (223,751) Net cash (used in) provided by financing activities $ (87,819) $ 61,179 Net Cash Used in Operating Activities During the year ended December 31, 2023, net cash used in operating activities was $17.5 million, which consisted of a net loss of $62.9 million, adjusted by non-cash charges of $58.2 million and net cash outflows from the change in net operating assets and liabilities of $12.8 million.
In addition, we incurred $2.7 million of additional costs related to the Segmint acquisition (which includes stock-based compensation of $0.4 million), $0.5 million in higher consulting costs, $0.4 million in higher travel costs, and $1.0 million in higher costs related to industry conferences and trade shows, as we return to pre-COVID-19 pandemic sales activities, such as our in-person client conference, Co:Lab.
In addition, we incurred $0.9 million in higher costs related to industry conferences and trade shows, including enhanced client experiences at our in-person client conference, Co:lab, $0.6 million higher travel costs for the sales team, and higher miscellaneous other costs of $0.5 million.