Biggest changeWe recognize stock-based compensation tax shortfalls and excess tax windfall benefits on a discrete basis during the quarter in which they occur, and we anticipate our effective tax rate will vary from quarter to quarter depending on our stock price as well as the vesting and exercises of various forms of equity compensation under our equity incentive plans each period, including restricted stock units and stock options. 62 Results of Operations The following table sets forth our selected consolidated statements of operations (in thousands) and data as a percentage of revenue for the periods presented: Consolidated Statements of Operations Year Ended December 31, 2023 2022 2021 Revenue: SaaS and license revenue $ 569,200 65 % $ 520,377 62 % $ 460,372 61 % Hardware and other revenue 312,482 35 322,182 38 288,597 39 Total revenue 881,682 100 842,559 100 748,969 100 Cost of revenue (1) : Cost of SaaS and license revenue 85,898 10 73,897 9 66,758 9 Cost of hardware and other revenue 239,261 27 268,684 32 239,141 32 Total cost of revenue 325,159 37 342,581 41 305,899 41 Operating expenses: Sales and marketing (2) 100,226 11 92,748 11 86,664 11 General and administrative (2) 112,930 13 106,688 13 87,406 12 Research and development (2) 245,114 28 218,635 26 177,713 24 Amortization and depreciation 31,424 4 30,870 3 29,715 4 Total operating expenses 489,694 56 448,941 53 381,498 51 Operating income 66,829 7 51,037 6 61,572 8 Interest expense (3,429) — (3,144) — (15,956) (2) Interest income 29,801 3 8,759 1 587 — Other income / (expense), net 4,624 1 (59) — (134) — Income before income taxes 97,825 11 56,593 7 46,069 6 Provision for / (benefit from) income taxes 17,485 2 962 — (5,106) (1) Net income $ 80,340 9 % $ 55,631 7 % $ 51,175 7 % _______________ (1) Excludes amortization and depreciation shown in operating expenses below.
Biggest changeResults of Operations The following table sets forth our selected consolidated statements of operations (in thousands) and data as a percentage of revenue for the periods presented: Consolidated Statements of Operations Year Ended December 31, 2024 2023 2022 Revenue: SaaS and license revenue $ 631,198 67 % $ 569,200 65 % $ 520,377 62 % Hardware and other revenue 308,629 33 312,482 35 322,182 38 Total revenue 939,827 100 881,682 100 842,559 100 Cost of revenue (1) : Cost of SaaS and license revenue 89,512 10 85,898 10 73,897 9 Cost of hardware and other revenue 236,637 25 239,261 27 268,684 32 Total cost of revenue 326,149 35 325,159 37 342,581 41 Operating expenses: Sales and marketing (2) 111,242 12 100,226 11 92,748 11 General and administrative (2) 108,879 12 112,930 13 106,688 13 Research and development (2) 255,878 27 245,114 28 218,635 26 Amortization and depreciation 29,131 3 31,424 4 30,870 3 Total operating expenses 505,130 54 489,694 56 448,941 53 Operating income 108,548 11 66,829 7 51,037 6 Interest expense (11,426) (1) (3,429) — (3,144) — Interest income 47,359 5 29,801 3 8,759 1 Other (expense) / income, net (2,674) — 4,624 1 (59) — Income before income taxes 141,807 15 97,825 11 56,593 7 Provision for income taxes 19,294 2 17,485 2 962 — Net income $ 122,513 13 % $ 80,340 9 % $ 55,631 7 % _______________ (1) Excludes amortization and depreciation shown in operating expenses below.
Software License Revenue. Our SaaS and license revenue also includes our software license revenue from monthly fees charged to service providers on a per subscriber basis for access to our Software platform. The non-hosted software for interactive security, automation and related solutions is typically deployed and operated by the service provider in its own network operations center.
Our SaaS and license revenue also includes our software license revenue from monthly fees charged to service providers on a per subscriber basis for access to our Software platform. The non-hosted software for interactive security, automation and related solutions is typically deployed and operated by the service provider in its own network operations center.
Our hardware and other revenue also includes our revenue from the sale of perpetual licenses that provide our customers in the commercial market the right to use our video surveillance software for an indefinite period of time in exchange for a one-time license fee.
Our hardware and other revenue also includes our revenue from the sale of perpetual licenses that provide our customers in the commercial market the right to use our video surveillance software for an indefinite period of time in exchange for a one-time license fee.
If triggering events arise in the future that require changes in the underlying assumptions used in our assessment of our goodwill, and, should those changes be significant, they could have a material impact on our goodwill and potentially our other income / (expense), net, if those significant changes result in an impairment.
If triggering events arise in the future that require changes in the underlying assumptions used in our assessment of our goodwill, and, should those changes be significant, they could have a material impact on our goodwill and potentially our other (expense) / income, net, if those significant changes result in an impairment.
If triggering events arise in the future, depending on the significance of the underlying assumptions in the impairment analysis, they could have a material impact on our intangible assets and long-lived assets and potentially our other income / (expense), net, if those significant changes result in an impairment.
If triggering events arise in the future, depending on the significance of the underlying assumptions in the impairment analysis, they could have a material impact on our intangible assets and long-lived assets and potentially our other (expense) / income, net, if those significant changes result in an impairment.
Convertible Senior Notes On January 20, 2021, we issued $500.0 million aggregate principal amount of 0% convertible senior notes due January 15, 2026 in a private placement to qualified institutional buyers, or the 2026 Notes. The terms of the 2026 Notes are governed by an Indenture, or the Indenture, by and between Alarm.com Holdings, Inc. and U.S.
Convertible Senior Notes - 2026 On January 20, 2021, we issued $500.0 million aggregate principal amount of 0% convertible senior notes due January 15, 2026, in a private placement to qualified institutional buyers, or the 2026 Notes. The terms of the 2026 Notes are governed by an Indenture, or the 2026 Indenture, by and between Alarm.com Holdings, Inc. and U.S.
Bank National Association, as trustee. The 2026 Notes are senior unsecured obligations that do not bear regular interest and the principal amount of the 2026 Notes will not accrete. The 2026 Notes may bear special interest under specified circumstances related to our failure to comply with our reporting obligations under the Indenture.
Bank National Association, as trustee. The 2026 Notes are senior unsecured obligations that do not bear regular interest and the principal amount of the 2026 Notes will not accrete. The 2026 Notes may bear special interest under specified circumstances related to our failure to comply with our reporting obligations under the 2026 Indenture.
The 2026 Notes will be convertible at the option of the holders at any time prior to the close of business on the business day immediately preceding August 15, 2025, only under the following circumstances: (1) during any calendar quarter commencing after the calendar quarter ending on June 30, 2021 (and only during such calendar quarter), if the last reported sale price of our common stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price for the 2026 Notes on each applicable trading day; (2) during the five business day period immediately after any 10 consecutive trading day period in which, for each trading day of that period, the trading price per $1,000 principal amount of 2026 Notes for such trading day was less than 98% of the product of the last reported sale price of our common stock and the conversion rate for the 2026 Notes on each such trading day; (3) if we call any or all of the 2026 Notes for redemption, at any time prior to the close of business on the scheduled trading day immediately preceding the redemption date, but only with respect to the 2026 Notes called (or deemed called) for redemption; or (4) upon the occurrence of specified corporate events as set forth in the Indenture.
The 2026 Notes will be convertible at the option of the holders at any time prior to the close of business on the business day immediately preceding August 15, 2025, only under the following circumstances: (1) during any calendar quarter commencing after the calendar quarter ending on June 30, 2021 (and only during such calendar quarter), if the last reported sale price of our common stock for at least 20 trading days (whether or not consecutive) during a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is greater than or equal to 130% of the conversion price for the 2026 Notes on each applicable trading day; (2) during the five business day period immediately after any 10 consecutive trading day period in which, for each trading day of that period, the trading price per $1,000 principal amount of 2026 Notes for such trading day was less than 98% of the product of the last reported sale price of our common stock and the conversion rate for the 2026 Notes on each such trading day; (3) if we call any or all of the 2026 Notes for redemption, at any time prior to the close of business on the scheduled trading day immediately preceding the redemption date, but only with respect to the 2026 Notes called (or deemed called) for redemption; or (4) upon the occurrence of specified corporate events as set forth in the 2026 Indenture.
The initial conversion rate for the 2026 Notes is 6.7939 shares of our common stock per $1,000 principal amount of 2026 Notes, which is equivalent to an initial conversion price of $147.19 per share of our common stock, subject to adjustment under certain circumstances in accordance with the terms of the Indenture.
The initial conversion rate for the 2026 Notes is 6.7939 shares of our common stock per $1,000 principal amount of 2026 Notes, which is equivalent to an initial conversion price of $147.19 per share of our common stock, subject to adjustment under certain circumstances in accordance with the terms of the 2026 Indenture.
If we undergo a fundamental change (as defined in the Indenture), subject to certain exceptions and except as described in the Indenture, holders may require us to repurchase for cash all or any portion of their 2026 Notes at a fundamental change repurchase price equal to 100% of the principal amount of the 2026 Notes to be repurchased, plus accrued and unpaid special interest, if any, to, but excluding, the fundamental change repurchase date.
If we undergo a fundamental change (as defined in the 2026 Indenture), subject to certain exceptions and except as described in the 2026 Indenture, holders may require us to repurchase for cash all or any portion of their 2026 Notes at a fundamental change repurchase price equal to 100% of the principal amount of the 2026 Notes to be repurchased, plus accrued and unpaid special interest, if any, to, but excluding, the fundamental change repurchase date.
The Indenture includes customary covenants and sets forth certain events of default after which the 2026 Notes may be declared immediately due and payable and sets forth certain types of bankruptcy or insolvency events of default involving us after which the 2026 Notes become automatically due and payable.
The 2026 Indenture includes customary covenants and sets forth certain events of default after which the 2026 Notes may be declared immediately due and payable and sets forth certain types of bankruptcy or insolvency events of default involving us after which the 2026 Notes become automatically due and payable.
We do not consider these items to be indicative of our core operating performance.
We do not consider these items to be indicative of our core operating performance.
We record uncertain tax positions in accordance with ASC 740-10 on the basis of a two-step process whereby (1) we determine whether it is more likely than not that 69 the tax positions will be sustained based on the technical merits of the position, and (2) with respect to those tax positions that meet the more-likely-than-not recognition threshold, we recognize the largest amount of tax benefit that is greater than 50% likely to be realized upon ultimate settlement with the related tax authority.
We record uncertain tax positions in accordance with ASC 740-10 on the basis of a two-step process whereby (1) we determine whether it is more likely than not that the tax positions will be sustained based on the technical merits of the position, and (2) with respect to those tax positions that meet the more-likely-than-not recognition threshold, we recognize the largest amount of tax benefit that is greater than 50% likely to be realized upon ultimate settlement with the related tax authority.
Some of these limitations are: (a) although amortization and depreciation are non-cash charges, the assets being amortized and depreciated may have to be replaced in the future, and non-GAAP adjusted EBITDA does not reflect cash capital expenditure requirements for such replacements or for new capital expenditure requirements; (b) non-GAAP adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; (c) non-GAAP adjusted EBITDA does not reflect the potentially dilutive impact of equity-based compensation; (d) non-GAAP adjusted EBITDA does not reflect tax payments that may represent a reduction in cash available to us; and (e) other companies, including companies in our industry, may calculate non-GAAP adjusted EBITDA or similarly titled measures differently, which reduces its usefulness as a comparative measure. 75 Because of these and other limitations, you should consider non-GAAP adjusted EBITDA alongside our other GAAP-based financial performance measures, net income and our other GAAP financial results.
Some of these limitations are: (a) although amortization and depreciation are non-cash charges, the assets being amortized and depreciated may have to be replaced in the future, and non-GAAP adjusted EBITDA does not reflect cash capital expenditure requirements for such replacements or for new capital expenditure requirements; (b) non-GAAP adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; (c) non-GAAP adjusted EBITDA does not reflect the potentially dilutive impact of equity-based compensation; (d) non-GAAP adjusted EBITDA does not reflect tax payments that may represent a reduction in cash available to us; and (e) other companies, including companies in our industry, may calculate non-GAAP adjusted EBITDA or similarly titled measures differently, which reduces its usefulness as a comparative measure. 80 Because of these and other limitations, you should consider non-GAAP adjusted EBITDA alongside our other GAAP-based financial performance measures, net income and our other GAAP financial results.
No tax withholdings related to the 73 vesting of restricted stock units were paid during the year ended December 31, 2022. We also utilized the sell-to-cover method in which shares of our restricted stock unit awards were sold into the market on behalf of the employee upon vesting to cover tax withholding liabilities.
No tax withholdings related to the vesting of restricted stock units were paid during the year ended December 31, 2022. We also utilized the sell-to-cover method in which shares of our restricted stock unit awards were sold into the market on behalf of the employee upon vesting to cover tax withholding liabilities.
This valuation contains uncertainties and requires management to apply significant judgment in estimating the fair value of long-lived and intangible assets acquired, which involves the use of significant estimates and assumptions. 68 Significant estimates and assumptions in valuing certain acquired customer relationship intangible assets include estimates about future expected cash flows and discount rates.
This valuation contains uncertainties and requires management to apply significant judgment in estimating the fair value of long-lived and intangible assets acquired, which involves the use of significant estimates and assumptions. Significant estimates and assumptions in valuing certain acquired customer relationship intangible assets include estimates about future expected cash flows and discount rates.
The $42.3 million decrease in cash used in investing activities was primarily due to the $31.9 million paid to purchase 85% of the issued 74 and outstanding shares of capital stock of Noonlight and the $21.8 million paid for developable land during 2022, which did not occur during 2023.
The $42.3 million decrease in cash used in investing activities was primarily due to the $31.9 million paid to purchase 85% of the issued and outstanding shares of capital stock of Noonlight and the $21.8 million paid for developable land during 2022, which did not occur during 2023.
These Macroeconomic Conditions have and may continue to create supply chain disruptions, inventory disruptions, and fluctuations in economic growth, including fluctuations in employment rates, inflation, energy prices and consumer sentiment. It remains difficult to assess or predict the ultimate duration and economic impact of the Macroeconomic Conditions.
These Macroeconomic Conditions have and may continue to create tariffs, supply chain disruptions, inventory disruptions, and fluctuations in economic growth, including fluctuations in employment rates, inflation, energy prices and consumer sentiment. It remains difficult to assess or predict the ultimate duration and economic impact of the Macroeconomic Conditions.
Upon conversion, we may satisfy our conversion obligation by paying or delivering, as the case may be, cash, shares of our common stock or a combination of cash and shares of our common stock, at our election. It is 72 our current intent to settle the principal amount of the 2026 Notes with cash.
Upon conversion, we may satisfy our conversion obligation by paying or delivering, as the case may be, cash, shares of our common stock or a combination of cash and shares of our common stock, at our election. It is our current intent to settle the principal amount of the 2026 Notes with cash.
We believe our SaaS and license revenue renewal rate allows us to measure our ability to retain and grow our SaaS and license revenue and serves as an indicator of the lifetime value of our subscriber base. 59 Components of Operating Results Our fiscal year ends on December 31.
We believe our SaaS and license revenue renewal rate allows us to measure our ability to retain and grow our SaaS and license revenue and serves as an indicator of the lifetime value of our subscriber base. Components of Operating Results Our fiscal year ends on December 31.
Sales and marketing expense consists primarily of personnel and related expenses for our sales and marketing teams, including salaries, bonuses, stock-based compensation, benefits, travel, and commissions. Our sales and marketing teams engage in sales, account management, service provider partner support, advertising, promotion of our products and services and marketing.
Sales and marketing expense consists primarily of personnel and related expenses for our sales and marketing teams, including salaries, bonuses, stock-based compensation, benefits, travel, and commissions. Our 63 sales and marketing teams engage in sales, account management, service provider partner support, advertising, promotion of our products and services and marketing.
We primarily transfer hardware to our customers upon delivery to the customer, which corresponds with the time at which the customer obtains control of the hardware. We record a reserve against revenue for hardware returns based on historical returns.
We primarily transfer hardware to 62 our customers upon delivery to the customer, which corresponds with the time at which the customer obtains control of the hardware. We record a reserve against revenue for hardware returns based on historical returns.
We exclude the impact related to our provision for / (benefit from) income taxes from non-GAAP adjusted EBITDA because we do not consider this tax adjustment to be part of our ongoing results of operations. 58 GAAP requires that operating expenses include the amortization of acquired intangible assets, which principally include acquired customer relationships, developed technology and trade names.
We exclude the impact related to our provision for income taxes from non-GAAP adjusted EBITDA because we do not consider this tax adjustment to be part of our ongoing results of operations. GAAP requires that operating expenses include the amortization of acquired intangible assets, which principally include acquired customer relationships, developed technology and trade names.
Non-GAAP Measures We define non-GAAP adjusted EBITDA as our net income before interest expense, interest income, certain activity within other income / (expense), net, provision for / (benefit from) income taxes, amortization and depreciation expense, stock-based compensation expense, acquisition-related expense, legal costs and settlement fees incurred and received in connection with non-ordinary course litigation and other disputes, particularly costs involved in ongoing intellectual property litigation.
Non-GAAP Measures We define non-GAAP adjusted EBITDA as our net income before interest expense, interest income, certain activity within other (expense) / income, net, provision for income taxes, amortization and depreciation expense, stock-based compensation expense, acquisition-related expense, legal costs and settlement fees incurred and received in connection with non-ordinary course litigation and other disputes, particularly costs involved in ongoing intellectual property litigation.
We record stock-based compensation expense related to performance-based restricted stock units based on management’s determination of the probable outcome of the performance conditions, which requires considerable judgment.
We record stock-based compensation expense related to performance-based restricted stock units based on 73 management’s determination of the probable outcome of the performance conditions, which requires considerable judgment.
For each of the years ended December 31, 2023, 2022 and 2021, our reserve against revenue for hardware returns was 1% of hardware and other revenue. We evaluate our hardware reserve on a quarterly basis or if there is an indication of significant changes in return experience. Historically, our returns of hardware have not significantly differed from our estimated reserve.
For each of the years ended December 31, 2024, 2023 and 2022, our reserve against revenue for hardware returns was 1% of hardware and other revenue. We evaluate our hardware reserve on a quarterly basis or if there is an indication of significant changes in return experience. Historically, our returns of hardware have not significantly differed from our estimated reserve.
The $49.3 million increase in cash from operating assets and liabilities was primarily due to a $61.3 million change in inventory resulting from a decrease in purchased inventory following prior year purchase activity to reduce risks and uncertainties in our supply chain as well as differences in the timing of disbursements and the collection of receipts in 2023 as compared to 2022.
The $49.3 million increase in cash from operating assets and liabilities was primarily due to a $61.3 million change in inventory resulting from a decrease in purchased inventory following 2022 purchase activity to reduce risks and uncertainties in our supply chain as well as differences in the timing of disbursements and the collection of receipts in 2023 as compared to 2022.
Please see Non-GAAP Measures in this section for a discussion of the limitations of non-GAAP adjusted EBITDA and a reconciliation of non-GAAP adjusted EBITDA from net income, the most directly comparable GAAP measurement, for the years ended December 31, 2023, 2022 and 2021. SaaS and License Revenue Renewal Rate Our SaaS and license revenue renewal rate is an operating metric.
Please see Non-GAAP Measures in this section for a discussion of the limitations of non-GAAP adjusted EBITDA and a reconciliation of non-GAAP adjusted EBITDA from net income, the most directly comparable GAAP measurement, for the years ended December 31, 2024, 2023 and 2022. SaaS and License Revenue Renewal Rate Our SaaS and license revenue renewal rate is an operating metric.
Qualitative factors we consider when we perform a qualitative analysis include, but are not limited to, macroeconomic conditions, industry and market conditions, company specific events, changes in circumstances and market capitalization. For our 2023 annual impairment review, we performed a qualitative assessment for our Alarm.com reporting unit, our only reporting unit with a goodwill balance.
Qualitative factors we consider when we perform a qualitative analysis include, but are not limited to, macroeconomic conditions, industry and market conditions, company specific events, changes in circumstances and market capitalization. For our 2024 annual impairment review, we performed a qualitative assessment for our Alarm.com reporting unit, our only reporting unit with a goodwill balance.
The non-cash items include amortization and depreciation expense, amortization of debt discount and debt issuance costs for the 2026 Notes included in interest expense and stock-based compensation expense related to restricted stock units and other forms of equity compensation, including, but not limited to, the sale of common stock.
The non-cash items include amortization and depreciation expense, amortization of debt issuance costs for the 2026 Notes and 2029 Notes included in interest expense, stock-based compensation expense related to restricted stock units and other forms of equity compensation, including, but not limited to, the sale of common stock.
Our cash and cash equivalents as of December 31, 2023 are available for working capital purposes. Our investment policy defines allowable investments and establishes guidelines relating to credit quality, diversification and maturities of our investments to preserve capital, maintain liquidity and limit the amount of credit risk exposure.
Our cash and cash equivalents as of December 31, 2024 are available for working capital purposes. Our investment policy defines allowable investments and establishes guidelines relating to credit quality, diversification and maturities of our investments to preserve capital, maintain liquidity and limit the amount of credit risk exposure.
We did not make any material changes to the underlying assumptions used to calculate deferred tax assets and liabilities as well as uncertain tax positions for the year ended December 31, 2023 and we do not expect any material changes in the near term to the underlying assumptions used to calculate deferred tax assets and liabilities as well as uncertain tax positions for the year ended December 31, 2023.
We did not make any material changes to the underlying assumptions used to calculate deferred tax assets and liabilities as well as uncertain tax positions for the year ended December 31, 2024, and we do not expect any material changes in the near term to the underlying assumptions used to calculate deferred tax assets and liabilities as well as uncertain tax positions for the year ended December 31, 2024.
However, if changes in these assumptions occur, and, should those changes be significant, they could have a material impact on our deferred tax assets and liabilities as well as our provision for / (benefit from) income taxes. Stock-Based Compensation We compensate our executive officers, board of directors and employees with stock-based compensation plans under our 2015 Equity Incentive Plan.
However, if changes in these assumptions occur, and, should those changes be significant, they could have a material impact on our deferred tax assets and liabilities as well as our provision for income taxes. Stock-Based Compensation We compensate our executive officers, board of directors and employees with stock-based compensation plans under our 2015 Plan.
The Section 174 impact on 2024 cash flows from operating activities will depend on, among other factors, our 2024 operating results and the level of 2024 research and development activity.
The Section 174 impact on 2025 cash flows from operating activities will depend on, among other factors, our 2025 operating results and the level of 2025 research and development activity.
In addition, in certain markets, our EnergyHub subsidiary sells its demand response service for an annual service fee, with pricing based on the number of subscribers or amount of aggregate electricity demand made available for a utility’s or market’s control.
In addition, in certain markets, our EnergyHub subsidiary sells its demand response service for an annual service fee, with pricing based on the number of subscribers or amount of aggregate electricity demand made available for a utility’s or market’s control. Software License Revenue .
There were no triggering events that occurred between our qualitative annual impairment test performed as of October 1, 2023 and December 31, 2023.
There were no triggering events that occurred between our qualitative annual impairment test performed as of October 1, 2024 and December 31, 2024.
Software license revenue represented 3%, 3% and 4% of our revenue in 2023, 2022 and 2021, respectively. We also generate revenue from the sale of many types of hardware, including video cameras, video recorders, cellular radio modules, smart thermostats, image sensors, gunshot detection sensors and other peripherals, that enable our solutions.
Software license revenue represented 2%, 3% and 3% of our revenue in 2024, 2023 and 2022, respectively. We also generate revenue from the sale of many types of hardware, including video cameras, video recorders, cellular radio modules, smart thermostats, image sensors, gunshot detection sensors and other peripherals, that enable our solutions.
These withheld shares are not issued or considered common stock repurchases under our stock repurchase program. We paid $2.6 million and $4.5 million of tax withholdings related to vesting of restricted stock units during the years ended December 31, 2023 and 2021, respectively.
These withheld shares are not issued or considered common stock repurchases under our stock repurchase program. We paid $3.4 million and $2.6 million of tax withholdings related to vesting of restricted stock units during the years ended December 31, 2024 and 2023, respectively.
The number of employees in research and development functions increased from 1,004 as of January 1, 2023 to 1,118 as of December 31, 2023. Our research and development efforts are focused on innovating new features and enhancing the functionality of our platforms and the solutions we offer to our service provider partners and subscribers.
The number of employees in research and development functions increased from 1,118 as of January 1, 2024 to 1,127 as of December 31, 2024. Our research and development efforts are focused on innovating new features and enhancing the functionality of our platforms and the solutions we offer to our service provider partners and subscribers.
Also included in general and administrative expenses are credit losses and acquisition-related expenses, which consist primarily of legal, accounting and professional service fees directly related to acquisitions and valuation gains or losses on acquisition-related contingent liabilities. 61 The number of employees in general and administrative functions increased from 218 as of January 1, 2023 to 229 as of December 31, 2023.
Also included in general and administrative expenses are credit losses and acquisition-related expenses, which consist primarily of legal, accounting and professional service fees directly related to acquisitions and valuation gains or losses on acquisition-related contingent liabilities. The number of employees in general and administrative functions increased from 229 as of January 1, 2024 to 237 as of December 31, 2024.
The number of employees in sales and marketing functions increased from 511 as of January 1, 2023 to 565 as of December 31, 2023. We expect to continue to invest in our sales and marketing activities to expand our business both domestically and internationally and we expect to increase our marketing expense in 2024 as compared to 2023.
The number of employees in sales and marketing functions increased from 565 as of January 1, 2024 to 572 as of December 31, 2024. We expect to continue to invest in our sales and marketing activities to expand our business both domestically and internationally and we expect to increase our marketing expense in 2025 as compared to 2024.
Our Alarm.com segment represents our cloud-based and Software platforms for the intelligently connected property and related solutions that contributed 93%, 94% and 95% of our revenue, net of intersegment eliminations, for the years ended December 31, 2023, 2022 and 2021, respectively.
Our Alarm.com segment represents our cloud-based and Software platforms for the intelligently connected property and related solutions that contributed 92%, 93% and 94% of our revenue, net of intersegment eliminations, for the years ended December 31, 2024, 2023 and 2022, respectively.
Additionally, our hardware and other revenue includes our revenue from the sale of licenses that provide our customers the right to use our gunshot detection solution in exchange for license fees. Hardware and other revenue represented 35%, 38% and 39% of our revenue in 2023, 2022 and 2021, respectively.
Additionally, our hardware and other revenue includes our revenue from the sale of licenses that provide our customers the right to use our gunshot detection solution in exchange for license fees. Hardware and other revenue represented 33%, 35% and 38% of our revenue in 2024, 2023 and 2022, respectively.
The SaaS and license revenue for our Other segment increased $12.3 million in 2023 as compared to 2022 primarily due to an increase in sales of our energy management and demand response solutions as well as our property management solution.
The SaaS and license revenue for our Other segment increased $12.2 million in 2024 as compared to 2023 primarily due to an increase in sales of our energy management and demand response solutions as well as our property management solution.
Our cloud-based platform offers an expansive suite of IoT solutions addressing opportunities in the residential, multi-family, small business and enterprise commercial markets. Alarm.com’s solutions include security, video and video analytics, energy management, access control, electric utility grid management, indoor gunshot detection, water management, health and wellness and data-rich emergency response.
Our cloud-based platform offers an expansive suite of IoT solutions addressing global opportunities in the residential, multi-family, small business and enterprise commercial markets. Alarm.com’s solution suite includes security, video and video analytics, energy management, access control, electric utility grid management, indoor gunshot detection, water management, health and wellness, personal safety and data-rich emergency response.
Our capital expenditures have primarily been for general business use, including leasehold improvements as we have expanded our office space to accommodate our growth in headcount, computer equipment used internally and expansion of our network operations centers. For 2023, cash flows used in investing activities was $26.0 million, compared to $68.3 million in 2022.
Our capital expenditures have primarily been for general business use, including leasehold improvements as we have expanded our office space to accommodate our growth in headcount, computer equipment used internally and expansion of our network operations centers. For 2024, cash flows used in investing activities was $24.7 million, compared to $26.0 million in 2023.
We derive a portion of our revenue from licensing our intellectual property to third parties on a per customer basis. SaaS and license revenue represented 65%, 62% and 61% of our revenue in 2023, 2022 and 2021, respectively.
We derive a portion of our revenue from licensing our intellectual property to third parties on a per customer basis. SaaS and license revenue represented 67%, 65% and 62% of our revenue in 2024, 2023 and 2022, respectively.
Please see Non-GAAP Measures below in this section of this Annual Report for a discussion of the limitations of non-GAAP adjusted EBITDA (a non-GAAP measure) and a reconciliation of non-GAAP adjusted EBITDA from net income, the most directly comparable GAAP measure, for the years ended December 31, 2023, 2022 and 2021.
Please see Non-GAAP Measures below in this section of this Annual Report for a discussion of the limitations of non-GAAP adjusted EBITDA (a non-GAAP measure) and a reconciliation of non-GAAP adjusted EBITDA from net income, the most directly comparable measurement in accordance with GAAP, for the years ended December 31, 2024, 2023 and 2022.
Approximately one-fifth to one-half of the hardware products that we sell to our service provider partners are imported from China and could be subject to increased tariffs. While the additional import duties resulted in an increase to our cost of hardware revenue, these import duties had a modest impact on hardware revenue margins.
Less than one-third of the hardware products that we sell to our service provider partners are imported from China and could be subject to increased tariffs. While the additional import duties resulted in an increase to our cost of hardware revenue, these import duties had a modest impact on hardware revenue margins.
Over the next 12 months, we expect our capital expenditure requirements to be between $4.5 million and $6.5 million, primarily related to purchases of computer software and equipment as well as the continued build out of our leased and owned office space.
Over the next 12 months, we expect our capital expenditure requirements to be between $12.0 million and $15.0 million, primarily related to purchases of computer software and equipment as well as the continued build out of our leased and owned office space.
Cost of SaaS and license revenue as a percentage of SaaS and license revenue was 15% and 14% in 2023 and 2022, respectively. The increase in cost of SaaS and license revenue as a percentage of SaaS and license revenue in 2023 as compared to 2022 is a reflection of the mix of sales of services during the periods.
Cost of SaaS and license revenue as a percentage of SaaS and license revenue was 14% and 15% in 2024 and 2023, respectively. The decrease in cost of SaaS and license revenue as a percentage of SaaS and license revenue in 2024 as compared to 2023 is a reflection of the mix of sales and services during the periods.
We exclude interest income and certain activity within other income / (expense), net including gains, losses or impairments on investments and other assets, gains on settlement fees and losses on the early extinguishment of debt, when applicable, from non-GAAP adjusted EBITDA because we do not consider it part of our ongoing results of operations.
We exclude interest income and certain activity within other (expense) / income, net including gains, losses or impairments on investments without readily determinable fair values and other assets, gains and losses from equity method investments, gains on settlement fees and losses on the early extinguishment of debt, when applicable, from non-GAAP adjusted EBITDA because we do not consider it part of our ongoing results of operations.
Management’s Discussion and Analysis of Financial Condition and Results of Operations” of our Form 10-K for the fiscal year ended December 31, 2022, filed with the SEC on February 24, 2023. Segment Information We have two reportable segments: Alarm.com and Other.
Management’s Discussion and Analysis of Financial Condition and Results of Operations” of our Annual Report on Form 10-K for the fiscal year ended December 31, 2023, filed with the SEC on February 22, 2024. Segment Information We have two reportable segments: Alarm.com and Other.
Based on information currently available to us, we estimate the increased 2024 Section 174 federal and state cash tax payable for our 2024 taxable income to be in the range of $35.0 million to $40.0 million if the requirement to capitalize and amortize research and development expenditures is not deferred, modified or repealed.
Based on information currently available to us, we estimate the 2025 Section 174 federal and state cash tax payable for our 2025 taxable income to be in the range of $25.0 million to $30.0 million if the requirement to capitalize and amortize research and development expenditures is not deferred, modified or repealed.
Our other business metrics may be calculated in a manner different from the way similar business metrics used by other companies are calculated and include the following (dollars in thousands): Year Ended December 31, 2023 2022 2021 SaaS and license revenue $ 569,200 $ 520,377 $ 460,372 Non-GAAP adjusted EBITDA 153,967 146,848 142,472 SaaS and license revenue renewal rate 94 % 94 % 94 % SaaS and License Revenue SaaS and license revenue is a GAAP measure that we use to measure our current performance and estimate our future performance.
Our other business metrics may be calculated in a manner different from the way similar business metrics used by other companies are calculated and include the following (dollars in thousands): Year Ended December 31, 2024 2023 2022 SaaS and license revenue $ 631,198 $ 569,200 $ 520,377 Non-GAAP adjusted EBITDA 176,239 153,967 146,848 SaaS and license revenue renewal rate 95 % 94 % 94 % SaaS and License Revenue SaaS and license revenue is a GAAP measure that we use to measure our current performance and estimate our future performance.
Comparison of Years Ended December 31, 2022 to December 31, 2021 A comparison of the years ended December 31, 2022 and 2021 has been omitted from this Form 10-K, but may be found in “Item 7.
Comparison of Years Ended December 31, 2023 to December 31, 2022 A comparison of the years ended December 31, 2023 and 2022 has been omitted from this Annual Report on Form 10-K, but may be found in “Item 7.
Beginning upon the first grant of options in 2022, the expected term for options granted is estimated using our historical experience, including information related to options we have granted. Recent Accounting Pronouncements See Note 2 of our consolidated financial statements for information related to recently issued accounting standards.
The expected term for options granted is estimated using our historical experience, including information related to options we have granted. Recent Accounting Pronouncements See Note 2 of our consolidated financial statements for information related to recently issued accounting standards.
The 2026 Notes are discussed in more detail above under “Convertible Senior Notes.” Dividends We did not declare or pay dividends during the years ended December 31, 2023, 2022 or 2021. We cannot provide any assurance that we will declare or pay cash dividends on our common stock in the future.
The 2029 Notes are discussed in more detail above under "Convertible Senior Notes - 2029 Notes." Dividends We did not declare or pay dividends during the years ended December 31, 2024, 2023 or 2022. We cannot provide any assurance that we will declare or pay cash dividends on our common stock in the future.
We typically expect hardware and other revenue to fluctuate as a percentage of total revenue. Highlights of our financial performance for the periods covered in this Annual Report include: • SaaS and license revenue increased 9% to $569.2 million in 2023 from $520.4 million in 2022.
We typically expect hardware and other revenue to fluctuate as a percentage of total revenue. Highlights of our financial performance for the periods covered in this Annual Report include: • SaaS and license revenue increased 11% to $631.2 million in 2024 from $569.2 million in 2023.
As of December 31, 2023, our cash and cash equivalents were primarily held in money market accounts. Liquidity and Capital Resources As of December 31, 2023, we had $697.0 million in cash and cash equivalents. We consider all highly liquid instruments purchased with an original maturity from the date of purchase of three months or less to be cash equivalents.
As of December 31, 2024, our cash and cash equivalents were primarily held in money market accounts. Liquidity and Capital Resources As of December 31, 2024, we had $1.22 billion in cash and cash equivalents. We consider all highly liquid instruments purchased with an original maturity from the date of purchase of three months or less to be cash equivalents.
The cost of SaaS and license revenue for the 64 Alarm.com segment increased $8.5 million in 2023 as compared to 2022 primarily due to the growth in our subscriber base, which drove a corresponding increase in amounts paid to wireless network providers.
The cost of SaaS and license revenue for the Alarm.com segment increased $0.3 million in 2024 as compared to 2023 primarily due to the growth in our subscriber base, which drove a corresponding increase in amounts paid to wireless network providers.
If we raise additional funds through the incurrence of indebtedness, such indebtedness would likely have rights that are senior to holders of our equity securities and could contain covenants that restrict our operations.
If we raise additional funds through the incurrence of indebtedness, such indebtedness would likely have rights that are senior to holders of our equity securities and could contain covenants that restrict our operations. Any additional equity financing would be dilutive to our current stockholders.
We may redeem for cash, all or any portion of the 2026 Notes, at our option, on or after January 20, 2024, at a redemption price equal to 100% of the principal amount of the 2026 Notes to be redeemed, plus accrued and unpaid special interest, if any, to, but excluding, the redemption date, if the last reported sale price of our common stock has been at least 130% of the conversion price for the 2026 Notes then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading day period (including the last trading day of such period) ending on, and including, the trading day immediately preceding the date on which we provide notice of redemption.
We may redeem for cash, all or any portion of the 2029 Notes (subject to the partial redemption limitation described below), at our option, on or after June 7, 2027, at a redemption price equal to 100% of the principal amount of the 2029 Notes to be redeemed, plus accrued and unpaid interest, if any, to, but excluding, the redemption date, if the last reported sale price of our common stock has been at least 130% of the conversion price for the 2029 Notes then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading day period (including the last trading day of such period) ending 76 on, and including, the trading day immediately preceding the date on which we provide notice of redemption.
The overall number of employees in our sales and marketing teams increased from 511 as of December 31, 2022 to 565 as of December 31, 2023.
The overall number of employees in our sales and marketing teams increased from 565 as of December 31, 2023 to 572 as of December 31, 2024.
Our software license revenue included within SaaS and license revenue decreased $3.6 million to $23.2 million in 2023 as compared to $26.8 million during 2022, primarily due to the result of the continuing transition of customers from non-hosted software to our cloud based hosted platform.
Our software license revenue included within SaaS and license revenue decreased $2.9 million to $20.3 million in 2024 as compared to $23.2 million during 2023, primarily due to the result of the continuing transition of customers from non-hosted software to our cloud based hosted platform.
Research and development expense from our Other segment increased by $4.5 million in 2023 as compared to 2022 primarily due to an increase in our personnel and related costs. The overall number of employees in research and development functions increased from 1,004 as of December 31, 2022 to 1,118 as of December 31, 2023.
Research and development expense from our Other segment increased by $3.3 million in 2024 as compared to 2023 primarily due to an increase in our personnel and related costs. The overall number of employees in research and development functions increased from 1,118 as of December 31, 2023 to 1,127 as of December 31, 2024.
(2) Operating expenses include stock-based compensation expense as follows (in thousands): Year Ended December 31, 2023 2022 2021 Stock-based compensation expense data: Cost of hardware and other revenue $ 5 $ — $ — Sales and marketing 3,522 4,342 4,432 General and administrative 13,028 15,037 9,941 Research and development 30,728 33,275 24,321 Total stock-based compensation expense $ 47,283 $ 52,654 $ 38,694 63 The following table sets forth the components of cost of revenue as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Components of cost of revenue as a percentage of revenue: Cost of SaaS and license revenue as a percentage of SaaS and license revenue 15 % 14 % 15 % Cost of hardware and other revenue as a percentage of hardware and other revenue 77 83 83 Total cost of revenue as a percentage of total revenue 37 % 41 % 41 % Comparison of Years Ended December 31, 2023 to December 31, 2022 The following tables in this section set forth our selected consolidated statements of operations (in thousands), data for the percentage change and data as a percentage of revenue for the years ended December 31, 2023 and 2022.
(2) Operating expenses include stock-based compensation expense as follows (in thousands): 65 Year Ended December 31, 2024 2023 2022 Stock-based compensation expense data: Cost of hardware and other revenue $ 2 $ 5 $ — Sales and marketing 2,833 3,522 4,342 General and administrative 13,080 13,028 15,037 Research and development 25,327 30,728 33,275 Total stock-based compensation expense $ 41,242 $ 47,283 $ 52,654 The following table sets forth the components of cost of revenue as a percentage of revenue: Year Ended December 31, 2024 2023 2022 Components of cost of revenue as a percentage of revenue: Cost of SaaS and license revenue as a percentage of SaaS and license revenue 14 % 15 % 14 % Cost of hardware and other revenue as a percentage of hardware and other revenue 77 77 83 Total cost of revenue as a percentage of total revenue 35 % 37 % 41 % Comparison of Years Ended December 31, 2024 to December 31, 2023 The following tables in this section set forth our selected consolidated statements of operations (in thousands), data for the percentage change and data as a percentage of revenue for the years ended December 31, 2024 and 2023.
Sales and marketing expense from our Other segment increased $1.7 million in 2023 as compared to 2022, primarily due to increases in personnel and related costs, attributable in part to increases in the headcount for our sales team.
Sales and marketing expense from our Other segment increased $4.8 million in 2024 as compared to 2023, primarily due to increases in personnel and related costs, attributable in part to increases in the headcount for our sales team.
We did not make any material changes to the underlying assumptions used as of the acquisition date to calculate the purchase price of the business combinations that occurred during 2023 and 2022. We do not expect any material changes in the near term to the underlying assumptions used to calculate the purchase price of those business combinations.
We did not make any material changes to the underlying assumptions used as of the acquisition date to calculate the purchase price of the business combinations that occurred during 2023 and 2022.
If tariffs are increased or are expanded to apply to more of our products, such actions may increase our cost of hardware revenue and reduce our hardware revenue margins in the future. We continue to monitor the changes in tariffs.
If tariffs are increased or are expanded to apply to more of our products, such actions may increase our cost of hardware revenue and reduce our hardware revenue margins in the future. We continue to monitor the changes in tariffs. We currently expect our hardware revenue margins in 2025 to approximate the hardware revenue margins experienced during 2024.
Historical Cash Flows The following table sets forth our cash flows for the periods indicated (in thousands): Year Ended December 31, 2023 2022 2021 Cash flows from operating activities $ 135,965 $ 56,901 $ 103,157 Cash flows used in investing activities (25,966) (68,319) (20,365) Cash flows (used in) / from financing activities (31,865) (76,324) 374,370 Operating Activities Cash flows from operating activities have typically been generated from our net income and by changes in our operating assets and liabilities, particularly from accounts receivable and inventory, adjusted for non-cash expense items such as amortization and depreciation, deferred income taxes and stock-based compensation.
Historical Cash Flows The following table sets forth our cash flows for the periods indicated (in thousands): Year Ended December 31, 2024 2023 2022 Cash flows from operating activities $ 206,413 $ 135,965 $ 56,901 Cash flows used in investing activities (24,681) (25,966) (68,319) Cash flows from / (used in) financing activities 346,430 (31,865) (76,324) 78 Operating Activities Cash flows from operating activities have typically been generated from our net income and by changes in our operating assets and liabilities, particularly from accounts receivable, accounts payable and inventory, adjusted for non-cash expense items such as amortization and depreciation, deferred income taxes and stock-based compensation.
On February 15, 2023, our board of directors authorized the cancellation of the balance under the stock repurchase program ending December 3, 2023 and also authorized a stock repurchase program, effective February 23, 2023, under which we are authorized to purchase up to an aggregate of $100.0 million of our outstanding common stock during the two-year period ending February 23, 2025.
Stock Repurchase Programs On February 15, 2023, our board of directors authorized a stock repurchase program, effective February 23, 2023, under which we were authorized to purchase up to an aggregate of $100.0 million of our outstanding common stock during the two-year period ending February 23, 2025.
While variable consideration assumptions and assumptions regarding the relative stand-alone selling price are specific to each contract, we did not make any material changes to these assumptions for the year ended December 31, 2023. We do not expect any material changes in the near term to the underlying assumptions used to recognize revenue during the year ended December 31, 2023.
While variable consideration assumptions are specific to each contract, we did not make any material changes to these assumptions for the year ended December 31, 2024. We do not expect any material changes in the near term to the underlying assumptions used to recognize revenue during the year ended December 31, 2024.
Research and Development Expense Year Ended December 31, % Change 2023 2022 2023 vs. 2022 Research and development $ 245,114 $ 218,635 12 % % of total revenue 28 % 26 % 65 The $26.5 million increase in research and development expense in 2023 as compared to 2022 was primarily due to a $20.2 million increase in personnel and related costs for our Alarm.com segment, attributable in part to an increase in headcount of employees in research and development functions as well as a $1.8 million increase in our expenses for external consultants.
Research and Development Expense Year Ended December 31, % Change 2024 2023 2024 vs. 2023 Research and development $ 255,878 $ 245,114 4 % % of total revenue 27 % 28 % The $10.8 million increase in research and development expense in 2024 as compared to 2023 was primarily due to a $5.7 million increase in personnel and related costs for our Alarm.com segment, attributable in part to an increase in headcount of employees in research and development functions as well as a $2.4 million increase in our expenses for external consultants.
Cost of software license revenue as a percentage of software license revenue was 3% and 2% in 2023 and 2022, respectively.
Cost of software license revenue as a percentage of software license revenue was 3% in 2024 and 2023.
It remains difficult to assess or predict the ultimate duration and economic impact of the Macroeconomic Conditions. 60 Cost of Revenue Our cost of SaaS and license revenue primarily includes the amounts paid to wireless network providers and, to a lesser extent, the costs of running our network operations centers which are expensed as incurred, as well as patent and royalty costs in connection with technology licensed from third-party providers and amounts paid to distributed energy resource providers.
Cost of Revenue Our cost of SaaS and license revenue primarily includes the amounts paid to wireless network providers and, to a lesser extent, the costs of running our network operations centers which are expensed as incurred, as well as patent and royalty costs in connection with technology licensed from third-party providers and amounts paid to distributed energy resource providers.
We expect in the near term that amortization and depreciation may fluctuate based on our acquisition activity, development of our platforms and capitalized expenditures. Interest Expense We record interest expense associated with our 2026 Notes and acquired debt. Interest expense in 2024 is expected to remain relatively consistent with the interest expense in 2023.
We expect in the near term that amortization and depreciation may fluctuate based on our acquisition activity, development of our platforms and capitalized expenditures. Interest Expense We record interest expense associated with our 2026 Notes, 2029 Notes and acquired debt. Interest expense in 2025 is expected to increase as compared to 2024 due to the issuance of the 2029 Notes.
The SaaS and license revenue for the Alarm.com segment increased $36.5 million in 2023 as compared to 2022 primarily due to growth in our subscriber base, including the revenue impact from subscribers we added in 2022.
The SaaS and license revenue for the Alarm.com segment increased $49.8 million in 2024 as compared to 2023 primarily due to growth in our subscriber base, including the revenue impact from subscribers we added in 2023, as well as an increase in our license revenue.
These service provider contracts typically have an initial term of one year, with subsequent renewal terms of one year. Our service provider partners have indicated that they typically have three to five-year service contracts with residential and commercial property owners who use our solutions. We also generate hardware and other revenue, primarily from our service provider partners and distributors.
Contracts with our service provider partners typically have an initial term of one year, with subsequent renewal terms of one year. Our service provider partners have indicated that they typically have three to five-year service contracts with residential and commercial property owners who use our solutions.
The cost of SaaS and license revenue for the Other segment increased $3.5 million in 2023 as compared to 2022 primarily due to an increase in sales of our energy management and demand response solutions, which drove a corresponding increase in amounts paid to distributed energy resource providers.
The cost of SaaS and license revenue for the Other segment increased $3.3 million in 2024 as compared to 2023 primarily due to an increase in sales of our energy management and demand response solutions, which drove a corresponding increase in amounts paid to distributed energy resource providers.The cost of hardware and other revenue for the Alarm.com segment decreased $2.1 million in 2024 as compared to 2023 primarily due to a decrease in the number of hardware units shipped.