Biggest changeOur effective tax rate for fiscal year 2022 was lower than the U.S. federal statutory rate of 21% due to excess tax benefits resulting from the exercise of stock options and vesting of restricted stock awards, the impact of foreign and state taxes, the impact of certain permanent items on its tax provision, and the impact of federal and state research and development credits on its tax provision. 29 Results of Operations Comparison of the Twelve Months Ended September 30, 2021 and 2020 The following table summarizes certain aspects of our results of operations for the twelve months ended September 30, 2021 compared to the twelve months ended September 30, 2020 ( in thousands, except percentages ): Twelve Months Ended September 30, Percentage of Total Revenue Increase (Decrease) 2021 2020 2021 2020 $ % Revenue Software and hardware $ 60,069 $ 54,152 50 % 53 % 5,917 11 % Services and other 59,728 47,158 50 % 47 % 12,570 27 % Total revenue $ 119,797 $ 101,310 100 % 100 % 18,487 18 % Cost of revenue 14,540 13,192 12 % 13 % 1,348 10 % Selling and marketing 32,497 27,646 27 % 27 % 4,851 18 % Research and development 28,042 22,859 23 % 23 % 5,183 23 % General and administrative 22,490 22,284 19 % 22 % 206 1 % Amortization and acquisition-related costs 8,951 6,575 7 % 6 % 2,376 36 % Restructuring costs — (114) — % — % 114 (100) % Interest expense 5,129 — 4 % — % 5,129 100 % Other income, net 654 541 1 % 1 % 113 21 % Income tax provision (824) (1,595) (1) % (2) % 771 (48) % Revenue Total revenue increased $18.5 million, or 18%, to $119.8 million in 2021 compared to $101.3 million in 2020.
Biggest changeResults of Operations Comparison of the Twelve Months Ended September 30, 2023 and 2022 The following table summarizes certain aspects of our results of operations for the twelve months ended September 30, 2023 compared to the twelve months ended September 30, 2022 ( in thousands, except percentages ): Twelve Months Ended September 30, Percentage of Total Revenue Increase (Decrease) 2023 2022 2023 2022 $ % Revenue Software and hardware $ 88,374 $ 72,928 51 % 50 % 15,446 21 % Services and other 84,178 71,876 49 % 50 % 12,302 17 % Total revenue $ 172,552 $ 144,804 100 % 100 % 27,748 19 % Cost of revenue 22,951 20,008 13 % 14 % 2,943 15 % Selling and marketing 40,551 38,841 24 % 27 % 1,710 4 % Research and development 28,988 30,192 17 % 21 % (1,204) (4) % General and administrative 43,338 26,591 25 % 18 % 16,747 63 % Amortization and acquisition-related costs 19,046 15,172 11 % 10 % 3,874 26 % Restructuring costs 2,114 1,800 1 % 1 % 314 17 % Interest expense 9,063 8,232 5 % 6 % 831 10 % Other income (expense), net 3,840 (366) 2 % — % 4,206 1,149 % Income tax benefit (provision) (2,314) 92 (1) % — % (2,406) (2,615) % Net income 8,027 3,694 5 % 3 % 4,333 117 % Revenue Total revenue increased $27.7 million, or 19%, to $172.6 million in 2023 compared to $144.8 million in 2022.
The increase in research and development expenses is primarily due to higher personnel-related costs resulting from our increased headcount of $3.6 million and higher travel and related expenses of $0.2 million, partially offset by lower third-party contractor and other expenses of $1.7 million in 2022 compared to 2021.
The increase in research and development expenses is primarily due to higher personnel-related costs resulting from our increased headcount of $3.6 million and higher travel and related expenses of $0.2 million, partially offset by lower third-party contractor and other expenses of $1.6 million in 2022 compared to 2021.
The net proceeds from the 2026 Notes offering were approximately $149.7 million, after deducting the Initial Purchasers’ discounts and commissions and the Company’s estimated offering expenses related to the offering. The 2026 Notes will mature on February 1, 2026, unless earlier redeemed, repurchased or converted.
The net proceeds from this offering were approximately $149.7 million, after deducting the Initial Purchasers’ discounts and commissions and the Company’s estimated offering expenses related to the offering. The 2026 Notes will mature on February 1, 2026, unless earlier redeemed, repurchased or converted.
Selling and Marketing Expenses Selling and marketing expenses include payroll, employee benefits, stock-based compensation, and other headcount-related costs associated with sales and marketing personnel. Selling and marketing expenses also include non-billable costs of professional services personnel, advertising expenses, product promotion costs, trade shows, and other brand awareness programs.
Selling and Marketing Expenses Selling and marketing expenses include payroll, employee benefits, stock-based compensation, and other headcount-related costs associated with sales, marketing, and product management personnel. Selling and marketing expenses also include non-billable costs of professional services personnel, advertising expenses, product promotion costs, trade shows, and other brand awareness programs.
The 2026 Notes are senior unsecured obligations of the Company. The 2026 Notes were issued pursuant to an Indenture, dated February 5, 2021 (the 32 “Indenture”), between the Company and UMB Bank, National Association, as trustee.
The 2026 Notes are senior unsecured obligations of the Company. The 2026 Notes were issued pursuant to an Indenture, dated February 5, 2021 (the “Indenture”), between the Company and UMB Bank, National Association, as trustee.
The increase in selling and marketing expense is primarily due to higher personnel-related costs resulting from our increased headcount of $4.0 million, higher product promotion costs of $1.7 million, and higher travel and related expenses of $0.6 million in 2022 compared to 2021. 28 Research and Development Expenses Research and development expenses include payroll, employee benefits, stock-based compensation, third-party contractor expenses, and other headcount-related costs associated with software engineering and mobile image capture science.
The increase in selling and marketing expense is primarily due to higher personnel-related costs resulting from our increased headcount of $4.0 million, higher product promotion costs of $1.7 million, and higher travel and related expenses of $0.6 million in 2022 compared to 2021. 30 Research and Development Expenses Research and development expenses include payroll, employee benefits, stock-based compensation, third-party contractor expenses, and other headcount-related costs associated with software engineering and mobile image capture science.
The Notes Hedge was entered into with Bank of America, N.A., Jefferies International Limited and Goldman Sachs & Co.
The Notes Hedge was entered into with Bank of America, N.A., Jefferies 33 International Limited and Goldman Sachs & Co.
Based on our current operating plan, we believe the current cash and cash equivalent balance and cash expected to be generated from operations will be adequate to satisfy our working capital needs for the next twelve months from the date these consolidated financial statements are filed.
Based on our current operating plan, we believe the current cash and cash equivalent balance and cash expected to be generated from operations will be adequate to satisfy our working capital needs for at least the next twelve months from the date these consolidated financial statements are filed.
The evaluations are based upon a number of factors, including 36 changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits, and effective settlement of audit issues.
The evaluations are based upon a number of factors, including 35 changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits, and effective settlement of audit issues.
Software and hardware revenue increased $12.4 million, or 21%, to $72.5 million in 2022 compared to $60.1 million in 2021. This increase is primarily due to an increase in sales of our Mobile Deposit®, CheckReader™, and IDLive® software products. The increase was partially offset by a decrease in revenue from our ID_CLOUD ™ software and hardware products .
Software and hardware revenue increased $12.9 million, or 21%, to $72.9 million in 2022 compared to $60.1 million in 2021. This increase is primarily due to an increase in sales of our Mobile Deposit®, CheckReader™, and IDLive® software products. The increase was partially offset by a decrease in revenue from our ID_CLOUD ™ software and hardware products .
In addition, we had 16 patent applications outstanding as of September 30, 2022. Acquisition of HooYu Ltd On March 23, 2022, the Company completed the acquisition of HooYu (the “HooYu Acquisition”) pursuant to the Purchase Agreement (the “Purchase Agreement”) dated March 23, 2022, by and among the Company and certain selling parties identified in the Purchase Agreement.
In addition, we had 20 patent applications outstanding as of September 30, 2023. Acquisition of HooYu Ltd On March 23, 2022, the Company completed the acquisition of HooYu (the “HooYu Acquisition”) pursuant to the Purchase Agreement (the “Purchase Agreement”) dated March 23, 2022, by and among the Company and certain selling parties identified in the Purchase Agreement.
These partners integrate our products into their solutions to meet the needs of their customers, typically provisioning Mitek’s services through their respective platforms.
These partners integrate our products into their solutions to meet the needs of their customers, typically provisioning Mitek services through their respective platforms.
Interest Expense Interest expense includes the amortization of debt discount and issuance costs and coupon interest incurred associated with our 2026 Notes (as defined below). Interest expense was $8.2 million in 2022 and consisted of $7.0 million of amortization of debt discount and issuance costs and $1.2 million of coupon interest incurred.
Interest Expense Interest expense includes the amortization of debt discount and issuance costs and coupon interest incurred associated with our 2026 Notes. Interest expense was $8.2 million in 2022 and consisted of $7.0 million of amortization of debt discount and issuance costs and $1.2 million of coupon interest incurred.
We are a software development company with expertise in artificial intelligence and machine learning. We currently serve more than 7,800 financial services organizations and leading marketplace and financial technology (“fintech”) brands around the globe.
We are a software development company with expertise in computer vision, artificial intelligence and machine learning. We currently serve more than 7,900 financial services organizations and leading marketplace and financial technology (“fintech”) brands around the globe.
Customers count on Mitek to deliver trusted and convenient online experiences, detect and reduce fraud, and document Know Your Customer (“KYC”) and Anti-Money Laundering (“AML”) regulatory compliance. Our solutions are embedded in native mobile apps and web browsers to facilitate digital consumer experiences.
Customers count on Mitek to deliver trusted and convenient online experiences, detect and reduce fraud, and meet Know Your Customer (“KYC”) and Anti-Money Laundering (“AML”) regulatory compliance. The Company’s solutions are embedded in native mobile apps and web browsers to facilitate digital consumer experiences.
Other than the lease for our office space in San Diego, California, we do not believe that the leases for our offices are material lease obligations. Other Liquidity Matters On September 30, 2022, we had investments of $68.9 million, designated as available-for-sale debt securities, which consisted of U.S.
Other than the lease for our office space in San Diego, California, we do not believe that the leases for our offices are material lease obligations. Other Liquidity Matters On September 30, 2023, we had investments of $76.0 million, designated as available-for-sale debt securities, which consisted of U.S.
The decrease in cash used in investing activities during fiscal 2022 compared to fiscal 2021 was primarily due to an increase in net sales and maturities of investments of $282.1 million partially offset by an increase in cash paid for acquisitions, net of cash acquired of $115.4 million, related to the HooYu Acquisition.
The decrease in cash used in investing activities during fiscal 2022 compared to fiscal 2021 was primarily due to an increase in net sales and maturities of investments of $282.1 million partially offset by an increase in cash paid for acquisitions, net of cash acquired of $110.1 million.
As a result, the 2026 Notes began to accrue additional special interest of 0.25% per annum of the outstanding principal of the 2026 Notes for the 90 days after the Date of Noncompliance and 0.50% per annum of the outstanding principal of the 2026 Notes for the 91st through 180th day after the Date of Noncompliance.
As a result of not being in compliance, the 2026 Notes began to accrue additional special interest of 0.25% of the outstanding principal of the 2026 Notes for the 90 days after the Date of Noncompliance and 0.50% of the outstanding principal of the 2026 Notes for the 91st through 180th day after the Date of Noncompliance.
All securities for which maturity or sale is expected within one year are classified as “current” on the consolidated balance sheets. All other securities are classified as “long-term” on the consolidated balance sheets. At September 30, 2022, we had $58.3 million of our available-for-sale securities classified as current and $10.6 million of our available-for-sale securities classified as long-term.
All securities for which maturity or sale is expected within one year are classified as “current” on the consolidated balance sheets. All other securities are classified as “long-term” on the consolidated balance sheets. At September 30, 2023, we had $74.7 million of our available-for-sale securities classified as current and $1.3 million of our available-for-sale securities classified as long-term.
Such technology helps to ensure businesses know the true identity of their customers by linking biometric verification with real-time data aggregation across many different sources, including credit bureaus, international sanctions lists, local law-enforcement, and others.
(“HooYu”), a leading KYC technology provider in the United Kingdom. Such technology helps to ensure businesses know the true identity of their customers by linking biometric verification with real-time data aggregation across many different sources, including credit bureaus, international sanctions lists, local law-enforcement, and others.
The overall increase in general and administrative expenses was partially offset by decreased intellectual property litigation costs of $2.2 million in 2022 compared to 2021. Amortization and Acquisition-Related Costs Amortization and acquisition-related costs include amortization of intangible assets, expenses recorded due to changes in the fair value of contingent consideration, and other costs associated with acquisitions.
The overall increase in general and administrative expenses was partially offset by decreased personnel-related costs of $0.2 million in 2023 compared to 2022. Amortization and Acquisition-Related Costs Amortization and acquisition-related costs include amortization of intangible assets, adjustments recorded due to changes in the fair value of contingent consideration, and other costs associated with acquisitions.
Mitek’s identity verification and authentication technologies and services make it possible for banks, financial services organizations and the world’s leading marketplace and sharing platforms to verify an individual’s identity during digital transactions, allowing them to reduce risk and meet regulatory requirements. Our advanced mobile deposit system enables secure, fast and convenient deposit services.
Mitek’s identity verification and authentication technologies and services make it possible for banks, financial services organizations and the world’s leading marketplace and sharing platforms to verify an individual’s identity during numerous stages of the customer lifecycle, allowing them to reduce risk and meet regulatory requirements. The Company’s advanced mobile deposit system enables secure, fast and convenient deposit services.
The increase in amortization and acquisition-related costs is primarily due to amortization of intangibles associated with the HooYu Acquisition and the ID R&D Acquisition of $7.1 million and expenses associated with the HooYu Acquisition of $2.9 million in 2022 compared to 2021.
As a percentage of revenue, amortization and acquisition-related costs increased to 11% in 2022 from 7% in 2021. The increase in amortization and acquisition-related costs is primarily due to amortization of intangibles associated with the HooYu Acquisition and the ID R&D Acquisition of $7.1 million and expenses associated with the HooYu Acquisition of $2.9 million in 2022 compared to 2021.
Income Tax Benefit (Provision) The income tax benefit for 2022 was $0.3 million which yielded an effective tax rate of negative 11% compared to an income tax provision of $0.8 million which yielded an effective tax rate of 9% in 2021. The income tax benefit for 2022 is primarily due to our positive net income for the year.
Income Tax Benefit (Provision) The income tax provision for 2023 was $2.3 million which yielded an effective tax rate of 22% compared to an income tax benefit of $0.1 million which yielded an effective tax rate of negative 3% in 2022. The income tax provision for 2023 is primarily due to our positive net income for the year.
Services and other revenue increased $11.7 million, or 20%, to $71.4 million in 2022 compared to $59.7 million in 2021.
Services and other revenue increased $12.1 million, or 20%, to $71.9 million in 2022 compared to $59.7 million in 2021.
The decrease in cash provided by operating activities during fiscal 2022 compared to fiscal 2021 was primarily due to an increase in accounts receivable of $10.0 million and a decrease in the estimated fair value of acquisition-related contingent consideration of $2.4 million, partially offset by an increase in restructuring expenses of $1.0 million and the amortization of investment premiums and other of $0.4 million.
The decrease in cash provided by operating activities during fiscal 2022 compared to fiscal 2021 was primarily due to an increase in accounts receivable of $18.2 million, partially offset by a decrease in accrued payroll and related taxes of $1.4 million and increases in restructuring expenses of $1.0 million and the amortization of investment premiums and other of $0.4 million.
Cash Flows from Investing Activities Net cash used in investing activities was $3.5 million during fiscal 2022, which consisted primarily of net cash paid in connection with the HooYu Acquisition of $127.9 million and capital expenditures of $1.1 million, partially offset by net sales and maturities of investments of $125.5 million.
Net cash provided by investing activities was $1.7 million during fiscal 2022, which consisted primarily of net cash paid in connection with the HooYu Acquisition of $122.7 million and capital expenditures of $1.1 million, offset by net sales and maturities of investments of $125.5 million.
Net cash provided by operating activities during fiscal 2022 was $26.4 million and resulted primarily from net income of $3.0 million, net non-cash charges of $31.8 million, and unfavorable changes in operating assets and liabilities of $8.5 million.
Net cash provided by operating activities during fiscal 2023 was $31.6 million and resulted primarily from net income of $8.0 million, net non-cash charges of $32.6 million, and unfavorable changes in operating assets and liabilities of $9.0 million.
Cash Flows from Financing Activities Net cash used in financing activities was $21.1 million during fiscal 2022, which consisted of $15.2 million in repurchases and retirements of our Common Stock and $7.7 million in payments of acquisition-related contingent consideration, partially offset by net proceeds from the issuance of Common Stock under the 2020 Plan of $1.7 million.
The increase in cash provided by financing activities during fiscal 2023 compared to fiscal 2022 was primarily due to the expiration of the share repurchase program in June 2022 of $15.2 million and the payment of acquisition-related consideration of $7.7 million in fiscal 2022. 32 Net cash used in financing activities was $21.1 million during fiscal 2022, which consisted of $15.2 million in repurchases and retirements of our Common Stock and $7.7 million in payments of acquisition-related contingent consideration, partially offset by net proceeds from the issuance of Common Stock under the 2020 Plan of $1.7 million.
The valuation of performance options, Senior Executive Long Term Incentive Restricted Stock Units, and similar awards are based upon the Monte-Carlo simulation, which involves estimates of our stock price, expected volatility, and the probability of reaching the performance targets.
The valuation of performance options, Senior Executive Long Term Incentive Restricted Stock Units, and similar awards are based upon the Monte-Carlo simulation, which involves estimates of our stock price, expected volatility, and the probability of reaching the performance targets. Accounting for Income Taxes We estimate income taxes based on the various jurisdictions where we conduct business.
In summary, our cash flows from continuing operations were as follows ( dollars in thousands ): 31 Twelve Months Ended September 30, 2022 2021 2020 Cash provided by operating activities $ 26,351 $ 37,341 $ 24,122 Cash used by investing activities (3,530) (170,488) (24,706) Cash (used) provided by financing activities (21,143) 143,680 3,403 Cash Flows from Operating Activities Cash flows related to operating activities are dependent on net income, adjustments to net income and changes in working capital.
In summary, our cash flows from continuing operations were as follows ( dollars in thousands ): Twelve Months Ended September 30, 2023 2022 2021 Cash provided by operating activities $ 31,586 $ 21,119 $ 37,341 Cash (used) provided by investing activities (6,784) 1,700 (170,488) Cash (used) provided by financing activities 1,701 (21,143) 143,680 Cash Flows from Operating Activities Cash flows related to operating activities are dependent on net income, non-cash adjustments to net income and changes in working capital.
As of July 31, 2023, the 2026 Notes were not convertible, therefore, we had not purchased any shares under the Notes Hedge and the Warrant Transactions had not been exercised and remain outstanding.
As of March 19, 2024, the 2026 Notes were not convertible, therefore, we had not purchased any shares under the Notes Hedge and the Warrant Transactions had not been exercised and remain outstanding. See Note 9.
The decrease in cash and cash equivalents and investments is primarily due to acquisitions, net of cash acquired of $127.9 million, partially offset by net proceeds from the issuance of our common stock, par value $0.001 per share (“Common Stock”) under the Mitek Systems, Inc. 2020 Incentive Plan (the “2020 Plan”) of $1.7 million.
The increase in cash and cash equivalents and investments is primarily due to cash flows from operations of $31.6 million and net proceeds from the issuance of our common stock, par value $0.001 per share (“Common Stock”) under the Mitek Systems, Inc. Amended and Restated 2020 Incentive Plan (the “2020 Plan”) of $1.7 million.
As consideration for the HooYu Acquisition, the Company paid aggregate consideration in the amount of $129.1 million (the “Closing Consideration”), as such amount may be adjusted for transaction expenses and indebtedness.
As consideration for the HooYu Acquisition, the Company paid aggregate consideration in the amount of $129.1 million (the “Closing Consideration”), as such amount may be adjusted for transaction expenses and indebtedness. 27 Market Opportunities, Challenges, & Risks See Item 1: “Business” for details regarding additional market opportunities, challenges and risks.
Fiscal Year 2022 Highlights • Revenues for the twelve months ended September 30, 2022 were $143.9 million, an increase of 20% compared to revenues of $119.8 million for the twelve months ended September 30, 2021. • Net income was $3.0 million, or $0.07 per diluted share, for the twelve months ended September 30, 2022, compared to a net income of $8.0 million, or $0.18 per diluted share, for the twelve months ended September 30, 2021. • Cash provided by operating activities was $26.4 million for the twelve months ended September 30, 2022, compared to $37.3 million for the twelve months ended September 30, 2021. • During fiscal 2022 the total number of financial institutions licensing our technology continued to exceed 7,800. • We added new patents to our portfolio during fiscal year 2022, bringing our total number of issued patents to 80 as of September 30, 2022.
Fiscal Year 2023 Highlights • Revenues for the twelve months ended September 30, 2023 were $172.6 million, an increase of 19% compared to revenues of $144.8 million for the twelve months ended September 30, 2022. • Net income was $8.0 million, or $0.17 per diluted share, for the twelve months ended September 30, 2023, compared to a net income of $3.7 million, or $0.08 per diluted share, for the twelve months ended September 30, 2022. • Cash provided by operating activities was $31.6 million for the twelve months ended September 30, 2023, compared to $21.1 million for the twelve months ended September 30, 2022. • During fiscal 2023 the total number of financial institutions licensing our technology continued to exceed 7,900. • We added new patents to our portfolio during fiscal year 2023, bringing our total number of issued patents to 100 as of September 30, 2023.
The increase in cash used in financing activities during fiscal 2022 compared to fiscal 2021 was primarily due to the net proceeds from the issuance of the 2026 Notes in fiscal 2021 of $149.7 million and repurchases and retirements of our Common Stock of $15.2 million during fiscal 2022.
The increase in cash used in financing activities during fiscal 2022 compared to fiscal 2021 was primarily due to the net proceeds from the issuance of the 2026 Notes in fiscal 2021 of $149.7 million and repurchases and retirements of our Common Stock of $15.2 million during fiscal 2022. 0.75% Convertible Senior Notes due 2026 In February 2021, the Company issued $155.3 million aggregate principal amount of the 2026 Notes (including the Additional Notes, as defined below).
It provides businesses and financial institutions with access to one authentication solution to deploy throughout the entire transaction cycle, and can provide consumers with a simple, intuitive approach to fighting fraud. In March of 2022, Mitek acquired HooYu Ltd. (“HooYu”), a leading KYC technology provider in the United Kingdom.
The ID R&D Acquisition helps simplify and secure the entire transaction lifecycle for both businesses and consumers, provides businesses and financial institutions with access to one authentication solution to deploy throughout the entire transaction cycle, and can provide consumers with a simple, intuitive approach to fighting fraud. In March of 2022, Mitek acquired HooYu Ltd.
Accounting for Income Taxes We estimate income taxes based on the various jurisdictions where we conduct business. Significant judgment is required in determining our worldwide income tax provision. Deferred income taxes reflect the net tax effects of temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and the amounts used for income tax purposes.
Significant judgment is required in determining our worldwide income tax provision. Deferred income taxes reflect the net tax effects of temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and the amounts used for income tax purposes. These differences result in deferred tax assets and liabilities, which are reflected in our balance sheets.
Actual results could vary from those estimates under different assumptions or conditions. We believe the following critical accounting estimates affect the more significant judgments and estimates used in the preparation of our consolidated financial statements.
We believe the following critical accounting estimates affect the more significant judgments and estimates used in the preparation of our consolidated financial statements.
Market Opportunities, Challenges, & Risks See Item 1: “Business” for details regarding additional market opportunities, challenges and risks. 27 Results of Operations Comparison of the Twelve Months Ended September 30, 2022 and 2021 The following table summarizes certain aspects of our results of operations for the twelve months ended September 30, 2022 compared to the twelve months ended September 30, 2021 ( in thousands, except percentages ): Twelve Months Ended September 30, Percentage of Total Revenue Increase (Decrease) 2022 2021 2022 2021 $ % Revenue Software and hardware $ 72,494 $ 60,069 50 % 50 % 12,425 21 % Services and other 71,449 59,728 50 % 50 % 11,721 20 % Total revenue $ 143,943 $ 119,797 100 % 100 % 24,146 20 % Cost of revenue 20,008 14,540 14 % 12 % 5,468 38 % Selling and marketing 38,841 32,497 27 % 27 % 6,344 20 % Research and development 30,192 28,042 21 % 23 % 2,150 8 % General and administrative 26,591 22,490 18 % 19 % 4,101 18 % Amortization and acquisition-related costs 15,172 8,951 11 % 7 % 6,221 70 % Restructuring costs 1,800 — 1 % — % 1,800 100 % Interest expense 8,232 5,129 6 % 4 % 3,103 60 % Other income (expense), net (370) 654 — % 1 % (1,024) (157) % Income tax benefit (provision) 295 (824) — % (1) % 1,119 (136) % Revenue Total revenue increased $24.1 million, or 20%, to $143.9 million in 2022 compared to $119.8 million in 2021.
Our effective tax rate for fiscal year 2023 was higher than the U.S. federal statutory rate of 21% due to the impact of non deductible expenses and of foreign and state taxes on our tax provision. 29 Results of Operations Comparison of the Twelve Months Ended September 30, 2022 and 2021 The following table summarizes certain aspects of our results of operations for the twelve months ended September 30, 2022 compared to the twelve months ended September 30, 2021 ( in thousands, except percentages ): Twelve Months Ended September 30, Percentage of Total Revenue Increase (Decrease) 2022 2021 2022 2021 $ % Revenue Software and hardware $ 72,928 $ 60,069 50 % 50 % 12,859 21 % Services and other 71,876 59,728 50 % 50 % 12,148 20 % Total revenue $ 144,804 $ 119,797 100 % 100 % 25,007 21 % Cost of revenue 20,008 14,540 14 % 12 % 5,468 38 % Selling and marketing 38,841 32,497 27 % 27 % 6,344 20 % Research and development 30,192 28,042 21 % 23 % 2,150 8 % General and administrative 26,591 22,490 18 % 19 % 4,101 18 % Amortization and acquisition-related costs 15,172 8,951 10 % 7 % 6,221 70 % Restructuring costs 1,800 — 1 % — % 1,800 100 % Interest expense 8,232 5,129 6 % 4 % 3,103 60 % Other income (expense), net (366) 654 — % 1 % (1,020) (156) % Income tax benefit (provision) 92 (824) — % (1) % 916 (111) % Net income 3,694 7,978 3 % 7 % (4,284) (54) % Revenue Total revenue increased $25.0 million, or 21%, to $144.8 million in 2022 compared to $119.8 million in 2021.
Amortization and acquisition-related costs increased $6.2 million, or 70%, to $15.2 million in 2022 compared to $9.0 million in 2021. As a percentage of revenue, amortization and acquisition-related costs increased to 11% in 2022 from 7% in 2021.
Amortization and acquisition-related costs increased $3.8 million, or 26%, to $19.0 million in 2023 compared to $15.2 million in 2022. As a percentage of revenue, amortization and acquisition-related costs were consistent at 11% in 2023 and 2022.
These differences result in deferred tax assets and liabilities, which are reflected in our balance sheets. We then assess the likelihood that deferred tax assets will be realized. A valuation allowance is recorded when it is more likely than not that some of the deferred tax assets will not be realized.
We then assess the likelihood that deferred tax assets will be realized. A valuation allowance is recorded when it is more likely than not that some of the deferred tax assets will not be realized. When a valuation allowance is established or increased, we record a corresponding tax expense in our statements of operations.
Net cash provided by operating activities during fiscal 2020 was $24.1 million and resulted primarily from net income of $7.8 million adjusted for net non-cash charges of $19.6 million partially offset by unfavorable changes in operating assets and liabilities of $3.3 million.
These increases were partially offset by a decrease in deferred revenue in fiscal 2023. Net cash provided by operating activities during fiscal 2022 was $21.1 million and resulted primarily from net income of $3.7 million, net non-cash charges of $26.7 million, and unfavorable changes in operating assets and liabilities of $9.3 million.
ID R&D delivers innovative, biometric capabilities that raise the bar on usability and performance. The ID R&D Acquisition helps simplify and secure the entire transaction lifecycle for both businesses and consumers.
ID R&D delivers innovative, biometric capabilities that raise the bar on usability and performance.
The overall increase in general and administrative expenses was partially offset by decreased intellectual property litigation costs of $2.2 million in 2021 compared to 2020. Amortization and Acquisition-Related Costs Amortization and acquisition-related costs include amortization of intangible assets, expenses recorded due to changes in the fair value of contingent consideration, and other costs associated with acquisitions.
Amortization and Acquisition-Related Costs Amortization and acquisition-related costs include amortization of intangible assets, expenses recorded due to changes in the fair value of contingent consideration, and other costs associated with acquisitions. Amortization and acquisition-related costs increased $6.2 million, or 70%, to $15.2 million in 2022 compared to $9.0 million in 2021.
At September 30, 2021, we had $149.1 million of our available-for-sale securities classified as current and $48.1 million of our available-for-sale securities classified as long-term. We had working capital (current assets less current liabilities) of $88.6 million at September 30, 2022 compared to $164.8 million at September 30, 2021.
At September 30, 2022, we had $58.3 million of our available-for-sale securities classified as current and $10.6 million of our available-for-sale securities classified as long-term. We had working capital of $138.5 million at September 30, 2023 compared to $89.4 million at September 30, 2022.
When a valuation allowance is established or increased, we record a corresponding tax expense in our statements of operations. We review the need for a valuation allowance each interim period to reflect uncertainties about whether we will be able to utilize deferred tax assets before they expire.
We review the need for a valuation allowance each interim period to reflect uncertainties about whether we will be able to utilize deferred tax assets before they expire. In assessing the realizability of deferred tax assets, management considers whether it is more likely than not that some portion or all of the deferred tax assets will be realized.
The increase in research and development expenses is primarily due to higher personnel-related costs and third-party contractor expenses in 2021 compared to 2020. General and Administrative Expenses General and administrative expenses include payroll, employee benefits, stock-based compensation, and other headcount-related costs associated with finance, legal, administration and information technology functions, as well as third-party legal, accounting, and other administrative costs.
General and Administrative Expenses General and administrative expenses include payroll, employee benefits, stock-based compensation, and other headcount-related costs associated with finance, legal, administration and information technology functions, as well as third-party legal, accounting, and other administrative costs. General and administrative expenses increased $16.7 million, or 63%, to $43.3 million in 2023 compared to $26.6 million in 2022.
This increase is primarily due to strong growth in Mobile Verify® transactional SaaS revenue of $10.1 million, or 36%, in 2021 compared to 2020, as well as an increase in maintenance revenue associated with Mobile Deposit® software sales and hosted mobile deposit transactional revenue.
This increase is primarily due to strong growth in SaaS revenue as a result of the HooYu Acquisition, and to a lesser extent an increase in maintenance revenue associated with Mobile Deposit® software sales and transactional revenue in 2023 compared to 2022.
Cost of Revenue Cost of revenue includes personnel costs related to billable services and software support, direct costs associated with our hardware products, and hosting costs. Cost of revenue increased $1.3 million, or 10%, to $14.5 million in 2021 compared to $13.2 million in 2020.
Cost of Revenue Cost of revenue includes personnel costs related to billable services and software support, direct costs associated with our hardware products, hosting costs, and the costs of royalties for third party products embedded in our products. Cost of revenue increased $2.9 million, or 15%, to $23.0 million in 2023 compared to $20.0 million in 2022.
The increase in sales and marketing expense is primarily due to higher personnel-related costs resulting from our increased headcount of $5.2 million and higher product promotion costs of $0.2 million in 2021 compared to 2020.
The increase in selling and marketing expense is primarily due to higher product promotion and other costs of $1.2 million, higher travel and related expenses of 28 $0.4 million, and higher personnel-related costs of $0.1 million in 2023 compared to 2022.
Net cash used in investing activities was $24.7 million during fiscal 2020, which consisted primarily of net purchases of investments of $23.9 million and capital expenditures of $0.8 million.
Cash Flows from Investing Activities Net cash used in investing activities was $6.8 million during fiscal 2023, which consisted primarily of net cash paid in connection with the HooYu Acquisition of $0.3 million and capital expenditures of $1.0 million, and net purchases of investments of $5.5 million.
We will continue to assess the need for a valuation allowance on the deferred tax asset by evaluating both positive and negative evidence that may exist. Any adjustment to the net deferred tax asset valuation allowance would be recorded in the income statement for the period that the adjustment is determined to be required.
Any adjustment to the net deferred tax asset valuation allowance would be recorded in the income statement for the period that the adjustment is determined to be required. We recognize and measure benefits for uncertain tax positions using a two-step approach.
As of January 13, 2023 ("Date of Noncompliance"), the Company was not in compliance with certain of the covenants in the Indenture as a result of the Company not timely filing reports with the SEC.
As of February 15, 2024, the Company was not in compliance with certain covenants in the Indenture as a result of not timely filing its Form 10-Q for the quarter ended December 31, 2023 with the SEC.
The overall increase in selling and marketing expense was partially offset by a decrease in travel and related expenses of $0.5 million as a result of the COVID-19 pandemic. 30 Research and Development Expenses Research and development expenses include payroll, employee benefits, stock-based compensation, third-party contractor expenses, and other headcount-related costs associated with software engineering and mobile image capture science.
Research and Development Expenses Research and development expenses include payroll, employee benefits, stock-based compensation, third-party contractor expenses, and other headcount-related costs associated with software engineering and mobile image capture science. Research and development expenses decreased $1.2 million, or less than 1%, to $29.0 million in 2023 compared to $30.2 million in 2022.
The increase in general and administrative expenses is primarily due to higher personnel-related costs resulting from our increased headcount of $1.6 million, higher executive transition costs of $0.4 million, and higher third-party professional fees of $0.4 million in 2021 compared to 2020.
The increase in general and administrative expenses is primarily due to higher third-party and professional fees of $7.3 million, audit and accounting fees of $5.9 million, software and IT costs of $1.8 million, legal costs of $0.8 million, executive transition costs of $0.7 million, and allowance for uncollectible receivables of $0.4 million in 2023 compared to 2022.
Net cash provided by financing activities was $3.4 million during fiscal 2020, which consisted of proceeds from the issuance of equity plan Common Stock of $4.8 million and net proceeds from other borrowings of $0.1 million, partially offset by repurchases and retirements of Common Stock of $1.0 million and payment of acquisition-related contingent consideration of $0.5 million.
Cash Flows from Financing Activities Net cash provided by financing activities was $1.7 million during fiscal 2023, which primarily consisted of net proceeds from the issuance of Common Stock under the 2020 Plan of $1.7 million.
Selling and marketing expenses increased $4.9 million, or 18%, to $32.5 million in 2021 compared to $27.6 million in 2020. As a percentage of revenue, selling and marketing expenses were consistent at 27% in 2021 and in 2020.
Selling and marketing expenses increased $1.7 million, or 4%, to $40.6 million in 2023 compared to $38.8 million in 2022. As a percentage of revenue, selling and marketing expenses decreased to 24% in 2023 from 27% in 2022.
The increase in cash used in investing activities during fiscal 2021 compared to fiscal 2020 was primarily due to an increase in net purchases of investments of $132.6 million and an increase in cash paid for acquisitions, net of cash acquired of $12.5 million related to the ID R&D Acquisition.
The decrease in cash used in investing activities during fiscal 2023 compared to fiscal 2022 was primarily due to a decrease in net sales and maturities of investments of $131.0 million partially offset by a decrease in cash paid for acquisitions, net of cash acquired of $122.4 million, related to the HooYu Acquisition.
The Company made purchases of $0.2 million, or 10,555 shares, during fiscal 2021 at an average price of $17.99 per share. The Company made purchases of $14.8 million, or approximately 886,204 shares during fiscal 2022 at an average price of $16.73 per share.
The share repurchase program was completed during the second quarter of fiscal 2022 and as such the Company made no purchase during the twelve months ended September 30, 2023. The Company made purchases of $14.8 million, or approximately 886,204 shares, during twelve months ended September 30, 2022 at an average price of $16.73 per share and subsequently retired the shares.
These assumptions are subjective in nature and may significantly affect our results of operations. 35 Fair Value of Equity Instruments The valuation of certain items, including compensation expense related to equity awards granted, involves significant estimates based on underlying assumptions made by management.
Significant judgment may be required to determine standalone selling prices for each performance obligation and whether it depicts the amount we expect to receive in exchange for the related good or service. Fair Value of Equity Instruments The valuation of certain items, including compensation expense related to equity awards granted, involves significant estimates based on underlying assumptions made by management.
Income Tax Provision The income tax provision for 2021 was $0.8 million compared to an income tax provision of $1.6 million in 2020. The income tax provision for 2021 is primarily due to our positive net income for the year.
Income Tax Benefit (Provision) The income tax benefit for 2022 was $0.1 million which yielded an effective tax rate of negative 3% compared to an income tax provision of $0.8 million which yielded an effective tax rate of 9% in 2021.
Software and hardware revenue increased $5.9 million, or 11%, to $60.1 million in 2021 compared to $54.2 million in 2020. This increase is primarily due to an increase in sales of our Mobile Deposit®, ID_CLOUD ™, CheckReader™, and IDLive® Face software products. The increase was partially offset by a decrease in revenue from our identity verification hardware products .
The increase was partially offset by a decrease in revenue from our CheckReader™ and legacy identify verification software and hardware products of $1.8 million . Services and other revenue increased $12.3 million, or 17%, to $84.2 million in 2023 compared to $71.9 million in 2022 .
Restructuring costs were negative $0.1 million in 2020 due to a reversal of costs accrued for the restructuring plan implemented in June 2019. Interest Expense Interest expense includes the amortization of debt discount and issuance costs and coupon interest incurred associated with our 2026 Notes.
Interest Expense Interest expense includes the amortization of debt discount and issuance costs and coupon and special interest accrued on our 0.75% convertible senior notes due 2026 (the “2026 Notes”). Interest expense was $9.1 million in 2023 and consisted of $7.6 million of amortization of debt discount and issuance costs and $1.6 million of interest incurred.
Other Income, Net Other income, net includes interest income net of amortization and net realized gains or losses on our marketable securities portfolio, foreign currency transactional gains or losses, and the change in fair value of our convertible senior notes hedge and embedded conversion derivative.
Interest expense was $8.2 million in 2022 and consisted of $7.0 million of amortization of debt discount and issuance costs and $1.2 million of interest incurred. Other Income (Expense), Net Other income (expense), net includes interest income net of amortization and net realized gains or losses on our marketable securities portfolio, and foreign currency transactional gains or losses.
See Note 9 of the accompanying notes to the consolidated financial statements included in this Form 10-K for more information relating to the Notes Hedge and Warrant Transactions.
“Convertible Senior Notes” of the notes to the consolidated financial statements included in this Form 10-K for more information relating to the Notes Hedge and Warrant Transactions. Share Repurchase Program On June 15, 2021, the Board authorized and approved a share repurchase program for up to $15 million of the currently outstanding shares of our Common Stock.
General and administrative expenses increased $0.2 million, or 1%, to $22.5 million in 2021 compared to $22.3 million in 2020. As a percentage of revenue, general and administrative expenses decreased to 19% in 2021 from 22% in 2020.
As a percentage of revenue, general and administrative expenses increased to 25% in 2023 from 18% in 2022.
Our effective tax rate for fiscal year 2021 was lower than the U.S. federal statutory rate of 21% due to changes in our deferred tax benefit of $1.6 million related to excess tax benefits from the exercise of stock options and the vesting of restricted stock awards.
Our effective tax rate for fiscal year 2022 was lower than the U.S. federal statutory rate of 21% due to excess tax benefits resulting from the exercise of stock options and vesting of restricted stock awards, the impact of foreign and state taxes, the impact of certain permanent items on its tax provision, and the impact of federal and state research and development credits on our tax provision. 31 Liquidity and Capital Resources Cash generated from operations has historically been our primary source of liquidity to fund operations and investments to grow our business.
The increase in amortization and acquisition-related costs is primarily due to expenses associated with the acquisition of ID R&D in 2021 as compared to 2020. Restructuring Costs Restructuring costs consist of employee severance obligations and other related costs. There were no restructuring costs in 2021.
The increase in amortization and acquisition-related costs is primarily due to amortization of intangibles associated with the HooYu Acquisition of $5.3 million and an increase in the fair value of the contingent consideration liability associated with the ID R&D Acquisition of $3.4 million in 2023 compared to 2022.
The increase in cost of revenue is primarily due to an increase in variable personnel, hosting, and royalty costs associated with a higher volume of Mobile Verify® transactions processed during 2021 compared to 2020. The increase was partially offset by decreased costs of our identity verification hardware products due to lower hardware revenues .
As a percentage of revenue, cost of revenue decreased to 13% in 2023 from 14% in 2022. The increase in cost of revenue is primarily due to an increase in variable personnel, hosting, and royalty costs associated with the HooYu Acquisition.
In assessing the realizability of deferred tax assets, management considers whether it is more likely than not that some portion or all of the deferred tax assets will be realized. The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income during the periods in which those temporary differences become deductible.
The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income during the periods in which those temporary differences become deductible. We will continue to assess the need for a valuation allowance on the deferred tax asset by evaluating both positive and negative evidence that may exist.
These estimates and assumptions are based on historical experience and on various other factors that are believed to be reasonable under the circumstances, and form the basis for making management’s most difficult, subjective, or complex judgments, often as a result of the need to make estimates about the effects of matters that are 34 inherently uncertain.
We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances, the results of which form the basis for making judgments about the carrying values of assets and liabilities. Actual results may differ from these estimates under different assumptions or conditions.
On September 30, 2022, we had $101.0 million in cash and cash equivalents and investments compared to $227.4 million on September 30, 2021, a decrease of $126.5 million, or 56%.
Our current sources of liquidity include available cash balances and proceeds from the issuance of the 2026 Notes. On September 30, 2023, we had $134.9 million in cash and cash equivalents and investments compared to $101.0 million on September 30, 2022, an increase of $33.9 million, or 34%.
Critical Accounting Estimates Our financial statements and accompanying notes are prepared in accordance with accounting principles generally accepted in the U.S. (“GAAP”). Preparing financial statements requires management to make estimates and assumptions that affect the reported amounts of assets, liabilities, stockholders’ equity, revenue, and expenses and related disclosure of contingent assets and liabilities. Management regularly evaluates its estimates and assumptions.
Critical Accounting Estimates Our discussion and analysis of our financial conditions and results of operations are based on our consolidated financial statements and accompanying notes, which have been prepared in accordance with accounting principles generally accepted in the U.S.
The increase in cash provided by operating activities during fiscal 2021 compared to fiscal 2020 was primarily due to an increase in contract assets of $7.8 million, $4.4 million of accretion and amortization related to the 2026 Notes which were issued in fiscal 2021, and an increase in amortization of intangibles expense of $1.1 million due to the ID R&D Acquisition.
The increase in cash provided by operating activities during fiscal 2023 compared to fiscal 2022 was primarily due to an increase in cash from collection of receivables of $23.3 million year over year due to improvements in our collections process, and an increase in other liabilities of $1.7 million.
Other income, net increased $0.1 million, to a net income of $0.7 million in 2021 compared to a net income of $0.5 million in 2020, primarily due to higher foreign currency exchange transactional gains in 2021 compared to 2020.
Other income (expense), net increased $4.2 million, to net income of $3.8 million in 2023 compared to net expense of $0.4 million in 2022, primarily due to higher interest income net of amortization of $2.5 million, a favorable outcome in the Instacart Lawsuit (as defined below) of $1.4 million, and higher realized gains on the sale of marketable securities of $0.3 million in 2023 compared to 2022.