Biggest changeAdditionally, because certain components of Committed Backlog and all of Renewal Backlog estimates are operating metrics, the estimates are not required to be subject to the same level of internal review or controls as contracted but not recognized Committed Backlog. 28 Table of Contents Results of Operations The following tables present the consolidated statements of operations, as well as the percentage relationship to total revenues of items included in our consolidated statements of operations (in thousands): Year Ended December 31, 2022 Compared to Year Ended December 31, 2021 2022 2021 Amount % of Total Revenue $ Change vs 2021 % Change vs 2021 Amount % of Total Revenue Revenues: Software as a service and platform as a service $ 802,880 57 % $ 28,538 4 % $ 774,342 57 % License 348,134 24 % 28,267 9 % 319,867 23 % Maintenance 200,045 14 % (10,454) (5) % 210,499 15 % Services 70,842 5 % 4,952 8 % 65,890 5 % Total revenues 1,421,901 100 % 51,303 4 % 1,370,598 100 % Operating expenses: Cost of revenue 696,071 49 % 57,200 9 % 638,871 47 % Research and development 146,311 10 % 2,001 1 % 144,310 11 % Selling and marketing 134,812 9 % 8,273 7 % 126,539 9 % General and administrative 114,194 8 % (9,607) (8) % 123,801 9 % Depreciation and amortization 126,678 9 % (502) — % 127,180 9 % Total operating expenses 1,218,066 85 % 57,365 5 % 1,160,701 85 % Operating income 203,835 15 % (6,062) (3) % 209,897 15 % Other income (expense): Interest expense (53,193) (4) % (8,133) 18 % (45,060) (3) % Interest income 12,547 1 % 1,025 9 % 11,522 1 % Other, net 43,446 3 % 44,740 (3,457) % (1,294) — % Total other income (expense) 2,800 — % 37,632 (108) % (34,832) (2) % Income before income taxes 206,635 15 % 31,570 18 % 175,065 13 % Income tax expense 64,458 5 % 17,184 36 % 47,274 3 % Net income $ 142,177 10 % $ 14,386 11 % $ 127,791 10 % Revenues Total revenue for the year ended December 31, 2022, increased $51.3 million, or 4%, as compared to the same period in 2021. • The divestiture resulted in a $17.6 million decrease in total revenue for the year ended December 31, 2022. • The impact of certain foreign currencies weakening against the U.S. dollar resulted in a $19.1 million decrease in total revenue during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture and foreign currency, total revenue for the year ended December 31, 2022, increased $88.0 million, or 7%, as compared to the same period in 2021. 29 Table of Contents Software as a Service (“SaaS”) and Platform as a Service (“PaaS”) Revenue The Company’s SaaS arrangements allow customers to use certain software solutions (without taking possession of the software) in a single-tenant cloud environment on a subscription basis.
Biggest changeAdditionally, because certain components of Committed Backlog and all of Renewal Backlog estimates are operating metrics, the estimates are not required to be subject to the same level of internal review or controls as contracted but not recognized Committed Backlog. 29 Table of Contents Results of Operations The following tables present the consolidated statements of operations, as well as the percentage relationship to total revenues of items included in our consolidated statements of operations (in thousands): Year Ended December 31, 2023 Compared to Year Ended December 31, 2022 2023 2022 Amount % of Total Revenue $ Change vs 2022 % Change vs 2022 Amount % of Total Revenue Revenues: Software as a service and platform as a service $ 849,147 59 % $ 46,267 6 % $ 802,880 57 % License 321,224 22 % (26,910) (8) % 348,134 24 % Maintenance 205,068 14 % 5,023 3 % 200,045 14 % Services 77,140 5 % 6,298 9 % 70,842 5 % Total revenues 1,452,579 100 % 30,678 2 % 1,421,901 100 % Operating expenses: Cost of revenue 719,211 50 % 23,140 3 % 696,071 49 % Research and development 140,758 10 % (5,553) (4) % 146,311 10 % Selling and marketing 132,639 9 % (2,173) (2) % 134,812 9 % General and administrative 117,190 8 % 2,996 3 % 114,194 8 % Depreciation and amortization 122,373 8 % (4,305) (3) % 126,678 9 % Total operating expenses 1,232,171 85 % 14,105 1 % 1,218,066 85 % Operating income 220,408 15 % 16,573 8 % 203,835 15 % Other income (expense): Interest expense (78,486) (5) % (25,293) 48 % (53,193) (4) % Interest income 14,215 1 % 1,668 13 % 12,547 1 % Other, net (8,510) (1) % (51,956) (120) % 43,446 3 % Total other income (expense) (72,781) (5) % (75,581) (2,699) % 2,800 — % Income before income taxes 147,627 10 % (59,008) (29) % 206,635 15 % Income tax expense 26,118 2 % (38,340) (59) % 64,458 5 % Net income $ 121,509 8 % $ (20,668) (15) % $ 142,177 10 % Revenues Total revenue for the year ended December 31, 2023, increased $30.7 million, or 2%, as compared to the same period in 2022. • The divestiture resulted in a $32.0 million decrease in total revenue for the year ended December 31, 2023. • The impact of certain foreign currencies weakening against the U.S. dollar resulted in a $2.4 million decrease in total revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture and foreign currency, total revenue for the year ended December 31, 2023, increased $65.1 million, or 5%, as compared to the same period in 2022. 30 Table of Contents Software as a Service (“SaaS”) and Platform as a Service (“PaaS”) Revenue The Company’s SaaS arrangements allow customers to use certain software solutions (without taking possession of the software) in a single-tenant cloud environment on a subscription basis.
The TSA is meant to reimburse the Company for direct costs in order to provide such functions, which are no longer generating revenue for the Company. 26 Table of Contents Backlog Backlog is comprised of: • Committed Backlog, which includes (1) contracted revenue that will be recognized in future periods (contracted but not recognized) from software license fees, maintenance fees, service fees, and SaaS and PaaS fees specified in executed contracts (including estimates of variable consideration if required under ASC 606) and included in the transaction price for those contracts, which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods and (2) estimated future revenues from software license fees, maintenance fees, services fees, and SaaS and PaaS fees specified in executed contracts. • Renewal Backlog, which includes estimated future revenues from assumed contract renewals to the extent we believe recognition of the related revenue will occur within the corresponding backlog period.
The TSA is meant to reimburse the Company for direct costs in order to provide such functions, which are no longer generating revenue for the Company. 27 Table of Contents Backlog Backlog is comprised of: • Committed Backlog, which includes (1) contracted revenue that will be recognized in future periods (contracted but not recognized) from software license fees, maintenance fees, service fees, and SaaS and PaaS fees specified in executed contracts (including estimates of variable consideration if required under ASC 606) and included in the transaction price for those contracts, which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods and (2) estimated future revenues from software license fees, maintenance fees, services fees, and SaaS and PaaS fees specified in executed contracts. • Renewal Backlog, which includes estimated future revenues from assumed contract renewals to the extent we believe recognition of the related revenue will occur within the corresponding backlog period.
The United States is driving real-time payments adoption through Zelle, TCH Real-Time Payments, and the planned FedNow service. We are seeing success with real-time payments in the Middle East as well, as they have started to renovate their payment systems from legacy payment types to the modern digital and real-time world.
The United States is driving real-time payments adoption through Zelle, TCH Real-Time Payments, and the FedNow service. We are seeing success with real-time payments in the Middle East as well, as they have started to renovate their payment systems from legacy payment types to the modern digital and real-time world.
If determined to be significant, the financing component is calculated using a rate that discounts the license fees to the cash selling price. 37 Table of Contents Our SaaS-based and PaaS-based arrangements represent a single promise to provide continuous access to our software solutions and their processing capabilities in the form of a service through one of our data centers.
If determined to be significant, the financing component is calculated using a rate that discounts the license fees to the cash selling price. 39 Table of Contents Our SaaS-based and PaaS-based arrangements represent a single promise to provide continuous access to our software solutions and their processing capabilities in the form of a service through one of our data centers.
Within the biller segment, ACI provides electronic bill presentment and payment (“EBPP”) services to companies operating in the consumer finance, insurance, healthcare, higher education, utility, government, and mortgage categories. The solutions enable these customers to support a wide range of payment options and provide a convenient consumer payments experience that drives consumer loyalty and increases revenue.
Within the billers segment, ACI provides electronic bill presentment and payment (“EBPP”) services to companies operating in the consumer finance, insurance, healthcare, higher education, utility, government, and mortgage categories. The solutions enable these customers to support a wide range of payment options and provide a convenient consumer payments experience that drives consumer loyalty and increases revenue.
ACI has recognized the industry's technical inflection point in the transition from traditional on-premise infrastructure to the public cloud, and we are supporting our customers' cloud strategies. Public and private cloud technology innovations allow the financial services ecosystem to accelerate innovation and ensure scalability and resiliency while improving operating economics over time.
ACI has recognized the industry's technical inflection point in the transition from traditional on-premises infrastructure to the public cloud, and we are supporting our customers' cloud strategies. Public and private cloud technology innovations allow the financial services ecosystem to accelerate innovation and ensure scalability and resiliency while improving operating economics over time.
Regulators are beginning to litigate between consumers and financial institutions on the losses, and between emitting and receiving banks on the accountability for reimbursement. Banks and intermediaries, merchants, and billers are pursuing solutions to mitigate their risks while improving their customer experience, protecting their margins, and securing their revenue streams, especially with their new products and offerings.
Regulators are beginning to litigate between consumers and financial institutions on the losses, and between remitting and receiving banks on the accountability for reimbursement. Banks and intermediaries, merchants, and billers are pursuing solutions to mitigate their risks while improving their customer experience, protecting their margins, and securing their revenue streams, especially with their new products and offerings.
See Note 7, Common Stock and Treasury Stock , to our Notes to Consolidated Financial Statements in Part IV, Item 15 of this Form 10-K for additional information. Cash Flows The following table sets forth summary cash flow data for the periods indicated (in thousands).
See Note 7, Common Stock and Treasury Stock , to our Notes to Consolidated Financial Statements in Part IV, Item 15 of this Form 10-K for additional information. 37 Table of Contents Cash Flows The following table sets forth summary cash flow data for the periods indicated (in thousands).
Prior Year Results For discussion of 2021 compared to 2020, see Liquidity and Capital Resources in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2021. 36 Table of Contents Contractual Obligations Our largest contractual obligations as of December 31, 2022, include the following: • principal payments related to our Credit Agreement that are included in our consolidated balance sheet and the related periodic interest payments; • semi-annual interest payments on our 2026 Notes and the ultimate principal payment that is included in our consolidated balance sheet; • scheduled payments related to liabilities for certain multi-year license agreements for internal-use software that are included in our consolidated balance sheet; • operating lease obligations that are included in our consolidated balance sheet; and • other contractual commitments associated with agreements that are enforceable and legally binding.
Prior Year Results For discussion of 2022 compared to 2021, see Liquidity and Capital Resources in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2022. 38 Table of Contents Contractual Obligations Our largest contractual obligations as of December 31, 2023, include the following: • principal payments related to our Credit Agreement that are included in our consolidated balance sheet and the related periodic interest payments; • semi-annual interest payments on our 2026 Notes and the ultimate principal payment that is included in our consolidated balance sheet; • scheduled payments related to liabilities for certain multi-year license agreements for internal-use software that are included in our consolidated balance sheet; • operating lease obligations that are included in our consolidated balance sheet; and • other contractual commitments associated with agreements that are enforceable and legally binding.
Use of a discounted cash flow valuation model is common practice in impairment testing in the absence of available transactional market evidence to determine the fair value. 38 Table of Contents The key assumptions used in the discounted cash flow valuation model include discount rates, growth rates, cash flow projections, and terminal value rates.
Use of a discounted cash flow valuation model is common practice in impairment testing in the absence of available transactional market evidence to determine the fair value. 40 Table of Contents The key assumptions used in the discounted cash flow valuation model include discount rates, growth rates, cash flow projections, and terminal value rates.
As of December 31, 2022, only the earnings in our Indian foreign subsidiaries are indefinitely reinvested. The earnings of all other foreign entities are no longer indefinitely reinvested. We are also permanently reinvested for outside book/tax basis differences related to foreign subsidiaries.
As of December 31, 2023, only the earnings in our Indian foreign subsidiaries are indefinitely reinvested. The earnings of all other foreign entities are no longer indefinitely reinvested. We are also permanently reinvested for outside book/tax basis differences related to foreign subsidiaries.
Segment Adjusted EBITDA is the measure reported to the CODM for purposes of making decisions on allocating resources and assessing the performance of our segments and, therefore, Segment Adjusted EBITDA is presented in conformity with ASC 280, Segment Reporting .
Segment Adjusted EBITDA is the measure reported to the CODM for purposes of making decisions on allocating resources and assessing the performance of the Company's segments and, therefore, Segment Adjusted EBITDA is presented in conformity with ASC 280, Segment Reporting .
Prior Year Results For discussion of 2021 compared to 2020, see Segment Results in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2021.
Prior Year Results For discussion of 2022 compared to 2021, see Segment Results in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2022.
Divestiture On September 1, 2022, we sold our corporate online banking solutions related assets and liabilities to One Equity Partners ("OEP") for $100.1 million, including a preliminary net working capital adjustment. The sale included employees and customer contracts as well as technology assets and intellectual property.
Divestiture On September 1, 2022, we sold our corporate online banking solutions related assets and liabilities to One Equity Partners ("OEP") for $100.0 million, and a net working capital adjustment. The sale included employees and customer contracts as well as technology assets and intellectual property.
We believe these needs will be satisfied using cash flow generated by our operations, cash and cash equivalents, and available borrowings under our revolving credit facility over the next 12 months and beyond. Cash and cash equivalents consist of highly liquid investments with original maturities of three months or less.
We believe these needs will be satisfied using cash flow generated by our operations, cash and cash equivalents, and available borrowings under our revolving credit facility over the next 12 months and beyond. 36 Table of Contents Cash and cash equivalents consist of highly liquid investments with original maturities of three months or less.
These outside basis differences could reverse through sales of the foreign subsidiaries, as well as various other events, none of which are considered probable as of December 31, 2022.
These outside basis differences could reverse through sales of the foreign subsidiaries, as well as various other events, none of which are considered probable as of December 31, 2023.
In the event a significant revision to renewal assumptions is determined to be necessary, prior periods will be adjusted for comparability purposes. 27 Table of Contents The following table sets forth our 60-month backlog estimate, by reportable segment, as of December 31, 2022; September 30, 2022; June 30, 2022; March 31, 2022; and December 31, 2021 (in millions).
In the event a significant revision to renewal assumptions is determined to be necessary, prior periods will be adjusted for comparability purposes. 28 Table of Contents The following table sets forth our 60-month backlog estimate, by reportable segment, as of December 31, 2023; September 30, 2023; June 30, 2023; March 31, 2023; and December 31, 2022 (in millions).
As the threat of scams becomes a greater concern for emitting and receiving institutions, consumers are challenged with increased friction to prevent account take-over and criminals successfully persuading consumers to push transactions themselves, inadvertently, to mule accounts they have full control of, created with 25 Table of Contents fake or synthetic identity, or simply "borrowed" with or without consent of the legit account holders.
As the threat of scams becomes a greater concern for remitting and receiving institutions, consumers are challenged with increased friction to prevent account take-over and criminals successfully persuading consumers to push transactions themselves, inadvertently, to mule accounts they have full control of, created with fake or synthetic identity, or simply "borrowed" with or without consent of the legit account holders.
Income Taxes The effective tax rates for the years ended December 31, 2022 and 2021, were approximately 31% and 27%, respectively. Our effective tax rates vary from our federal statutory rates due to operating in multiple foreign countries where we apply foreign tax laws and rates which differ from those we apply to the income generated from our domestic operations.
Income Taxes The effective tax rates for the years ended December 31, 2023 and 2022, were approximately 18% and 31%, respectively. Our effective tax rates vary from our federal statutory rates due to operating in multiple foreign countries where we apply foreign tax laws and rates which differ from those we apply to the income generated from our domestic operations.
COVID-19 further accelerated this growth as more people, governments, and businesses embraced digital payments - a change likely to continue. We leverage the growth in transaction volumes through the licensing of new systems to customers whose older systems cannot handle increased volume, through the sale of capacity upgrades to existing customers, and through the scalability of our platform-based solutions.
COVID-19 further accelerated this growth as more people, governments, and businesses embraced digital payments - a change that has continued. We leverage the growth in transaction volumes through the licensing of new systems to customers whose older systems cannot handle increased volume, through the sale of capacity upgrades to existing customers, and through the scalability of our platform-based solutions.
Interest income includes the portion of software license fees paid by customers under extended payment terms that is attributed to the significant financing component. Interest income for the year ended December 31, 2022, increased $1.0 million, or 9%, as compared to the same period in 2021. Other, net is primarily comprised of foreign currency transaction gains and losses.
Interest income includes the portion of software license fees paid by customers under extended payment terms that is attributed to the significant financing component. Interest income for the year ended December 31, 2023, increased $1.7 million, or 13%, as compared to the same period in 2022. Other, net is primarily comprised of foreign currency transaction gains and losses.
As banks and intermediaries, merchants, and billers seek to transition their systems to make use of cloud technology, our investments and partnerships, as demonstrated by our product enablement and initial optimization onto Microsoft Azure, enable us to leverage those cloud technology benefits today and for the future while preserving ACI's fundamental base of performance, resiliency, and scalability.
As banks and intermediaries, merchants, and billers seek to transition their systems to make use of cloud technology, our investments and partnerships, as demonstrated by our product enablement and initial optimization onto Microsoft Azure, enable us to leverage those cloud technology benefits today and for the future while preserving ACI's fundamental base of performance, resiliency, and scalability. 26 Table of Contents Payments intelligence. fraud, and compliance .
As of December 31, 2022 and 2021, our intangible assets, excluding goodwill, net of accumulated amortization, were $228.7 million and $283.0 million, respectively. The determination of the value of such intangible assets requires management to make estimates and assumptions that affect the consolidated financial statements.
As of December 31, 2023 and 2022, our intangible assets, excluding goodwill, net of accumulated amortization, were $195.6 million and $228.7 million, respectively. The determination of the value of such intangible assets requires management to make estimates and assumptions that affect the consolidated financial statements.
During the year ended December 31, 2022, other, net also included a $38.5 million gain from the divestiture. Other, net was $43.4 million of income and $1.3 million of expense for the years ended December 31, 2022 and 2021, respectively.
During the year ended December 31, 2022, other, net also included a $38.5 million gain from the divestiture. Other, net was $8.5 million of expense and $43.4 million of income for the years ended December 31, 2023 and 2022, respectively.
These assumptions may turn out to be inaccurate or wrong for reasons outside of management’s control. For example, our customers may attempt to renegotiate or terminate their contracts for many reasons, including mergers, changes in their financial condition, or general changes in economic conditions (e.g., economic declines resulting from COVID-19 ) in the customer’s industry or geographic location.
These assumptions may turn out to be inaccurate or wrong for reasons outside of management’s control. For example, our customers may attempt to renegotiate or terminate their contracts for many reasons, including mergers, changes in their financial condition, or general changes in economic conditions in the customer’s industry or geographic location.
Services revenue increased $5.0 million, or 8%, during the year ended December 31, 2022, as compared to the same period in 2021. • The divestiture resulted in a $3.5 million decrease in services revenue for the year ended December 31, 2022. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $1.6 million decrease in services revenue during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture and foreign currency, services revenue for the year ended December 31, 2022, increased $10.1 million, or 17%, as compared to the same period in 2021. • The increase was primarily driven by the timing and magnitude of project-related work during the year ended December 31, 2022, as compared to the same period in 2021.
Services revenue increased $6.3 million, or 9%, during the year ended December 31, 2023, as compared to the same period in 2022. • The divestiture resulted in a $6.4 million decrease in services revenue for the year ended December 31, 2023. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $0.8 million decrease in services revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture and foreign currency, services revenue for the year ended December 31, 2023, increased $13.5 million, or 21%, as compared to the same period in 2022. • The increase was primarily driven by the timing and magnitude of project-related work during the year ended December 31, 2023, as compared to the same period in 2022.
As of December 31, 2022, we had $125.0 million of cash and cash equivalents, of which $38.9 million was held by our foreign subsidiaries. If these funds were needed for our operations in the United States, we may potentially be required to accrue and pay foreign and U.S. state income taxes to repatriate these funds.
As of December 31, 2023, we had $164.2 million of cash and cash equivalents, of which $60.9 million was held by our foreign subsidiaries. If these funds were needed for our operations in the United States, we may potentially be required to accrue and pay foreign and U.S. state income taxes to repatriate these funds.
The Company and OEP have also entered into a Transition Services Agreement ("TSA"), whereby the Company will continue to perform certain functions on OEP's behalf during a migration period not expected to exceed 18 months.
The Company and OEP have also entered into a Transition Services Agreement ("TSA"), whereby the Company will continue to perform certain functions on OEP's behalf during a migration period.
Payments intelligence. fraud, and compliance . The accelerated adoption of real-time payments increases the urgency for industry-wide collaboration against fraud.
The accelerated adoption of real-time payments increases the urgency for industry-wide collaboration against fraud.
During the year ended December 31, 2022, we received net proceeds of $100.1 million from the divestiture. In addition, we used cash of $39.9 million to purchase software, property, and equipment, as compared to $45.4 million during the same period in 2021.
During the year ended December 31, 2023, we used cash of $37.8 million to purchase software, property, and equipment, as compared to $39.9 million during the same period in 2022. During the year ended December 31, 2022, we received net proceeds of $100.1 million from the divestiture.
Of the foreign jurisdictions in which we operate, our December 31, 2022, effective rate was most impacted by our operations in Ireland and our December 31, 2021, effective tax rate was most impacted by our operations in Colombia, Ireland and Singapore.
Of the foreign jurisdictions in which we operate, our December 31, 2023 effective rate was most impacted by our operations in Ireland and the United Kingdom and our December 31, 2022 effective tax rate was most impacted by our operations in Ireland.
Years Ended December 31, 2022 2021 Net cash provided by (used in): Operating activities $ 143,381 $ 220,473 Investing activities 60,246 (45,368) Financing activities (171,060) (256,878) Cash Flows from Operating Activities The primary source of operating cash flows is cash collections from our customers for purchase and renewal of licensed software products and various services including software and platform as a service, maintenance, and other professional services.
Years Ended December 31, 2023 2022 Net cash provided by (used in): Operating activities $ 168,517 $ 143,381 Investing activities (37,777) 60,246 Financing activities (111,552) (171,060) Cash Flows from Operating Activities The primary source of operating cash flows is cash collections from our customers for purchase and renewal of licensed software products and various services including software and platform as a service, maintenance, and other professional services.
Our primary uses of operating cash flows includes employee expenditures, taxes, interest payments, and leased facilities. Cash flows provided by operating activities were $77.1 million lower for the year ended December 31, 2022, compared to the same period in 2021, due to the timing of working capital.
Our primary uses of operating cash flows includes employee expenditures, taxes, interest payments, and leased facilities. Cash flows provided by operating activities were $25.1 million higher for the year ended December 31, 2023, compared to the same period in 2022.
R&D expense increased $2.0 million, or 1%, during the year ended December 31, 2022, as compared to the same period in 2021. • During the year ended December 31, 2022, there was a $0.6 million reduction in R&D expense related to the divestiture. • Total R&D expense for the year ended December 31, 2021 included $2.4 million of expense related to significant transactions and cost reduction strategies implemented during the period. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $3.5 million decrease in R&D expense during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture, significant transaction-related expenses, and foreign currency, R&D expense increased $8.4 million, or 6%, during the year ended December 31, 2022, as compared to the same period in 2021. • The increase was primarily due to higher professional fees and personnel and related expenses of $6.8 million and $1.6 million, respectively.
R&D expense decreased $5.6 million, or 4%, during the year ended December 31, 2023, as compared to the same period in 2022. • During the year ended December 31, 2023, there was a $1.3 million reduction in R&D expense related to the divestiture. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $1.0 million decrease in R&D expense during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture, significant transaction-related expenses, and foreign currency, R&D expense decreased $3.3 million, or 2%, during the year ended December 31, 2023, as compared to the same period in 2022. • The decrease was primarily due to lower professional fees of $5.8 million, partially offset by an increase in personnel and related expenses of $2.5 million.
Excluding the divestiture, Banks Segment Adjusted EBITDA increased $7.0 million for the year ended December 31, 2022, compared to the same period in 2021, primarily due to a $31.1 million increase in revenue, partially offset by a $24.2 million increase in cash operating expense.
Excluding the divestiture, Banks Segment Adjusted EBITDA decreased $1.6 million for the year ended December 31, 2023, compared to the same period in 2022, primarily due to a $11.2 million increase in cash operating expense, partially offset by a $9.6 million increase in revenue.
As of December 31, 2022 and 2021, our goodwill was $1.2 billion and $1.3 billion, respectively.
As of December 31, 2023 and 2022, our goodwill was $1.2 billion.
SaaS and PaaS revenue increased $28.5 million, or 4%, during the year ended December 31, 2022, as compared to the same period in 2021. • The divestiture resulted in a $10.6 million decrease in SaaS and PaaS revenue for the year ended December 31, 2022. • The impact of certain foreign currencies weakening against the U.S. dollar resulted in a $6.5 million decrease in SaaS and PaaS revenue during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture and foreign currency, SaaS and PaaS revenue for the year ended December 31, 2022, increased $45.6 million, or 6%, as compared to the same period in 2021. • The increase was primarily due to new customer go-lives and higher transaction volumes during the year ended December 31, 2022, as compared to the same period in 2021.
SaaS and PaaS revenue increased $46.3 million, or 6%, during the year ended December 31, 2023, as compared to the same period in 2022. • The divestiture resulted in a $18.1 million decrease in SaaS and PaaS revenue for the year ended December 31, 2023. • The impact of certain foreign currencies strengthening against the U.S. dollar resulted in a $0.6 million increase in SaaS and PaaS revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture and foreign currency, SaaS and PaaS revenue for the year ended December 31, 2023, increased $63.8 million, or 8%, as compared to the same period in 2022. • The increase was primarily due to higher transaction volumes during the year ended December 31, 2023, as compared to the same period in 2022, as well as new customer go-lives since December 31, 2022.
Depreciation and Amortization Depreciation and amortization decreased $0.5 million, during the year ended December 31, 2022, as compared to the same period in 2021. Other Income and Expense Interest expense for the year ended December 31, 2022, increased $8.1 million, or 18%, as compared to the same period in 2021, primarily due to higher interest rates.
Depreciation and Amortization Depreciation and amortization decreased $4.3 million, or 3%, during the year ended December 31, 2023, as compared to the same period in 2022. Other Income and Expense Interest expense for the year ended December 31, 2023, increased $25.3 million, or 48%, as compared to the same period in 2022, primarily due to higher interest rates.
Operating Expenses Total operating expenses for the year ended December 31, 2022, increased $57.4 million, or 5%, as compared to the same period in 2021. • During the year ended December 31, 2022, there was a $8.8 million reduction in operating expenses related to the divestiture. • Total operating expenses for the year ended December 31, 2022, included $5.8 million of European data center migration expenses, $3.0 million of divestiture transaction-related expenses, and $3.6 million of CEO transition expenses during the period.
Operating Expenses Total operating expenses for the year ended December 31, 2023, increased $14.1 million, or 1%, as compared to the same period in 2022. • During the year ended December 31, 2023, there was a $18.2 million reduction in operating expense related to the divestiture. • Total operating expenses for the year ended December 31, 2023, included $21.0 million for cost reduction strategies, $2.6 million of significant transaction-related expenses, $1.8 million for CEO transition, and $2.8 million of European data center migration expenses during the period.
The assumptions utilized in the Monte Carlo simulation models, as well as the description of the plans the stock-based awards are granted under are described in further detail in Note 6, Stock-Based Compensation Plans , to our Notes to Consolidated Financial Statements in Part IV, Item 15 of this Form 10-K. 39 Table of Contents Accounting for Income Taxes Accounting for income taxes requires significant judgments in the development of estimates used in income tax calculations.
The assumptions utilized in the Monte Carlo simulation models, as well as the description of the plans the stock-based awards are granted under are described in further detail in Note 6, Stock-Based Compensation Plans , to our Notes to Consolidated Financial Statements in Part IV, Item 15 of this Form 10-K.
We estimate the fair value of RSUs based upon the market price of our stock on the date of grant. We recognize compensation expense for RSUs on a straight-line basis over the requisite service period.
Under each arrangement, RSUs are issued without direct cost to the employee on the vesting date. We estimate the fair value of RSUs based upon the market price of our stock on the date of grant. We recognize compensation expense for RSUs on a straight-line basis over the requisite service period.
General and administrative expense decreased $9.6 million, or 8%, during the year ended December 31, 2022, as compared to the same period in 2021. • General and administrative expenses for the year ended December 31, 2022 included $5.8 million of European data center migration expenses, $3.0 million of divestiture transaction-related expenses, and $3.6 million of CEO transition expenses during the period.
General and administrative expense increased $3.0 million, or 3%, during the year ended December 31, 2023, as compared to the same period in 2022. • General and administrative expenses for the year ended December 31, 2023, included $21.0 million for cost reduction strategies, $2.6 million of significant transaction-related expenses, $1.8 million for CEO transition, and $2.8 million of European data center migration expenses during the period.
General and administrative expense for the year ended December 31, 2021 included $11.0 million of significant transaction-related expenses associated with cost reduction strategies implemented during the period. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $2.3 million decrease in general and administrative expense during the year ended December 31, 2022, as compared to the same period in 2021. 32 Table of Contents • Adjusted for the impact of significant transaction-related expenses and foreign currency, general and administrative expense decreased $8.7 million, or 8%, for the year ended December 31, 2022, as compared to the same period in 2021. • The decrease was primarily due to lower professional and other legal fees and personnel and other related expenses of $8.2 million and $0.5 million, respectively.
General and administrative expenses for the year ended December 31, 2022 included $5.8 million of European data center migration expenses, $3.0 million of divestiture transaction-related expenses, and $3.6 million of CEO transition expenses during the period. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $0.3 million decrease in general and administrative expense during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of significant transaction-related expenses and foreign currency, general and administrative expense decreased $12.5 million, or 12%, for the year ended December 31, 2023, as compared to the same period in 2022. • The decrease was primarily due to lower personnel and related expenses and professional and other legal fees of $7.6 million and $4.9 million, respectively.
For the year ended December 31, 2022, we recognized a gain of $38.5 million on the sale, which is recorded in other, net in the accompanying consolidated statements of operations. This gain is preliminary subject to finalization of post-closing adjustments pursuant to the definitive transaction agreement.
For the year ended December 31, 2022, we recognized a gain of $38.5 million on the sale, which is recorded in other, net in the accompanying consolidated statements of operations.
ACI provides payment solutions to large and mid-size banks globally for retail banking, real time, digital, and other payment services. These solutions transform banks’ complex payment environments to speed time to market, reduce costs, and deliver a consistent experience to customers across channels while enabling them to prevent and rapidly react to fraudulent activity.
These solutions transform banks’ complex payment environments to speed time to market, reduce costs, and deliver a consistent experience to customers across channels while enabling them to prevent and rapidly react to fraudulent activity.
Our current policy is to use our operating cash flow primarily for funding capital expenditures, lease payments, stock repurchases, and acquisitions. Cash Flows from Investing Activities The changes in cash flows from investing activities primarily relate to the timing of our purchases and investments in capital and other assets, including strategic acquisitions, that support our growth.
Cash Flows from Investing Activities The changes in cash flows from investing activities primarily relate to the timing of our purchases and investments in capital and other assets, including strategic acquisitions, that support our growth.
The CODM, together with other senior management personnel, focus their review on consolidated financial information and the allocation of resources based on operating results, including revenues and Segment Adjusted EBITDA, for each segment, separate from the corporate operations. No operating segments have been aggregated to form the reportable segments. Banks.
The Company’s Chief Executive Officer is also the chief operating decision maker ("CODM"). The CODM, together with other senior management personnel, focus their review on consolidated financial information and the allocation of resources based on operating results, including revenues and Segment Adjusted EBITDA, for each segment, separate from corporate operations.
Termination of the 2016 Incentive Plan did not affect any equity awards outstanding under the 2016 Incentive Plan or 2005 Incentive Plan. Total shareholder return awards (“TSRs”) are performance shares that are earned, if at all, based upon our total shareholder return as compared to a group of peer companies over a three-year performance period.
Termination of the 2016 Incentive Plan did not affect any equity awards outstanding under the 2016 Incentive Plan or 2005 Incentive Plan. Performance awards granted with a total shareholder return multiplier ("TSRs") are shares that are earned, if at all, based upon achievement of performance goals over a specified period.
Our solutions provide merchants with a secure, omni-channel payments platform that gives them independence from third-party payment providers. They also offer secure solutions to online-only merchants that provide consumers with a convenient and seamless way to shop. Billers.
These customers operate in a variety of verticals, including general merchandise, grocery, hospitality, dining, transportation, and others. The Company's solutions provide merchants with a secure, omni-channel payments platform that gives them independence from third-party payment providers. They also offer secure solutions to online-only merchants that provide consumers with a convenient and seamless way to shop. Billers.
The Company and ACI Payments, Inc., a wholly owned subsidiary, maintain a $75.0 million uncommitted overdraft facility with Bank of America, N.A. The overdraft facility acts as a secured loan under the terms of the Credit Agreement to provide an additional funding mechanism for timing differences that can occur in the bill payment settlement process.
The overdraft facility acts as a secured loan under the terms of the Credit Agreement to provide an additional funding mechanism for timing differences that can occur in the bill payment settlement process. As of December 31, 2023, the full $75.0 million was available.
Selling and marketing expense increased $8.3 million, or 7%, during the year ended December 31, 2022, as compared to the same period in 2021. • During the year ended December 31, 2022, there was a $0.2 million reduction in selling and marketing expense related to the divestiture. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $3.8 million decrease in selling and marketing expense during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture and foreign currency, selling and marketing expense increased $12.3 million, or 10%, for the year ended December 31, 2022, as compared to the same period in 2021. • The increase was primarily due to higher personnel and related expenses and travel and entertainment expenses of $12.8 million and $2.7 million, respectively, partially offset by lower advertising and professional fees of $3.2 million.
Cost of revenue increased $23.1 million, or 3%, during the year ended December 31, 2023, as compared to the same period in 2022. • During the year ended December 31, 2023, there was a $16.8 million reduction in cost of revenue related to the divestiture. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $2.0 million decrease in cost of revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture and foreign currency, cost of revenue increased $41.9 million, or 6%, for the year ended December 31, 2023, as compared to the same period in 2022. • The increase was primarily due to higher personnel and related expenses, payment card interchange and processing fees, and cloud computing fees of $15.7 million, $14.5 million, and $12.3 million, respectively.
We also used $14.8 million for the repurchase of stock-based compensation awards for tax withholdings and $37.8 million for settlement assets and liabilities due to processing timing.
In addition, we used $27.6 million to repurchase common stock, $5.1 million for the repurchase of stock-based compensation awards for tax withholdings, and $15.4 million for settlement assets and liabilities due to processing timing.
License revenue increased $28.3 million, or 9%, during the year ended December 31, 2022, as compared to the same period in 2021. • The impact of certain foreign currencies weakening against the U.S. dollar resulted in a $4.1 million decrease in license revenue during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of foreign currency, license revenue for the year ended December 31, 2022, increased $32.5 million, or 10%, as compared to the same period in 2021. • The increase in license revenue was primarily driven by renewal timing and relative size of license and capacity events during the year ended December 31, 2022, as compared to the same period in 2021.
Maintenance revenue increased $5.0 million, or 3%, during the year ended December 31, 2023, as compared to the same period in 2022. • The divestiture resulted in a $7.4 million decrease in maintenance revenue for the year ended December 31, 2023. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $1.6 million decrease in maintenance revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture and foreign currency, maintenance revenue for the year ended December 31, 2023, increased $14.0 million, or 7%, as compared to the same period in 2022. • The increase was primarily driven by annual inflationary increases in product support fees subsequent to December 31, 2022.
As of December 31, 2022, the full $75.0 million was available. Stock Repurchase Program Our board approved a stock repurchase program authorizing the Company, as market and business conditions warrant, to acquire its common stock and periodically authorizes additional funds for the program.
Stock Repurchase Program Our board approved a stock repurchase program authorizing the Company, as market and business conditions warrant, to acquire its common stock and periodically authorizes additional funds for the program. In February 2023, the board approved the repurchase of the Company's common stock of up to $200.0 million, in place of the remaining purchase amounts previously authorized.
Cash Flows from Financing Activities The changes in cash flows from financing activities primarily relate to borrowings and repayments related to our debt instruments and other debt, stock repurchases, and net proceeds related to employee stock programs.
Cash Flows from Financing Activities The changes in cash flows from financing activities primarily relate to borrowings and repayments related to our debt instruments and other debt, stock repurchases, and net proceeds related to employee stock programs. During 2023, we repaid $73.0 million on the Term Loans, $16.8 million of other debt payments, and $2.2 million of debt issuance costs.
On February 24, 2023, the Board of Directors approved $200.0 million for the stock repurchase program in place of the remaining purchase amounts previously authorized. 35 Table of Contents Our stock repurchase authorization does not have an expiration date and the pace of our repurchase activity will depend on factors such as our working capital needs, cash requirements for acquisitions, debt repayment obligations, our stock price, and global economic and market conditions.
Subsequent to December 31, 2023, the Company has repurchased additional shares under the repurchase program. Our stock repurchase authorization does not have an expiration date and the pace of our repurchase activity will depend on factors such as our working capital needs, cash requirements for acquisitions, debt repayment obligations, our stock price, and global economic and market conditions.
Merchants Segment Adjusted EBITDA decreased $5.2 million for the year ended December 31, 2022, compared to the same period in 2021, primarily due to a $6.1 million increase in cash operating expenses, partially offset by a $0.9 million increase in revenue. 34 Table of Contents Billers Segment Adjusted EBITDA decreased $21.7 million for the year ended December 31, 2022, compared to the same period in 2021, primarily due to a $53.9 million increase in interchange and processing fees, partially offset by a $36.9 million increase in revenue.
Billers Segment Adjusted EBITDA increased $35.0 million for the year ended December 31, 2023, compared to the same period in 2022, primarily due to a $56.5 million increase in revenue, partially offset by a $14.5 million increase in interchange and processing fees.
Implementation services include product installations, product configurations, and custom software modifications (“CSMs”). Other professional services include business consultancy, technical consultancy, on-site support services, product education, and testing services. These services include new customer implementations as well as existing customer migrations to new products or new releases of existing products.
Services Revenue Services revenue includes fees earned through implementation services and other professional services. Implementation services include product installations, product configurations, and custom software modifications (“CSMs”). Other professional services include business consultancy, technical consultancy, on-site support services, product education, and testing services.
In addition, we used $107.4 million to repurchase common stock, and we received proceeds of $12.3 million from the exercise of stock options and the issuance of common stock under our 2017 Employee Stock Purchase Plan, as amended.
We received net proceeds of $19.0 million on the Revolving Credit Facility, and proceeds of $9.5 million from the exercise of stock options and the issuance of common stock under our 2017 Employee Stock Purchase Plan, as amended.
The following is selected financial data for our reportable segments for the periods indicated (in thousands): Years Ended December 31, 2022 2021 Revenues Banks $ 638,585 $ 625,125 Merchants 153,905 152,988 Billers 629,411 592,485 Total revenue $ 1,421,901 $ 1,370,598 Segment Adjusted EBITDA Banks $ 371,017 $ 372,949 Merchants 49,029 54,266 Billers 107,371 129,048 Depreciation and amortization (127,328) (133,393) Stock-based compensation expense (29,753) (27,242) Corporate and unallocated expenses (166,501) (185,731) Interest, net (40,646) (33,538) Other, net 43,446 (1,294) Income before income taxes $ 206,635 $ 175,065 The Banks Segments Adjusted EBITDA decreased $8.9 million due to the divestiture.
These costs along with depreciation and amortization and stock-based compensation are not considered when management evaluates segment performance. 35 Table of Contents The following is selected financial data for our reportable segments for the periods indicated (in thousands): Years Ended December 31, 2023 2022 Revenues Banks $ 616,051 $ 638,585 Merchants 150,616 153,905 Billers 685,912 629,411 Total revenue $ 1,452,579 $ 1,421,901 Segment Adjusted EBITDA Banks $ 355,489 $ 371,017 Merchants 44,345 49,029 Billers 142,343 107,371 Depreciation and amortization (122,373) (127,328) Stock-based compensation expense (24,547) (29,753) Corporate and unallocated expenses (174,849) (166,501) Interest, net (64,271) (40,646) Other, net (8,510) 43,446 Income before income taxes $ 147,627 $ 206,635 Banks Segment Adjus ted EBITDA decreased $13.9 million due to the divestiture.
Prior Year Results For discussion of the year ended December 31, 2021, compared to the year ended December 31, 2020, see Results of Operations in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2021.
Prior Year Results For discussion of the year ended December 31, 2022, compared to the year ended December 31, 2021, see Results of Operations in Part II, Item 7 of our annual report on Form 10-K for the year ended December 31, 2022. 34 Table of Contents Segment Results The Company reports financial performance based on its operating segments, Banks, Merchants, and Billers, and analyzes Segment Adjusted EBITDA as a measure of segment profitability.
In addition, they enable banks to meet the requirements of different real-time payments schemes and to quickly create differentiated products to meet consumer, business, and merchant demands. 33 Table of Contents Merchants.
In addition, they enable banks to meet the requirements of different real-time payments schemes and to quickly create differentiated products to meet consumer, business, and merchant demands. Merchants. ACI’s support of merchants globally includes Tier 1 and Tier 2 merchants, online-only merchants and the payment service providers, independent selling organizations, value-added resellers, and acquirers who service them.
Restricted share unit awards (“RSUs”) generally have requisite service periods of three years and may vest 100% upon the three-year anniversary or in equal increments quarterly or annually. Under each arrangement, RSUs are issued without direct cost to the employee on the vesting date.
We recognize compensation expense for the TSRs over the performance period based on the grant date fair value. 41 Table of Contents Restricted share unit awards (“RSUs”) generally have requisite service periods of three years and may vest 100% upon the three-year anniversary or in equal increments quarterly or annually.
Maintenance revenue decreased $10.5 million, or 5%, during the year ended December 31, 2022, as compared to the same period in 2021. • The divestiture resulted in a $3.5 million decrease in maintenance revenue for the year ended December 31, 2022. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $6.8 million decrease in maintenance revenue during the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture and foreign currency, maintenance revenue for the year ended December 31, 2022, decreased $0.2 million as compared to the same period in 2021. 30 Table of Contents Services Revenue Services revenue includes fees earned through implementation services and other professional services.
License revenue decreased $26.9 million, or 8%, during the year ended December 31, 2023, as compared to the same period in 2022. • The impact of certain foreign currencies weakening against the U.S. dollar resulted in a $0.7 million decrease in license revenue during the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of foreign currency, license revenue for the year ended December 31, 2023, decreased $26.2 million, or 8%, as compared to the same period in 2022. • The decrease in license revenue was driven by license renewal timing as well as the relative size of new license agreements during the year ended December 31, 2023, as compared to the same period in 2022. 31 Table of Contents Maintenance Revenue Maintenance revenue includes standard, enhanced, and premium customer support and any post contract support fees received from customers for the provision of product support services.
As a result of the divestiture, 60-month backlog decreased $170.1 million during the period ended September 30, 2022. Dollar amounts reflect foreign currency exchange rates as of each period end. This is a non-GAAP financial measure being presented to provide comparability across accounting periods.
Dollar amounts reflect foreign currency exchange rates as of each period end. This is a non-GAAP financial measure being presented to provide comparability across accounting periods. We believe this measure provides useful information to investors and others in understanding and evaluating our financial performance.
December 31, 2022 September 30, 2022 June 30, 2022 March 31, 2022 December 31, 2021 Banks $ 2,095 $ 2,038 $ 2,231 $ 2,282 $ 2,272 Merchants 810 772 762 772 754 Billers 3,390 3,267 3,179 3,128 3,084 Total $ 6,295 $ 6,077 $ 6,172 $ 6,182 $ 6,110 December 31, 2022 September 30, 2022 June 30, 2022 March 31, 2022 December 31, 2021 Committed $ 2,338 $ 2,051 $ 2,089 $ 2,038 $ 2,095 Renewal 3,957 4,026 4,083 4,144 4,015 Total $ 6,295 $ 6,077 $ 6,172 $ 6,182 $ 6,110 Estimates of future financial results require substantial judgment and are based on several assumptions, as described above.
December 31, 2023 September 30, 2023 June 30, 2023 March 31, 2023 December 31, 2022 Banks $ 2,261 $ 2,173 $ 2,207 $ 2,154 $ 2,095 Merchants 754 778 810 821 810 Billers 3,505 3,484 3,396 3,395 3,390 Total $ 6,520 $ 6,435 $ 6,413 $ 6,370 $ 6,295 December 31, 2023 September 30, 2023 June 30, 2023 March 31, 2023 December 31, 2022 Committed $ 2,178 $ 2,147 $ 2,192 $ 2,266 $ 2,338 Renewal 4,342 4,288 4,221 4,104 3,957 Total $ 6,520 $ 6,435 $ 6,413 $ 6,370 $ 6,295 Estimates of future financial results require substantial judgment and are based on several assumptions, as described above.
The overhead costs relate to human resources, finance, legal, accounting, and merger and acquisition activity. These costs along with depreciation and amortization and stock-based compensation are not considered when management evaluates segment performance.
The overhead costs relate to human resources, finance, legal, accounting, and merger and acquisition activity.
The award payout can range from 0% to 200%. To determine the grant date fair value of TSRs, a Monte Carlo simulation model is used. We recognize compensation expense for the TSRs over a three-year performance period based on the grant date fair value.
To determine the grant date fair value of the TSRs, a Monte Carlo simulation model is used.
As of December 31, 2022, the maximum remaining amount authorized for purchase under the stock repurchase program was approximately $9.8 million.
We repurchased 939,567 shares for $27.6 million under our stock repurchase program during the year ended December 31, 2023. Under the program to date, we have repurchased 58,921,300 shares for approximately $953.8 million. As of December 31, 2023, the maximum remaining amount authorized for purchase under the stock repurchase program was approximately $172.4 million.
Total operating expenses for the year ended December 31, 2021, included $13.4 million of expense related to significant transactions and cost reduction strategies implemented during the period. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $17.9 million decrease in total operating expenses for the year ended December 31, 2022, as compared to the same period in 2021. • Adjusted for the impact of the divestiture, significant transaction-related expenses, and foreign currency, total operating expenses for the year ended December 31, 2022, increased $84.9 million, or 8%, as compared to the same period in 2021.
Total operating expenses for the year ended December 31, 2022, included $5.8 million of European data center migration expenses, $3.0 million of divestiture transaction-related expenses, and $3.6 million of CEO transition expenses during the period. • The impact of foreign currencies weakening against the U.S. dollar resulted in a $3.0 million decrease in total operating expenses for the year ended December 31, 2023, as compared to the same period in 2022. • Adjusted for the impact of the divestiture, significant transaction-related expenses, and foreign currency, total operating expenses for the year ended December 31, 2023, increased $19.5 million, or 2%, as compared to the same period in 2022. 32 Table of Contents Cost of Revenue Cost of revenue includes costs to provide SaaS and PaaS, third-party royalties, amortization of purchased and developed software for resale, the costs of maintaining our software products, as well as the costs required to deliver, install, and support software at customer sites.
Available Liquidity The following table sets forth our available liquidity for the periods indicated (in thousands): December 31, 2022 2021 Cash and cash equivalents $ 124,981 $ 122,059 Availability under revolving credit facility 393,500 498,500 Total liquidity $ 518,481 $ 620,559 The decrease in total liquidity is primarily attributable to $206.5 million of payments related to stock repurchases, partially offset by proceeds of $100.1 million from the divestiture.
Available Liquidity The following table sets forth our available liquidity for the periods indicated (in thousands): December 31, 2023 2022 Cash and cash equivalents $ 164,239 $ 124,981 Availability under revolving credit facility 373,900 393,500 Total liquidity $ 538,139 $ 518,481 The Company and ACI Payments, Inc., a wholly owned subsidiary, maintain a $75.0 million uncommitted overdraft facility with Bank of America, N.A.
General and Administrative General and administrative expenses are primarily human resource costs including executive salaries and benefits, personnel administration costs, and the costs of corporate support functions such as legal, administrative, human resources, and finance and accounting.
Selling and marketing expense decreased $2.2 million, or 2%, during the year ended December 31, 2023, as compared to the same period in 2022. • The decrease was primarily due to lower personnel and related expenses and travel and entertainment expenses of $2.6 million and $0.6 million, respectively, partially offset by an increase in advertising and professional fees of $1.0 million. 33 Table of Contents General and Administrative General and administrative expenses are primarily human resource costs including executive salaries and benefits, personnel administration costs, and the costs of corporate support functions such as legal, administrative, human resources, and finance and accounting.