Biggest changeThe following table sets forth our results of operations for the periods presented: Year ended December 31, 2022 2021 2020 (in thousands, except per share data) Revenue $ 169,495 $ 142,835 $ 88,072 Cost of revenue, net (1) 62,669 53,693 32,414 Gross margin 106,826 89,142 55,658 Operating expenses: Research and development (1) 13,692 10,988 6,728 General and administrative (1) 58,490 60,742 33,372 Sales and marketing (1) 49,876 27,664 9,888 Total operating expenses 122,058 99,394 49,988 (Loss) income from operations (15,232) (10,252) 5,670 Interest and other expenses, net (5,411) (3,480) (2,718) (Loss) income before income taxes (20,643) (13,732) 2,952 (Provision for) benefit from income taxes (6,366) 174 (4,662) Net loss attributable to Class A, LT10 and LT50 common stockholders $ (27,009) $ (13,558) $ (1,710) Net loss per share attributable to Class A, LT10 and LT50 common stockholders: Basic $ (0.33) $ (0.36) $ (0.06) Diluted $ (0.33) $ (0.36) $ (0.06) Weighted-average shares of common stock used to compute net (loss) income per share attributable to Class A, LT10 and LT50 common stockholders: Basic 80,786,725 38,039,222 27,424,480 Diluted 80,786,725 38,039,222 27,424,480 Net loss margin (16) % (9) % (2) % (1) Includes stock-based compensation expense as follows: Year ended December 31, 2022 2021 2020 (in thousands) Cost of revenue, net $ 18,403 $ 4,115 $ 2,272 Research and development 7,875 1,617 2,469 General and administrative 17,850 7,356 12,648 Sales and marketing 8,204 1,486 448 Total stock-based compensation expense $ 52,332 $ 14,574 $ 17,837 74 Table of Contents COMPARISON OF THE YEARS ENDED DECEMBER 31, 2022 AND 2021 Revenue Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Revenue $ 169,495 $ 142,835 $ 26,660 19 % Revenue increased $26.7 million, or 19%, for the year ended December, 31, 2022 compared to the same period in 2021, primarily due to (i) an increase in the number of paid members and reimbursement activity, which was the result of the normalization of business travel and higher rates of returning to office compared to the same period in 2021 and (ii) an increase in average fees per paid member due to an increase in the number of pay-per-use members, who have a higher average fee per member than our annual members, compared to the same period in 2021.
Biggest changeThe following table sets forth our results of operations for the periods presented: Year ended December 31, 2023 2022 (in thousands, except per share data) Revenue $ 150,687 $ 169,495 Cost of revenue, net(1) 66,888 62,669 Gross margin 83,799 106,826 Operating expenses: Research and development(1) 23,368 13,692 General and administrative(1) 49,228 58,490 Sales and marketing(1) 44,352 49,876 Total operating expenses 116,948 122,058 Loss from operations (33,149) (15,232) Interest and other expenses, net (5,327) (5,411) Loss before income taxes (38,476) (20,643) (Provision for) benefit from income taxes (2,980) (6,366) Net loss $ (41,456) $ (27,009) Net loss per share: Basic and diluted $ (0.50) $ (0.33) Weighted average shares of common stock used to compute net loss per share: Basic and diluted 82,493,226 80,786,725 Net loss margin (28) % (16) % (1) Includes stock-based compensation expense as follows: Year ended December 31, 2023 2022 (in thousands) Cost of revenue, net $ 13,868 $ 18,403 Research and development 10,870 7,875 General and administrative 9,842 17,850 Sales and marketing 6,632 8,204 Total stock-based compensation expense $ 41,212 $ 52,332 74 Table of Contents COMPARISON OF THE YEARS ENDED DECEMBER 31, 2023 AND 2022 Revenue Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Revenue $ 150,687 $ 169,495 $ (18,808) (11) % Revenue decreased $18.8 million, or 11%, for the year ended December, 31, 2023 compared to the same period in 2022, primarily due to (i) a decrease in billable activity across our user base, including a decrease in pay-per-use billable activity which has a higher average fee per member than our annual members, and (ii) an increase in contra revenue related to cashback payments driven by the increased adoption and spend captured from members using the Expensify Card.
Loan and Security Agreement In September 2021, we amended and restated our loan and security agreement with CIBC ("2021 Amended Term Loan") to refinance the existing non-amortizing and amortizing term loans, establish a single term loan of up to $75.0 million, consisting of a $45.0 million initial term loan effective immediately with an option to enter into an additional $30.0 million delayed term loan, and increase the monthly revolving line of credit to $25.0 million.
Loan and Security Agreement In September 2021, we amended and restated our loan and security agreement with CIBC (the "2021 Amended Term Loan") to refinance the existing non-amortizing and amortizing term loans, establish a single term loan of up to $75.0 million, consisting of a $45.0 million initial term loan effective immediately with an option to enter into an additional $30.0 million delayed term loan, and increase the monthly revolving line of credit to $25.0 million.
The Company may repurchase shares from time to time through open market purchases, in privately negotiated transactions or by other means, including the use of trading plans intended to qualify under Rule 10b5-1 of the Securities Exchange Act of 1934, in accordance with applicable securities laws and other restrictions.
The Company may repurchase shares from time to time through open market purchases, in privately negotiated transactions or by other means, including the use of trading plans intended to qualify under Rule 10b5-1 of the Exchange Act, in accordance with applicable securities laws and other restrictions.
General and Administrative General and administrative expenses primarily consist of personnel-related expenses, including stock-based compensation, for any employee time allocated to administrative functions, including finance and accounting, legal and human resources.
General and Administrative General and administrative expenses primarily consist of personnel-related expenses, including stock-based compensation, for any employee time allocated to administrative functions, including finance and accounting, legal and compliance, and human resources.
We believe an additional factor that drives our retention rates is that SMBs generally re-evaluate their technology solutions less frequently, and as such, there is rarely a conscious choice to choose to continue using Expensify for another year. Gross logo retention and net seat retention are important indicators of customer satisfaction and usage of our platform.
We believe an additional factor that drives our retention rates is that SMBs generally re-evaluate their technology solutions less frequently, and as such, there is rarely a conscious choice around whether to choose to continue using Expensify for another year. Gross logo retention and net seat retention are important indicators of customer satisfaction and usage of our platform.
CREDIT FACILITIES Amortizing Term Mortgage In August 2019, we entered into an $8.3 million amortizing term mortgage agreement with CIBC for our commercial building in Portland, Oregon. The agreement requires interest and principal payments to be made each month over a 30-year period.
CREDIT FACILITIES Amortizing Term Mortgage In August 2019, we entered into an $8.3 million amortizing term mortgage agreement with CIBC for our commercial building in Portland, Oregon. The agreement requires interest and principal payments to be made each month over a five-year period.
Cost of Revenue, Net Cost of revenue, net primarily consists of expenses related to hosting our service, including the costs of data center capacity, credit card processing fees, third-party software license fees, outsourcing costs to support customer service and outsourcing costs to support and process our patented scanning technology, net of consideration from a vendor.
Cost of Revenue, Net Cost of revenue, net primarily consists of expenses related to hosting our service, including the costs of data center capacity, credit card processing fees, third-party software license fees, outsourcing costs to support customer service and outsourcing costs to support our patented scanning technology SmartScan, net of consideration from a vendor.
In order to continue to grow, we believe we must continue prioritizing investments in our platform to delight our members and drive viral expansion. CONTINUING TO CONVERT FREE MEMBERS Our success depends on converting users who try the free aspects of the Expensify platform into paid members.
In order to continue to grow, we believe we must continue prioritizing investments in our platform to delight our members and drive viral expansion. CONVERTING FREE MEMBERS Our success depends on converting users who try the free aspects of the Expensify platform into paid members.
We calculate our gross logo retention rate as of the end of a period by using (a) the number of distinct companies who have ever had five or more paid members paying for a subscription 69 Table of Contents during the period ending one year prior as the denominator and (b) the number of those same companies that are still paying for at least one subscription during the more recent period as the numerator.
We calculate our gross logo retention rate as of the end of a period by using (a) the number of distinct companies who have ever had five or more paid members paying for a subscription during the period ending one year prior as the denominator and (b) the number of those same companies that are still paying for at least one subscription during the more recent period as the numerator.
The effective income tax rate differs from the statutory rate in 2022 primarily due to nondeductible stock-based compensation, the compensation limitations imposed by Internal Revenue Code ("IRC") Section 162(m), and the change in the valuation allowance.
The effective income tax rate differs from the statutory rate in 2023 primarily due to nondeductible stock-based compensation, the change in the valuation allowance, and the compensation limitations imposed by Internal Revenue Code ("IRC") Section 162(m).
We define a customer as any member who pays for themselves and zero or more other members, grouped into one or more "expense policies." This might be an individual, an entire company, or a department of 68 Table of Contents a larger company. The definition of customer inherently excludes sole proprietors on Track or Submit plans.
We define a customer as any member who pays for themselves and zero or more other members, grouped into one or more "expense policies." This might be an individual, an entire company, or a department of a larger company. The definition of customer inherently excludes sole proprietors on Track or Submit plans.
At most companies, not every employee generates expenses that would be submitted via an expense report on a monthly basis. As we add additional features that are used by all employers, we have the potential to monetize the segment of our customers’ employees that are not submitting expense reports.
At most companies, not every employee generates expenses that would be submitted via an expense report on a monthly basis. As we add additional features that are used 69 Table of Contents by all employers, we have the potential to monetize the segment of our customers’ employees that are not submitting expense reports.
EMPLOYEE AND EMPLOYEE-RELATED EXPENSES Allocating our employee and employee-related expenses, which consist of contractor costs, employee salary and wages, stock-based compensation and travel and other employee-related costs, to their appropriate financial statement line items on the Consolidated Statements of Operations, requires us to make estimates and judgments as a result of our generalist model and organizational structure.
EMPLOYEE AND EMPLOYEE-RELATED EXPENSES Allocating our employee and employee-related expenses, which consist of contractor costs, employee salary and wages, stock-based compensation and travel and other employee-related costs, to their appropriate financial statement line items on the Consolidated Statements of Operations, requires us to 83 Table of Contents make estimates and judgments as a result of our generalist model and organizational structure.
A discussion of 2020 items and year-to-year comparisons between 2021 and 2020 can be found in "Management’s Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2021, filed with the SEC on March 31, 2022.
A discussion of 2021 items and year-to-year comparisons between 2022 and 2021 can be found in "Management’s Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2022, filed with the SEC on March 8, 2023.
We are focused on profitable growth and we consider adjusted EBITDA to be an important measure because it 78 Table of Contents helps illustrate underlying trends in our business that could otherwise be masked by the effect of the income or expenses that are not indicative of the core operating performance of our business.
We are focused on profitable growth and we consider adjusted EBITDA to be an important measure because it helps illustrate underlying trends in our business that could otherwise be masked by the effect of the income or expenses that are not indicative of the core operating performance of our business.
Key Factors Affecting Our Performance Our performance depends on many factors, including the following: INVESTING IN PRODUCT-LED GROWTH We are focused on continuing to grow the number of paid members on our platform. Relative to other software companies, we invest more in product development and less in sales.
Key Factors Affecting Our Performance Our performance depends on many factors, including the following: INVESTING IN PRODUCT-LED GROWTH We are focused on growing the number of paid members on our platform. Relative to other software companies, we invest more in product development and less in sales.
The actual timing, manner, price and total amount of future repurchases will depend on a variety of factors, including business, economic and market conditions, corporate and regulatory requirements, prevailing stock prices, restrictions under the terms of loan agreements and other considerations.
The actual timing, manner, price and total amount of future repurchases will depend on a variety of factors, 80 Table of Contents including business, economic and market conditions, corporate and regulatory requirements, prevailing stock prices, restrictions under the terms of loan agreements and other considerations.
This investment in product allows us to develop easy-to-use but powerful features that encourage adoption of our platform. Our ability to grow our paid members depends on our viral, bottom-up adoption cycle that starts with an individual employee.
This investment in product allows us to develop easy-to-use but powerful features that encourage adoption of our platform. Our ability to grow our paid members depends on our viral, bottom-up adoption cycle that starts with an individual 68 Table of Contents employee.
Prior to the IPO, the fair value of common stock was determined by the Board of Directors based on a number of factors, including independent third-party valuations of our common stock, which considered estimates of our future performance and valuations of comparable companies.
Prior to the IPO, the fair value of common stock was determined by the Board of Directors based on a number of factors, including independent third-party valuations of our common stock, which considered estimates of our future performance and valuations of 84 Table of Contents comparable companies.
The following discussion and analysis of our financial condition and results of operations generally discusses 2022 and 2021 items and year-to-year comparisons between 2022 and 2021.
The following discussion and analysis of our financial condition and results of operations generally discusses 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
While our viral model means that employees or contractors often introduce Expensify into SMBs, companies subscribe and pay for the majority of our paid members. INVESTING TO MAINTAIN MARKET CONSENSUS Our viral and word-of-mouth adoption model is effective in part because we have established ourselves as a recognized leader in expense management for SMBs.
While our viral model means that employees or contractors often introduce Expensify into small and medium-sized businesses (“SMBs"), companies subscribe and pay for the majority of our paid members. INVESTING TO MAINTAIN MARKET CONSENSUS Our viral and word-of-mouth adoption model is effective in part because we have established ourselves as a recognized leader in expense management for SMBs.
See Note 7 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for further information. 82 Table of Contents Certain Covenants We are subject to customary covenants under the 2021 Amended Term Loan, which unless waived by CIBC, restrict our and our subsidiaries' ability to, among other things incur additional indebtedness, create or incur liens, permit a change of control, merge or consolidate with other companies, sell or transfer assets, pay dividends or make distributions, make acquisitions, investments or loans, or payments and prepayments of subordinated indebtedness, subject to certain exceptions.
See Note 7 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for further information. 81 Table of Contents Certain Covenants As of December 31, 2023, we were subject to customary covenants under the 2021 Amended Term Loan, which unless waived by CIBC, restrict our and our subsidiaries' ability to, among other things incur additional indebtedness, create or incur liens, permit a change of control, merge or consolidate with other companies, sell or transfer assets, pay dividends or make distributions, make acquisitions, investments or loans, or payments and prepayments of subordinated indebtedness, subject to certain exceptions.
In addition to personnel-related expenses, general and administrative expenses consist of rent, utilities, depreciation on property and equipment, amortization 72 Table of Contents of operating right-of-use assets and external professional services, including accounting, audit, tax, finance, legal and compliance, human resources and information technology.
In addition to personnel-related expenses, general and administrative expenses consist of rent, utilities, depreciation on property and equipment, amortization of operating lease right-of-use assets, information technology and external professional services, including finance and accounting, audit, tax, legal and compliance, and human resources.
We follow the asset and liability method of accounting for income taxes, whereby we recognize deferred income taxes for the tax consequences of temporary differences between the financial statement carrying amounts and the tax basis of the assets and liabilities.
We follow the asset and liability method of accounting for income taxes, whereby we recognize deferred income taxes for the tax consequences of temporary differences between the financial statement carrying amounts and the tax 76 Table of Contents basis of the assets and liabilities.
Share Repurchase Program 81 Table of Contents On May 10, 2022, the Executive Committee approved a share repurchase program with authorization to purchase up to $50.0 million of shares of Class A common stock ("2022 Share Repurchase Program").
Share Repurchase Program On May 10, 2022, the Executive Committee approved a share repurchase program with authorization to purchase up to $50.0 million of shares of Class A common stock ("2022 Share Repurchase Program").
In 2022 and 2021, our net seat retention was 108% and 93%, respectively. Our growth will depend on our ability to continue to retain existing customers. INTRODUCING FEATURES TO EXPAND OUR RELATIONSHIP WITH EXISTING CUSTOMERS We fully launched the Expensify Card in 2020 and, despite pullback in corporate expenses with the COVID-19 pandemic, customers began adopting the card.
In 2023 and 2022, our net seat retention was 99% and 108%, respectively. Our growth will depend on our ability to retain existing customers. INTRODUCING FEATURES TO EXPAND OUR RELATIONSHIP WITH EXISTING CUSTOMERS We fully launched the Expensify Card in 2020 and, despite pullback in corporate expenses with the COVID-19 pandemic, customers began adopting the card.
Valuation allowances are recorded to reduce deferred tax assets when it is more likely than not that a tax benefit will not be realized. During the years ended December 31, 2022 and 2021, we recorded an incremental valuation allowance of $2.8 million and $2.5 million, respectively.
Valuation allowances are recorded to reduce deferred tax assets when it is more likely than not that a tax benefit will not be realized. During the years ended December 31, 2023 and 2022, we recorded an incremental valuation allowance of $3.7 million and $2.8 million, respectively.
We deploy large scale brand advertising to promote our platform superiority and create market consensus that Expensify is the category leader for expense management software. Additionally, in 2023 we are hosting our third ExpensiCon, an invite-only, all-expenses paid industry conference, with the goal of increasing our market consensus among our Approved! Accounting partners and increasing adoption of our platform.
We deploy large scale brand advertising to promote our platform strength and create market consensus that Expensify is a category leader for expense management software. Additionally, in 2023 we hosted our third ExpensiCon, an invite-only, all-expenses paid industry conference, with the goal of increasing our market consensus among our Approved! Accounting partners and increasing adoption of our platform.
KEY BUSINESS METRICS Paid Members 77 Table of Contents We believe that our ability to increase the number of paid members on our platform will drive our success as a business. Companies pay for subscriptions on behalf of employees and contractors who use the platform, whom we refer to as paid members.
KEY BUSINESS METRICS Paid Members We believe that our ability to increase the number of paid members on our platform will drive our success as a business. Our customers pay for subscriptions on behalf of employees and contractors who use the platform, whom we refer to as paid members.
Since our founding in 2008, we have added over 12 million members to our community and processed and automated over 1.4 billion expense transactions on our platform as of December 31, 2022, freeing people to spend less time managing expenses and more time doing the things they love.
Since our founding in 2008, we have added over 15 million members to our community and processed and automated over 1.5 billion expense transactions on our platform as of December 31, 2023, freeing people to spend less time managing expenses and more time doing the things they love.
The provision for income taxes reflects taxable income earned and taxed in U.S. federal and state, and non-U.S. jurisdictions. Our effective income tax rate was (30.8)% and 1.3%, for the years ended December 31, 2022 and 2021, respectively.
The provision for income taxes reflects taxable income earned and taxed in U.S. federal and state, and non-U.S. jurisdictions. Our effective income tax rate was (7.7)% and (30.8)%, for the years ended December 31, 2023 and 2022, respectively.
The effective income tax rate differs from the statutory rate in 2021 primarily due to the compensation limitations imposed by IRC Section 162(m), establishing the valuation allowance, and stock-based compensation.
The effective income tax rate differs from the statutory rate in 2022 primarily due to nondeductible stock-based compensation, the compensation limitations imposed by IRC Section 162(m), and the change in the valuation allowance.
In November 2021, upon completion of our IPO, we received aggregate net proceeds of approximately $57.5 million after deducting underwriting discounts and commissions of approximately $4.9 million and offering costs of approximately $8.0 million. As of December 31, 2022, we had $103.8 million in cash and cash equivalents. As of December 31, 2022, we had $67.3 million in outstanding indebtedness.
In November 2021, upon completion of our IPO, we received aggregate net proceeds of approximately $57.5 million after deducting underwriting discounts and commissions of approximately $4.9 million and offering costs of approximately $8.0 million. As of December 31, 2023, we had $47.5 million in cash and cash equivalents. As of December 31, 2023, we had $22.7 million in outstanding indebtedness.
For the year ended December 31, 2022, an average of 779,000 paid members across 53,000 companies and over 200 countries and territories used Expensify to make money easy.
For the year ended December 31, 2023, an average of 719,000 paid members across an average of 47,000 companies and over 200 countries and territories used Expensify to make money easy.
If we fail to perform our obligations under these and other covenants, CIBC’s credit commitments could be terminated and any outstanding borrowings, together with accrued interest, under the credit or loan agreements could be declared immediately due and payable. As of December 31, 2022, we were not in compliance with all of our debt covenants.
If we fail to perform our obligations under these and other covenants, CIBC’s credit commitments could be terminated and any outstanding borrowings, together with accrued interest, under the credit or loan agreements could be declared immediately due and payable.
(Provision for) Benefit from Income Taxes Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) (Provision for) benefit from income taxes $ (6,366) $ 174 $ (6,540) (3,759) % We recorded a provision for income taxes of $6.4 million for the year ended December 31, 2022 compared to a $0.2 million benefit from income taxes for the year ended December 31, 2021.
Provision for Income Taxes Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Provision for income taxes $ (2,980) $ (6,366) $ 3,386 (53) % We recorded a provision for income taxes of $3.0 million for the year ended December 31, 2023 compared to a $6.4 million provision for income taxes for the year ended December 31, 2022.
Due to the nature of the vendor agreement, we do not record the Expensify interchange amount as revenue. Instead, the net of the Expensify interchange amount and vendor fees are paid to us, and we record it as "Consideration from a vendor, net," a contra 71 Table of Contents expense in Cost of revenue, net.
Instead, the net of the Expensify interchange amount and vendor fees are paid to us, which we record as "Consideration from a 71 Table of Contents vendor, net," a contra expense in Cost of revenue, net in the Consolidated Statements of Operations.
We expect that general and administrative expenses will continue to increase as we scale our business and as we incur additional costs associated with being a publicly traded company, including legal, audit, business insurance and consulting fees.
We expect that general and administrative expenses will remain consistent as it relates to costs associated with being a publicly traded company, including legal, audit, business insurance and consulting fees.
CASH FLOWS FROM FINANCING ACTIVITIES During the year ended December 31, 2022, net cash used in financing activities was $8.3 million, primarily consisting of payments for employee taxes withheld from stock-based awards and the repurchase and retirement of common stock partially offset by proceeds from common stock purchased under our 2021 Stock Purchase and Matching Plan and proceeds from the issuance of common stock on exercises of stock options.
CASH FLOWS FROM FINANCING ACTIVITIES During the year ended December 31, 2023, net cash used in financing activities was $45.3 million, primarily consisting of principal payments on the 2021 Amended Term Loan, the repurchase and retirement of common stock, and payment for employees taxes withheld from stock-based awards, which was partially offset by proceeds from common stock purchased under the Company's 2021 Stock Purchase and Matching Plan ("Matching Plan").
The remaining proceeds from the initial term loan were utilized to fund our normal business operations. Under the 2021 Amended Term Loan, the initial term loan of $45.0 million is payable over a 60 month period with principal and accrued interest payments due each quarter thereafter, which commenced with the first payment due on September 30, 2021.
Under the 2021 Amended Term Loan, the initial term loan of $45.0 million was payable over a 60-month period with principal and accrued interest payments due each quarter thereafter, which commenced with the first payment due on September 30, 2021. Quarterly principal payments were fixed and escalate throughout the term.
The cashback rewards fluctuate over time as customers meet eligibility requirements in conjunction with the applicable SaaS subscription tier of each customer and the timing of payments made to customers.
Cashback rewards liability is recorded within Accrued expenses and other liabilities on the Consolidated Balance Sheets. The cashback rewards fluctuate over time as customers meet eligibility requirements in conjunction with the applicable SaaS subscription tier of each customer and the timing of payments made to customers.
In both 2022 and 2021, our annual gross logo retention was 83%.
In 2023 and 2022, our annual gross logo retention was 74% and 83%, respectively.
CASH FLOWS FROM INVESTING ACTIVITIES During the year ended December 31, 2022, net cash used in investing activities was $2.2 million, primarily consisting of software development costs and the purchase of property and equipment related to multiple booth constructions for marketing conferences.
CASH FLOWS FROM INVESTING ACTIVITIES During the year ended December 31, 2023, net cash used in investing activities was $7.3 million, primarily consisting of software development costs and the purchase of property and equipment.
The term loan and revolving line of credit mature in September 2026 and September 2024, respectively. Approximately $23.5 million of the loan proceeds were used to immediately repay the remaining balances under the amortizing and non-amortizing term loans at the time of the amendment, as well as commitment fees and other debt issuance costs associated with the amendment.
Approximately $23.5 million of the loan proceeds were used to immediately repay the remaining balances under the amortizing and non-amortizing term loans at the time of the amendment, as well as commitment fees and other debt issuance costs associated with the amendment. The remaining proceeds from the initial term loan were utilized to fund our normal business operations.
Interest accrues at a fixed rate of 5.00% per year until August 2024, at which point the interest rate changes to the Wall Street Journal Prime Rate less 0.25% for the remaining term of the mortgage. The borrowings are secured by the building. The outstanding balance of the amortizing term mortgage was $7.8 million as of December 31, 2022.
Interest accrues at a fixed rate of 5.00% per year until August 2024, at which point the remaining outstanding principal balance on the amortizing term mortgage is due in full. The borrowings are secured by the building. The outstanding balance of the amortizing term mortgage was $7.7 million as of December 31, 2023.
Sales and Marketing Sales and marketing expenses primarily consist of personnel-related expenses, including stock-based compensation, advertising expenses, branding and public relations expenses and referral fees for strategic partners and other benefits that we provide to our referral and affiliate partners. We expect sales and marketing expenses will increase as we expand our sales efforts to pursue our market opportunity.
Sales and Marketing Sales and marketing expenses primarily consist of personnel-related expenses, including stock-based compensation, advertising expenses, depreciation on property and equipment, outsourcing costs for sales and product demos, branding and public relations expenses, referral fees for strategic partners and other benefits that we provide to our referral and affiliate partners.
CASH FLOWS 80 Table of Contents The following table summarizes our cash flows for the periods indicated: Year ended December 31, 2022 2021 2020 (in thousands) Net cash provided by operating activities $ 32,876 $ 5,486 $ 7,585 Net cash used in investing activities (2,199) (7,614) (4,295) Net cash (used in) provided by financing activities (8,282) 80,565 8,787 Net increase in cash and cash equivalents and restricted cash $ 22,395 $ 78,437 $ 12,077 CASH FLOWS FROM OPERATING ACTIVITIES Net cash provided by operating activities was $32.9 million for the year ended December 31, 2022 as compared to $5.5 million for the same period in 2021.
CASH FLOWS The following table summarizes our cash flows for the periods indicated: Year ended December 31, 2023 2022 (in thousands) Net cash provided by operating activities $ 1,559 $ 32,876 Net cash used in investing activities (7,294) (2,199) Net cash (used in) provided by financing activities (45,317) (8,282) Net (decrease) increase in cash and cash equivalents and restricted cash $ (51,052) $ 22,395 CASH FLOWS FROM OPERATING ACTIVITIES Net cash provided by operating activities was $1.6 million for the year ended December 31, 2023 as compared to $32.9 million for the same period in 2022.
Quarter ended Paid members (in thousands) March 31, 2020 742 June 30, 2020 630 September 30, 2020 633 December 31, 2020 645 March 31, 2021 631 June 30, 2021 639 September 30, 2021 667 December 31, 2021 711 March 31, 2022 706 June 30, 2022 754 September 30, 2022 761 December 31, 2022 779 NON-GAAP FINANCIAL MEASURES Limitations of Non-GAAP Financial Measures Non-GAAP financial measures have limitations as analytical tools and should not be considered in isolation or as substitutes for financial information presented under GAAP.
The following table sets forth the average number of paid members for the quarters ended March 31, 2022 through December 31, 2023 (in thousands): Quarter ended Paid members March 31, 2022 706 June 30, 2022 754 September 30, 2022 761 December 31, 2022 779 March 31, 2023 747 June 30, 2023 742 September 30, 2023 719 December 31, 2023 719 77 Table of Contents NON-GAAP FINANCIAL MEASURES Limitations of Non-GAAP Financial Measures Non-GAAP financial measures have limitations as analytical tools and should not be considered in isolation or as substitutes for financial information presented under GAAP.
The outstanding balances of the 2021 Amended Term Loan and revolving line of credit were $44.4 million and $15.0 million, respectively, as of December 31, 2022.
The borrowings are secured by substantially all of the Company’s assets. The outstanding balances of the 2021 Amended Term Loan and revolving line of credit were $0.0 million and $15.0 million, respectively, as of December 31, 2023.
Recent Accounting Pronouncements See Note 2 to our consolidated financial statements in this Annual Report on Form 10-K for recently adopted accounting pronouncements.
Refer to Note 9 to our consolidated financial statements in this Annual Report on Form 10-K for further detail over stock-based compensation and our stock incentive plans. Recent Accounting Pronouncements See Note 2 to our consolidated financial statements in this Annual Report on Form 10-K for recently issued accounting pronouncements.
Annual subscription customers who wish to terminate their contracts before the end of the term are required to pay the remaining obligation in full plus any fees or penalties set forth in the agreement. In May 2020, we updated our terms of service whereby annual contracts became non-cancelable.
Annual subscription customers who wish to terminate their contracts before the end of the term are required to pay the remaining obligation in full plus any fees or penalties set forth in the agreement. We charge our customers subscription fees for access to our platform based on the number of monthly active members and level of service.
See Note 2 to our consolidated financial statements included in this Annual Report on Form 10-K for further information. 70 Table of Contents Components of Results of Operations Revenue We generate revenue from subscription fees based on the usage of our cloud-based expense management software platform under arrangements paid monthly in arrears that are either month-to-month which can be terminated by either party without penalty at any time or annual arrangements based on a minimum number of monthly members.
Additionally, other potential challenging macroeconomic conditions, and the resulting impact on business continuity and travel, could negatively impact our business. 70 Table of Contents Components of Results of Operations Revenue We generate revenue from subscription fees based on the usage of our cloud-based expense management software platform under arrangements paid monthly in arrears that are either (i) month-to-month and can be terminated by either party without penalty at any time or (ii) annual arrangements based on a minimum number of monthly members.
We began offering a cashback rewards program to all customers based on volume of Expensify Card transactions and software as a service ("SaaS") subscription tier in August 2021. Cashback rewards are earned on a monthly basis and are paid out the following month.
We recognize revenue net of applicable taxes imposed on the related transaction. We offer a cashback rewards program to all customers based on volume of Expensify Card transactions and software as a service ("SaaS") subscription tier. Cashback rewards are earned on a monthly basis and are applied against outstanding customer receivables or are paid out the following month.
All RSUs granted to employees after the effectiveness of the IPO Registration Statement are measured based on the fair value of the underlying common stock on the grant date, which is determined by the closing price, on the date of the grant, of our Class A common stock, which is traded on the Nasdaq Global Select Market. 86 Table of Contents Refer to Note 9 to our consolidated financial statements in this Annual Report on Form 10-K for further detail over stock-based compensation and our stock incentive plans.
All RSUs granted to employees after the effectiveness of the IPO Registration Statement are measured based on the fair value of the underlying common stock on the grant date, which is determined by the closing price, on the date of the grant, of our Class A common stock, which is traded on the Nasdaq Global Select Market.
A contract asset is the right to consideration for transferred goods or services and arises when the amount of revenue recognized exceeds amounts billed to a customer.
A contract asset is the right to consideration for transferred goods or services and arises when the amount of revenue recognized exceeds amounts billed to a customer. Since our performance obligation is satisfied monthly, at any reporting period, we have no unsatisfied, or partially unsatisfied, performance obligations.
We are focused on profitable growth and we consider non-GAAP net income to be an important measure because it helps illustrate underlying trends in our business that could otherwise be masked by the effect of stock-based compensation and the one-time IPO-related discretionary cash bonus costs. Both expenses are not considered indicative of the core operating performance of our business.
We define non-GAAP net income margin as non-GAAP net income divided by total revenue for the same period. We are focused on profitable growth and we consider non-GAAP net income to be an important measure because it helps illustrate underlying trends in our business that could otherwise be masked by the effect of stock-based compensation.
Contractual Obligations and Commitments The following table summarizes our contractual obligations and commitments as of December 31, 2022: Payments due by period (in thousands) Less than 1 year 1-3 years More than 3 years Total Principal payments on debt $ 595 $ 59,467 $ 7,191 $ 67,253 Interest payments on debt $ 4,920 $ 13,501 $ 352 $ 18,773 Finance lease commitments $ 476 $ — $ — $ 476 Operating lease commitments $ 332 $ — $ — $ 332 Total $ 6,323 $ 72,968 $ 7,543 $ 86,834 Indemnification Agreements In the ordinary course of business, we enter into agreements of varying scope and terms whereby we agree to indemnify customers, issuing banks, card networks, vendors and other parties with respect to certain matters, including, but not limited to, losses arising out of the breach of such agreements, services to be provided by us or from intellectual property infringement claims made by third parties.
We expect to be in compliance with all debt covenants pursuant to the 2024 Amended Term Loan by the end of the fiscal quarter ended March 31, 2024. 82 Table of Contents Contractual Obligations and Commitments The following table summarizes our contractual obligations and commitments as of December 31, 2023: Payments due by period (in thousands) Less than 1 year 1-3 years More than 3 years Total Principal payments on debt $ 22,671 $ — $ — $ 22,671 Interest payments on debt $ 1,677 $ — $ — $ 1,677 Finance lease commitments $ 153 $ 255 $ — $ 408 Operating lease commitments $ 838 $ 3,130 $ 5,562 $ 9,530 Total $ 25,339 $ 3,385 $ 5,562 $ 34,286 Indemnification Agreements In the ordinary course of business, we enter into agreements of varying scope and terms whereby we agree to indemnify customers, issuing banks, card networks, vendors and other parties with respect to certain matters, including, but not limited to, losses arising out of the breach of such agreements, services to be provided by us or from intellectual property infringement claims made by third parties.
We generate most of our revenue from customers who have a credit card or debit card on file with us that is automatically charged each month. Virtually all of our customers have a standard terms of service contract, with the few exceptions on bespoke service contracts.
The contractual price is based on either negotiated fees or rates published on our website. We generate most of our revenue from customers who have a credit card or debit card on file with us that is automatically charged each month.
These increases were partially offset by $5.0 million in IPO-related bonus costs impacting the year ended December 31, 2021. 76 Table of Contents Interest and Other Expenses, Net Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Interest and other expenses, net $ (5,411) $ (3,480) $ (1,931) 55 % Interest and other expenses, net increased by $1.9 million, or 55% for the year ended December 31, 2022 compared to the same period in 2021 primarily due to increased interest expense under the 2021 Amended Term Loan (as defined below) and revolving line of credit facility as a result of increases in CIBC's reference rate and increased foreign currency losses resulting from the strengthening U.S. dollar.
Interest and Other Expenses, Net Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Interest and other expenses, net $ (5,327) $ (5,411) $ 84 (2) % Interest and other expenses, net decreased by $0.1 million, or 2%, for the year ended December 31, 2023 compared to the same period in 2022 primarily due to a reduction in foreign currency losses partially offset by an increase in interest expense incurred under the 2021 Amended Term Loan (as defined below) due to increases in CIBC's reference rate.
Cost of Revenue, Net and Gross Margin Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Cost of revenue, net $ 62,669 $ 53,693 $ 8,976 17 % Gross margin $ 106,826 $ 89,142 $ 17,684 20 % Gross margin % 63 % 62 % Cost of revenue, net increased by $9.0 million, or 17%, for the year ended December 31, 2022 compared to the same period in 2021.
Cost of Revenue, Net and Gross Margin Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Cost of revenue, net $ 66,888 $ 62,669 $ 4,219 7 % Gross margin $ 83,799 $ 106,826 $ (23,027) (22) % Gross margin % 56 % 63 % Cost of revenue, net increased by $4.2 million, or 7%, for the year ended December 31, 2023 compared to the same period in 2022.
We satisfy our performance obligation over time each month as it provides the SaaS and support services to customers and as such generally recognizes revenue monthly based on the number of monthly members and contractual rate per member. 84 Table of Contents Certain annual contracts provide the customer the option to increase the minimum number of members and extend the contract term on a prospective basis or to purchase members beyond the minimum contracted number of members at a higher rate for a particular month.
We satisfy our performance obligation over time each month as it provides the SaaS and support services to customers and as such generally recognizes revenue monthly based on the number of monthly members and contractual rate per member.
Year ended December 31, 2022 2021 2020 (in thousands, except percentages) Adjusted EBITDA $ 42,488 $ 9,519 $ 26,755 Adjusted EBITDA margin 25 % 7 % 30 % Non-GAAP Net Income and Non-GAAP Net Income Margin We define non-GAAP net income as net loss from operations in accordance with GAAP excluding stock-based compensation and bonus costs related to our IPO, which we consider to be the discretionary cash bonuses paid to our employees during 2021.
Year ended December 31, 2023 2022 (in thousands, except percentages) Adjusted EBITDA $ 13,174 $ 42,488 Adjusted EBITDA margin 9 % 25 % Non-GAAP Net Income and Non-GAAP Net Income Margin We define non-GAAP net income as net loss from operations in accordance with GAAP excluding stock-based compensation.
The vendor keeps a portion of the interchange for their services, and our agreement with the vendor results in us receiving the remainder of the interchange less the amount retained by the vendor (our remainder portion, "Expensify interchange amount"). The vendor also charges us fees ("vendor fees") for the services it provides to us.
The vendor is contractually entitled to the interchange through its relationships with the card network and card issuing bank. The vendor keeps a portion of the interchange for their services, and our agreement with the vendor results in us receiving the remainder of the interchange (our remainder portion, "Expensify interchange amount").
No demands have been made upon us to provide indemnification under such agreements and there are no claims that we are aware of that could have a material effect on our Consolidated Balance Sheets, Consolidated Statements of Operations, Consolidated Statements of Convertible Preferred Stock and Stockholders' Equity (Deficit), or Consolidated Statements of Cash Flows. 83 Table of Contents Off-Balance Sheet Arrangements During the periods presented, we did not have, and we do not currently have, any off-balance sheet financing arrangements or any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Off-Balance Sheet Arrangements During the periods presented, we did not have, and we do not currently have, any off-balance sheet financing arrangements or any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Year ended December 31, 2022 2021 2020 (in thousands, except percentages) Non-GAAP net income $ 25,323 $ 49,432 $ 16,127 Non-GAAP net income margin 15 % 35 % 18 % Reconciliations of Non-GAAP Financial Measures The following tables reconcile the most directly comparable GAAP financial measure to each of these non-GAAP financial measures. 79 Table of Contents Adjusted EBITDA and Adjusted EBITDA Margin Year ended December 31, 2022 2021 2020 (in thousands, except percentages) Net loss $ (27,009) $ (13,558) $ (1,710) Net loss margin (16) % (9) % (2) % Add: Provision for (benefit from) income taxes 6,366 (174) 4,662 Interest and other expenses, net 5,411 3,480 2,718 Depreciation and amortization 5,388 5,197 3,248 Stock-based compensation 52,332 14,574 17,837 Adjusted EBITDA $ 42,488 $ 9,519 $ 26,755 Adjusted EBITDA margin 25 % 7 % 30 % Non-GAAP net income and non-GAAP net income margin Year ended December 31, 2022 2021 2020 (in thousands, except percentages) Net loss $ (27,009) $ (13,558) $ (1,710) Net loss margin (16) % (9) % (2) % Add: Stock-based compensation 52,332 14,574 17,837 IPO-related bonus expense — 48,416 — Non-GAAP net income $ 25,323 $ 49,432 $ 16,127 Non-GAAP net income margin 15 % 35 % 18 % Liquidity and Capital Resources Since our inception, we have financed our operations primarily through our cash flow from operations, sales of our equity securities and borrowings under our credit facilities.
Adjusted EBITDA and Adjusted EBITDA Margin Year ended December 31, 2023 2022 (in thousands, except percentages) Net loss $ (41,456) $ (27,009) Net loss margin (28) % (16) % Add: Provision for income taxes 2,980 6,366 Interest and other expenses, net 5,327 5,411 Depreciation and amortization 5,111 5,388 Stock-based compensation 41,212 52,332 Adjusted EBITDA $ 13,174 $ 42,488 Adjusted EBITDA margin 9 % 25 % Non-GAAP net income and non-GAAP net income margin Year ended December 31, 2023 2022 (in thousands, except percentages) Net loss $ (41,456) $ (27,009) Net loss margin (28) % (16) % Add: Stock-based compensation 41,212 52,332 Non-GAAP net (loss) income $ (244) $ 25,323 Non-GAAP net (loss) income margin — % 15 % Liquidity and Capital Resources Since our inception, we have financed our operations primarily through our cash flow from operations, sales of our equity securities and borrowings under our credit facilities.
Our contracts with our customers include two performance obligations: access to the hosted software service, inclusive of all features available within the platform, and the related customer support. We account for the platform access and the support as a combined performance obligation because they have the same pattern of transfer over the same period and are therefore delivered concurrently.
We account for the platform access and the support as a combined performance obligation because they have the same pattern of transfer over the same period and are therefore delivered concurrently. We satisfy our performance obligation over time each month as we provide platform access and support services to customers and as such recognize revenue over time.
Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support growth in our business and our need to respond to business opportunities, challenges or unforeseen circumstances. We believe that our existing cash resources will be sufficient to finance our continued operations and growth strategy for the next 12 months and the foreseeable future.
We believe that our existing cash resources will be sufficient to finance our continued operations and growth strategy for the next 12 months and the foreseeable future.
REVENUE RECOGNITION We generate revenue from subscription fees paid by our customers to access and use our hosted software services, as well as standard customer support. We adopted Accounting Standard Update ("ASU") No. 2014-09, Revenue from Contracts with Customers (Topic 606) as of January 1, 2019, utilizing the full retrospective method of transition.
REVENUE RECOGNITION We generate revenue from subscription fees paid by our customers to access and use our hosted software services, as well as standard customer support.
We consider our cashback payments to customers as consideration payable to a customer, and the payments are recorded as contra revenue within Revenue on the Consolidated Statements of Operations. We also record a cashback rewards liability that represents the consideration payable to customers for earned cashback rewards.
We consider our cashback rewards as consideration payable to a customer, and it is recorded as contra revenue within Revenue on the Consolidated Statements of Operations. Cashback rewards applied against outstanding customer receivables are reflected as a reduction to Accounts receivable, net on the Consolidated Balance Sheets.
See the section titled "Risk Factors" in this Annual Report on Form 10-K for further discussion of the possible impact of the COVID-19 pandemic on our business. Additionally, potential challenging macroeconomic conditions, including inflationary pressures, rising interest rates and foreign currency fluctuations, and the resulting impact on business continuity and travel, could negatively impact our business.
See the section titled "Risk Factors" in this Annual Report on Form 10-K for further discussion of the possible impact of such macroeconomic trends on our business.
Sales and Marketing Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Sales and marketing $ 49,876 $ 27,664 $ 22,212 80 % Sales and marketing expenses increased $22.2 million, or 80%, for the year ended December 31, 2022 compared to the same period in 2021, primarily due to an increase in advertising spend and marketing events to gain further brand awareness and increased employee focus on marketing initiatives related to our recently developed products and services, such as the Free Plan and our Expensify Card.
Sales and Marketing Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Sales and marketing $ 44,352 $ 49,876 $ (5,524) (11) % Sales and marketing expenses decreased $5.5 million, or 11%, for the year ended December 31, 2023 compared to the same period in 2022, primarily due to a decrease in advertising spend partially offset by (i) an increase in outsourcing activities related to sales and product demos, and (ii) increased marketing event spend to gain further brand awareness.
Although revenue increased by 19% for the same period, Cost of revenue, net also increased due to the factors described in the preceding paragraph.
Gross margin decreased to 56% in 2023 compared to 63% in the same period in 2022 due to the factors described in the preceding paragraphs for Revenue and Cost of revenue, net.
Interest and Other Expenses, Net Interest and other expenses, net, consist primarily of interest paid under our credit facilities with Canadian Imperial Bank of Commerce ("CIBC"). It also includes realized gains and losses on foreign currency transactions and foreign currency remeasurement.
We expect sales and marketing expenses will decrease as we reduce our outsourced activities as it relates to sales and product demos. Interest and Other Expenses, Net Interest and other expenses, net, consist primarily of interest paid under our credit facilities with Canadian Imperial Bank of Commerce ("CIBC").
These increases were partially offset by $13.7 million in IPO-related bonus costs impacting the year ended December 31, 2021. Furthermore, Consideration from a vendor, net, was $6.2 million for the year ended December 31, 2022 compared to $2.9 million for the year ended December, 31 2021.
These increases were partially offset by an increase in Consideration from a vendor, net, driven primarily by the increased adoption and spend captured from members using the Expensify Card, which reduced Cost of revenue, net by $10.1 million for the year ended December 31, 2023 compared to $6.2 million for the year ended December, 31 2022.
OPERATING EXPENSES Research and Development Research and development expenses consist primarily of personnel-related expenses, including stock-based compensation, incurred related to the planning and preliminary project stage and post-implementation stage of new products or enhancing existing products or services.
The following summarizes these various amounts for each of the periods presented: Year ended December 31, 2023 2022 (in thousands) Expensify interchange amount $ 11,144 $ 6,832 Vendor fees (1,009) (616) Consideration from a vendor, net $ 10,135 $ 6,216 OPERATING EXPENSES Research and Development Research and development expenses consist primarily of personnel-related expenses, including stock-based compensation, and external contributor costs incurred related to the planning and preliminary project stage and post-implementation stage of new products or enhancing existing products or services.
Quarterly principal payments are fixed and escalate throughout the term. The amounts borrowed bear interest at the bank’s reference rate plus 2.25% (9.75% as of December 31, 2022) and continue on a quarterly basis through the maturity of the term loan. The borrowings are secured by substantially all our assets.
The amounts borrowed beared interest at the bank’s reference rate plus 2.25% and were to continue on a quarterly basis through the maturity of the term loan. The line of credit agreement, as amended with the 2021 Amended Term Loan, provides borrowings up to $25.0 million. Borrowings under the line of credit bear interest at CIBC’s reference rate plus 1.00%.
Net cash used in investing activities decreased for the year ended December 31, 2022 compared to the same period in 2021, primarily due to IPO bonuses that were capitalized as internally developed software costs of $1.5 million for the year ended December 31, 2021 and a decrease in purchases related to the build-out of offices in Portland and San Francisco.
Net cash used in investing activities increased for the year ended December 31, 2023 compared to the same period in 2022, primarily due to an increase in employee and external contributor software development costs.
Net cash used in financing activities increased for the year ended December 31, 2022 compared to the same period in 2021, primarily due to repurchases of early exercises of common stock and payments for employee taxes withheld from stock-based awards during the year ended December 31, 2022, and the proceeds received from our IPO and loan and security agreement with CIBC during the year ended December 31, 2021.
Net cash used in financing activities increased for the year ended December 31, 2023 compared to the same period in 2022, primarily due to an increase principal payments on the 2021 Amended Term Loan as the outstanding balance on the term loan was repaid in full on October 12, 2023, partially offset by a decrease in the repurchase and retirement of common stock.
Research and Development Year ended December 31, Change 2022 2021 Amount % (in thousands, except percentages) Research and development $ 13,692 $ 10,988 $ 2,704 25 % 75 Table of Contents Research and development expenses increased by $2.7 million, or 25%, for the year ended December 31, 2022 compared to the same period in 2021, due to the recognition of $7.9 million of stock-based compensation costs during the year ended December 31, 2022 as compared to $1.6 million during the year ended December 31, 2021, primarily related to the RSUs granted in September and November of 2021 to employees directly engaged in the planning and preliminary project stage and post-implementation stage of new products and features.
Research and Development Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) Research and development $ 23,368 $ 13,692 $ 9,676 71 % Research and development expenses increased by $9.7 million, or 71%, for the year ended December 31, 2023 compared to the same period in 2022, primarily due to an increase in employee and external contributor time spent on project initiatives and new product features. 75 Table of Contents General and Administrative Year ended December 31, Change 2023 2022 Amount % (in thousands, except percentages) General and administrative $ 49,228 $ 58,490 $ (9,262) (16) % General and administrative expenses decreased $9.3 million, or 16%, for the year ended December 31, 2023 compared to the same period in 2022, primarily related to a decrease in employee time allocated to administrative functions resulting from one-time planning and implementation activities incurred in 2022 for first year compliance with Section 404 of the Sarbanes-Oxley Act and other new public company requirements.
The increase was primarily due to an increase in revenue, a decrease in employee stock option exercise cash bonuses, and settlement liabilities, which represent increased expense reimbursement activity, offset by an increase in advertising spend and marketing events to gain further brand awareness, an increase in insurance and professional service costs incurred for accounting, auditing and legal services as a result of our continued requirements as a public company, higher volume of payment processing fees directly related to an increase in reimbursement activity, increased efforts in support and implementation services, increased outsourcing activities related to maintaining the platform, the timing of the payments for costs of our services and operating expenses and an increase in settlement assets, which represent increased expense reimbursement activity and increased Expensify Card receivables due to users adopting monthly settlement and the timing of settlement of accounts payable.
The decrease is primarily due to a reduction in funds held for customers due to the timing of expense reimbursement activity, a decrease in revenue, increased outsourcing activities related to maintaining our platform along with design work for new project initiatives, partially offset by a decrease in insurance, advertising and professional service costs incurred for accounting, auditing and legal service as a result of cost saving measures.