Biggest changeYears ended December 31, 2023 vs 2022 Change 2022 vs 2021 Change 2023 2022 2021 $ % $ % (dollars in thousands) Revenue Hardware $ 137,201 $ 87,372 $ 69,629 $ 49,829 57 % $ 17,743 25 % Professional services 35,473 32,301 22,732 3,172 10 % 9,569 42 % Hosted services 64,164 48,148 18,276 16,016 33 % 29,872 163 % Total revenue 236,838 167,821 110,637 69,017 41 % 57,184 52 % Cost of revenue Hardware 108,780 83,289 70,448 25,491 31 % 12,841 18 % Professional services 55,495 59,547 38,189 (4,052 ) (7 )% 21,358 56 % Hosted services 23,034 23,637 12,073 (603 ) (3 )% 11,564 96 % Total cost of revenue 187,309 166,473 120,710 20,836 13 % 45,763 38 % Operating expense Research and development 28,805 29,422 21,572 (617 ) (2 )% 7,850 36 % Sales and marketing 19,209 20,872 14,017 (1,663 ) (8 )% 6,855 49 % General and administrative 44,674 55,305 25,990 (10,631 ) (19 )% 29,315 113 % Total operating expenses 92,688 105,599 61,579 (12,911 ) (12 )% 44,020 71 % Loss from operations (43,159 ) (104,251 ) (71,652 ) 61,092 (59 )% (32,599 ) 45 % Other income (expense) Interest income (expense), net 8,580 1,946 (249 ) 6,634 341 % 2,195 882 % Other (expense) income, net (116 ) 595 55 (711 ) (119 )% 540 982 % Loss before income taxes (34,695 ) (101,710 ) (71,846 ) 67,015 66 % (29,864 ) (42 )% Income tax (benefit) expense (108 ) (5,388 ) 115 5,280 98 % (5,503 ) (4785 )% Net Loss $ (34,587 ) $ (96,322 ) $ (71,961 ) $ 61,735 64 % $ (24,361 ) (34 )% 45 Comparison of the Years ended December 31, 2023 and 2022 Revenue Years ended December 31, Change Change 2023 2022 $ % (dollars in thousands) Revenue Hardware $ 137,201 $ 87,372 $ 49,829 57 % Professional services 35,473 32,301 3,172 10 % Hosted services 64,164 48,148 16,016 33 % Total revenue $ 236,838 $ 167,821 $ 69,017 41 % Total revenue increased by $69.0 million, or 41%, to $236.8 million for the year ended December 31, 2023, from $167.8 million for the year ended December 31, 2022.
Biggest changeYears ended December 31, 2024 vs 2023 Change 2023 vs 2022 Change 2024 2023 2022 $ % $ % (dollars in thousands) Revenue Hardware $ 82,844 $ 137,201 $ 87,372 $ (54,357 ) (40 )% $ 49,829 57 % Professional services 18,803 35,473 32,301 (16,670 ) (47 )% 3,172 10 % Hosted services 73,238 64,164 48,148 9,074 14 % 16,016 33 % Total revenue 174,885 236,838 167,821 (61,953 ) (26 )% 69,017 41 % Cost of revenue Hardware 58,833 108,780 83,289 (49,947 ) (46 )% 25,491 31 % Professional services 31,160 55,495 59,547 (24,335 ) (44 )% (4,052 ) (7 )% Hosted services 24,554 23,034 23,637 1,520 7 % (603 ) (3 )% Total cost of revenue 114,547 187,309 166,473 (72,762 ) (39 )% 20,836 13 % Operating expense Research and development 29,369 28,805 29,422 564 2 % (617 ) (2 )% Sales and marketing 18,446 19,209 20,872 (763 ) (4 )% (1,663 ) (8 )% General and administrative 54,295 44,674 55,305 9,621 22 % (10,631 ) (19 )% Total operating expenses 102,110 92,688 105,599 9,422 10 % (12,911 ) (12 )% Loss from operations (41,772 ) (43,159 ) (104,251 ) 1,387 3 % 61,092 (59 )% Other income (expense) Interest income, net 8,242 8,580 1,946 (338 ) (4 )% 6,634 (341 )% Other income (expense), net 154 (116 ) 595 270 233 % (711 ) (119 )% Loss before income taxes (33,376 ) (34,695 ) (101,710 ) 1,319 4 % 67,015 66 % Income tax expense (benefit) 267 (108 ) (5,388 ) 375 (347 )% 5,280 (98 )% Net Loss $ (33,643 ) $ (34,587 ) $ (96,322 ) $ 944 3 % $ 61,735 64 % 48 Comparison of the years ended December 31, 2024 and 2023 Revenue Years ended December 31, Change Change 2024 2023 $ % (dollars in thousands) Revenue Hardware $ 82,844 $ 137,201 $ (54,357 ) (40 )% Professional services 18,803 35,473 (16,670 ) (47 )% Hosted services 73,238 64,164 9,074 14 % Total revenue $ 174,885 $ 236,838 $ (61,953 ) (26 )% Total revenue decreased by approximately $61.9 million, or 26%, to $174.9 million for the year ended December 31, 2024, from $236.8 million for the year ended December 31, 2023.
Category Adoption and Market Growth Our future growth depends in part on the continued consumer adoption of hardware and software products which improve the resident experience and the growth of this market.
Category Adoption and Market Growth Our future growth depends in part on the continued consumer adoption of software and hardware products which improve the resident experience and the growth of this market.
Investing Activities For the year ended December 31, 2023, we used $6.0 million of cash for investing activities, resulting primarily from cash paid of $3.6 million for capitalized internal-use software development costs and $2.3 million cash paid for investment in non-affiliate.
For the year ended December 31, 2023, we used $6.0 million of cash for investing activities, resulting primarily from cash paid of $3.6 million for capitalized internal-use software development costs and $2.3 million cash paid for investment in non-affiliate.
Financing Activities For the year ended December 31, 2023, our financing activities used $1.9 million of cash, resulting primarily from $1.7 million used for earnout payments related to the iQuue acquisition. For the year ended December 31, 2022, our financing activities used $2.8 million of cash primarily for taxes paid related to net share settlements of stock-based compensation awards.
For the year ended December 31, 2023, our financing activities used $1.9 million of cash, resulting primarily from $1.7 million used for earnout payments related to the iQuue acquisition. For the year ended December 31, 2022, our financing activities used $2.8 million of cash primarily for taxes paid related to net share settlements of stock-based compensation awards.
We will remain an “emerging growth company” under the JOBS Act until the earliest of (a) the first fiscal year following the fifth anniversary of the initial public offering by FWAA (the "FWAA IPO"), which closed on February 9, 2021, (b) the last date of our fiscal year in which we have total annual gross revenue of at least $1.235 billion, (c) the last date of our fiscal year in which we are deemed to be a “large accelerated filer” under the rules of the SEC with at least $700.0 million of outstanding securities held by non-affiliates or (d) the date on which we have issued more than $1.0 billion in non- convertible debt securities during the previous three years.
We will remain an “emerging growth company” under the JOBS Act until the earliest of (a) the first fiscal year following the fifth anniversary of the initial public offering by FWAA, which closed on February 9, 2021, (b) the last date of our fiscal year in which we have total annual gross revenue of at least $1.235 billion, (c) the last date of our fiscal year in which we are deemed to be a “large accelerated filer” under the rules of the SEC with at least $700.0 million of outstanding securities held by non-affiliates or (d) the date on which we have issued more than $1.0 billion in non- convertible debt securities during the previous three years.
The extended transition period exemptions afforded by our emerging growth company status may make it difficult or impossible to compare our financial results with the financial results of another public company that is either not an emerging growth company 53 or is an emerging growth company that has chosen not to take advantage of this exemption because of the potential differences in accounting standards used.
The extended transition period exemptions afforded by our emerging growth company status may make it difficult or impossible to compare our financial results with the financial results of another public company that is either not an emerging growth company or is an emerging growth company that has chosen not to take advantage of this exemption because of the potential differences in accounting standards used.
All historic non-GAAP financial measures have been reconciled with the most directly comparable GAAP financial measures - these non-GAAP financial measures are not intended to supersede or replace our GAAP results. We define EBITDA as net income or loss computed in accordance with GAAP before interest income/expense, income tax expense and depreciation and amortization.
All historic non-GAAP financial measures have been reconciled with the most directly comparable GAAP financial measures - these non-GAAP financial measures are not intended to supersede or replace our GAAP results. We define EBITDA as net income (loss) computed in accordance with GAAP before interest income, net, income tax expense (benefit) and depreciation and amortization.
We must continually develop and introduce innovative new software services and hardware products, and integrate with third-party products and services, mobile applications and other new offerings. 39 New Products, Features and Functionality We are evolving our business into a more diverse platform with new products, features and functionality that enhance the value of our smart home operating system.
We must continually develop and introduce innovative new software services and hardware products, and integrate with third-party products and services, mobile applications and other new offerings. New Products, Features and Functionality We are evolving our business into a more diverse platform with new products, features and functionality that enhance the value of our smart home operating system.
The GAAP measure most directly comparable to EBITDA and Adjusted EBITDA is net income or loss. 49 EBITDA and Adjusted EBITDA are not used as measures of our liquidity and should not be considered alternatives to net income or loss or any other measure of financial performance presented in accordance with GAAP.
The GAAP measure most directly comparable to EBITDA and Adjusted EBITDA is net income (loss). EBITDA and Adjusted EBITDA are not used as measures of our liquidity and should not be considered alternatives to net income (loss) or any other measure of financial performance presented in accordance with GAAP.
A change in our estimates could have a significant impact on the value of our inventory and our results of operations. Stock-Based Compensation Our stock-based compensation relates to stock options and restricted stock units ("RSUs") granted to our employees and directors. Stock-based awards are measured based on the grant date fair value.
A change in our estimates could have a significant impact on the value of our inventory and our results of operations. 55 Stock-Based Compensation Our stock-based compensation relates to stock options and restricted stock units ("RSUs") granted to our employees and directors. Stock-based awards are measured based on the grant date fair value.
The hardware performance obligation includes the delivery of hardware, and the Hosted Services performance obligation allows the 52 customer use of our software during the contracted-use term. The subscription for the software and certain Hub Devices combine as one performance obligation, and there is no support or ongoing subscription for other device hardware.
The hardware performance obligation includes the delivery of hardware, and the Hosted Services performance obligation allows the customer use of our software during the contracted-use term. The subscription for the software and certain Hub Devices combine as one performance obligation, and there is no support or ongoing subscription for other device hardware.
While these areas represent opportunities for us, they also represent challenges and risks that we must successfully address in order to operate our business. Active Supply Chain Management We continue to experience improvements in the challenges related to the global supply chain.
While these areas represent opportunities for us, they also represent challenges and risks that we must successfully address in order to operate our business. 40 Active Supply Chain Management We continue to experience improvements in the challenges related to the global supply chain.
Payments we receive by credit card, check, or automated clearing house payments, and payment terms are determined by individual contracts and range from due upon receipt to net 30 days. Taxes collected from customers and remitted to governmental authorities are not included in reported revenue. Payments received from customers in advance of revenue recognition are reported as deferred revenue.
Payments we receive by check or automated clearing house payments, and payment terms are determined by individual contracts and range from due upon receipt to net 30 days. Taxes collected from customers and remitted to governmental authorities are not included in reported revenue. Payments received from customers in advance of revenue recognition are reported as deferred revenue.
Hosted Services Revenue Hosted Services primarily consist of monthly subscription revenue earned from the fees collected from customers to provide access to one or more of our software applications including access controls, asset monitoring and related services. These subscription arrangements have contractual terms ranging from one month to eight years and include recurring fixed plan subscription fees.
Hosted Services Revenue Hosted Services primarily consist of monthly subscription revenue earned from the fees collected from customers to provide access to one or more of our software applications including access controls, asset monitoring and related services. These subscription arrangements have contractual terms ranging from one month to ten years and include recurring fixed plan subscription fees.
For ABR Loans, the interest rate is based upon the highest of (i) the Prime Rate, (ii) the Federal Funds Effective Rate plus 0.50%, or (iii) 3.25%, plus an applicable margin. As of December 31, 2023, the applicable margins for SOFR Loans and ABR Loans under the Senior Revolving Facility were 1.75% and (0.50%), respectively.
For ABR Loans, the interest rate is based upon the highest of (i) the Prime Rate, (ii) the Federal Funds Effective Rate plus 0.50%, or (iii) 3.25%, plus an applicable margin. As of December 31, 2024, the applicable margins for SOFR Loans and ABR Loans under the Senior Revolving Facility were 1.75% and (0.50%), respectively.
We believe the presentation of both GAAP and non-GAAP financial measures provides investors with increased transparency into financial measures used by our management team, and it also improves investors’ understanding of our underlying operating performance and their ability to analyze our ongoing operating trends.
We believe the presentation of both GAAP and non-GAAP financial measures provides investors with increased transparency into financial measures used by our management team and improves investors’ understanding of our underlying operating performance and their ability to analyze our ongoing operating trends.
Our Business Model We generate revenue primarily from sales of smart home systems which enable property owners and property managers to have visibility and control over assets, while providing all-in-one home control offerings for residents.
Our Business Model We generate revenue primarily from sales of smart home systems that enable property owners and property managers to have visibility and control over assets, while providing all-in-one home control offerings for residents.
To the extent that the final outcome of these matters is different than the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made. 44 Results of Operations for the Years Ended December 31, 2023, 2022 and 2021 The results of operations presented below should be reviewed together with the consolidated financial statements and notes included elsewhere in this Report.
To the extent that the final outcome of these matters is different than the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made. 47 Results of Operations for the Years Ended December 31, 2024, 2023 and 2022 The results of operations presented below should be reviewed together with the consolidated financial statements and notes included elsewhere in this Report.
For comparison of the fiscal years ended December 31, 2022 and 2021, refer to Part II, Item 7 "Management's discussion and analysis of financial condition and results of operations" on Form 10-K for our fiscal year ended December 31, 2022 filed with the SEC on March 8, 2023, under the subheading "Comparison of the years ended December 31, 2022 and 2021".
For comparison of the fiscal years ended December 31, 2023 and 2022, refer to Part II, Item 7 "Management's discussion and analysis of financial condition and results of operations" on Form 10-K for our fiscal year ended December 31, 2023 filed with the SEC on March 5, 2024, under the subheading "Comparison of the years ended December 31, 2023 and 2022".
We utilize the Units Deployed metric to assess the health of our business and measure the trajectory of our growth. We define New Units Deployed as the aggregate number of Hub Devices that were installed (including customer self-installations) during a stated measurement period.
We utilize the Units Deployed metric to assess the health of our business and measure the trajectory of our growth. We define New Units Deployed as the aggregate number of Hub Devices that were installed (including customer self-installations) and resulted in a new active subscription during a stated measurement period.
We utilize the concept of Units Booked to measure estimated near-term resource demand and the resulting approximate range of post-delivery revenue that we will earn and record. Units Booked represent binding orders only. For the years ended December 31, 2023, 2022 and 2021 there were 173,195, 282,512, and 219,901 Units Booked, respectively.
We utilize the concept of Units Booked to measure estimated near-term resource demand and the resulting approximate range of post-delivery revenue that we will earn and record. Units Booked represent binding orders only. For the years ended December 31, 2024, 2023 and 2022 there were 121,670, 173,195 and 282,512 Units Booked, respectively.
We believe our research and development costs will increase in absolute dollars as we increase our investment in product development to broaden the capabilities of our solutions and introduce new products and features – in particular, as we enhance our WiFi offering.
We believe our research and development costs will increase in absolute dollars as we increase our investment in product development to broaden the capabilities of our solutions and introduce new products and features.
Although the correlation has decreased, New Units Deployed is still an indicator of our ability to acquire new customers and expand our relationships with our current customers. As of December 31, 2023, 2022 and 2021, we had an aggregate of 719,691, 547,196, and 339,485 Units Deployed, respectively.
Although the correlation has decreased, New Units Deployed is still an indicator of our ability to acquire new customers and expand our relationships with our current customers. As of December 31, 2024, 2023 and 2022, we had an aggregate of 809,497, 719,691 and 547,196 Units Deployed, respectively.
In August 2021, the Company completed the merger with FWAA, which met the liquidity event vesting condition and triggered the recognition of compensation expense for RSUs for which the time-based vesting condition had been satisfied or partially satisfied.
In August 2021, the Company completed the merger with FWAA, which met the liquidity event vesting condition and triggered the recognition of compensation expense for awards of RSUs, or applicable portions of such awards, for which the time-based vesting condition had been satisfied.
Off-Balance Sheet Arrangements We did not have any off-balance sheet arrangements as of December 31, 2023. Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with GAAP.
Off-Balance Sheet Arrangements We did not have any off-balance sheet arrangements as of December 31, 2024. 54 Critical Accounting Estimates We prepare our consolidated financial statements in accordance with GAAP.
Accordingly, fees collected for subscription services are recognized on a straight-line basis over the contract term beginning on the date the subscription service is made available to the customer. Variable consideration is immaterial. 42 We sell certain Hub Devices, which only function with the subscription to our software applications and related hosting services.
Accordingly, fees collected for subscription services are recognized on a straight-line basis over the contract term beginning on the date the subscription service is made available to the customer. We sold certain Hub Devices, which only function with the subscription to our software applications and related hosting services ("non-distinct Hub Devices").
Although our revenue is primarily driven by New Units Deployed and the aggregate number of Units Deployed, due to the expansion of our products and services that don't require a Hub Device, the correlation between New Units Deployed and revenue is not as strong as it was historically.
Although our revenue is primarily driven by New Units Deployed and the number of Units Deployed, due to the expansion of our products and services that don't require a Hub Device, and Hub Device upgrades that do not result in net new active subscriptions, the correlation between New Units Deployed and revenue is not as strong as it was historically.
Provision for Income Taxes The income tax benefit on the Consolidated Statement of Operations and Comprehensive Loss is primarily related to the federal, state, and international taxes offset by a change in the valuation allowance. We have established a full valuation allowance for net deferred U.S. federal and state tax assets, including net operating loss carryforwards.
Provision for Income Taxes The income tax expense on the Consolidated Statement of Operations and Comprehensive Loss is primarily related to state minimum and franchise taxes. We have established a full valuation allowance for net deferred U.S. federal and state tax assets, including net operating loss carryforwards.
We expect an increase in cost of hardware revenue in absolute dollars in future periods. In 2019, the U.S. administration imposed significant changes to U.S. trade policy with respect to China. Tariffs have subjected certain SmartRent products manufactured overseas to additional import duties. The amount of the import tariff has changed numerous times based on action by the U.S. administration.
We expect an increase in cost of hardware revenue in absolute dollars in future periods. In 2019, the U.S. administration imposed significant changes to U.S. trade policy with respect to China. Tariffs have subjected certain SmartRent products manufactured overseas to additional import duties.
The decrease resulted from the decrease in personnel related costs, partially offset by the increase in the aggregate number of Units Deployed and the resulting increase in hub amortization and the number of active subscriptions for our software service applications.
The increase resulted from a 12% increase in the aggregate number of Units Deployed and the resulting increase in the number of active subscriptions for our software service applications and an increase in personnel-related costs of $0.8 million, partially offset by a $1.4 million decrease in hub amortization.
As of that date, our customers owned an aggregate of approximately 7.0 million units. This represents approximately 16% of the United States market for institutionally owned multifamily rental units and single-family rental homes. In addition to multifamily residential owners, our customers include some of the leading homebuilders, single-family rental homeowners, and iBuyers in the United States.
This represents approximately 15% of the United States market for institutionally owned multifamily rental units and single-family rental homes. In addition to multifamily residential owners, our customers include some of the leading single-family rental homeowners, homebuilders, and iBuyers in the United States.
Subscription arrangements have contractual terms ranging from one month to eight years; the majority of our recurring revenue contracts range from one month to one year and our average recurring revenue contract term is 1.6 years. Key Factors Affecting Our Performance We believe that our success is dependent on many factors, including those further discussed below.
Subscription arrangements have contractual terms ranging from one month to ten years and the weighted average length of our recurring revenue contracts is 4.4 years. Key Factors Affecting Our Performance We believe that our success is dependent on many factors, including those further discussed below.
Our cash equivalents are comprised primarily of money market funds. To date, our principal sources of liquidity have been the net proceeds received as a result of the Business Combination, and payments collected from sales to our customers.
To date, our principal sources of liquidity have been the net proceeds received as a result of the Business Combination, and payments collected from sales to our customers.
We had 172,495, 207,711, and 167,743 New Units Deployed during the years ended December 31, 2023, 2022 and 2021, respectively. We define Units Shipped as the aggregate number of Hub Devices that have been shipped from warehouse locations during a stated measurement period.
For the years ended December 31, 2024, 2023 and 2022, we had 89,806, 172,495 and 207,711 New Units Deployed, respectively. Units Shipped We define Units Shipped as the aggregate number of Hub Devices that have been shipped to customers during a stated measurement period.
For the years ended December 31, 2023 2022 (dollars in thousands) SmartRent Solutions Hardware Professional Services Hosted Services Total 2023 Hardware Professional Services Hosted Services Total 2022 Smart Communities Solutions Smart Apartments $ 130,894 $ 30,546 $ 49,696 $ 211,135 $ 82,799 $ 30,419 $ 37,605 $ 150,823 Access Control 3,607 3,527 912 8,047 3,440 1,799 316 5,555 Community WiFi 395 996 688 2,078 179 44 257 480 Other 2,305 404 1,534 4,243 954 39 1,537 2,529 Smart Operations Solutions - - 11,334 11,334 - - 8,433 8,433 Total Revenue $ 137,201 $ 35,473 $ 64,164 $ 236,838 $ 87,372 $ 32,301 $ 48,148 $ 167,821 Hardware Revenue We generate revenue from the direct sale to our customers of hardware smart home devices, which devices generally consist of a Hub Device, door-locks, thermostats, sensors, and light switches.
For the years ended December 31, 2024 2023 2022 (dollars in thousands) SmartRent Solutions Hardware Professional Services Hosted Services (1) Total 2024 Hardware Professional Services Hosted Services (1) Total 2023 Hardware Professional Services Hosted Services (1) Total 2022 Smart Communities Solutions Smart Apartments $ 74,754 $ 13,095 $ 57,335 $ 145,184 $ 130,894 $ 30,546 $ 49,696 $ 211,135 $ 82,799 $ 30,419 $ 37,605 $ 150,823 Access Control 3,791 2,378 1,722 7,891 3,607 3,527 912 8,047 3,440 1,799 316 5,555 Community WiFi 287 1,041 701 2,029 395 996 688 2,078 179 44 257 480 Other 4,012 2,289 2,100 8,401 2,305 404 1,534 4,243 954 39 1,537 2,529 Smart Operations Solutions - - 11,380 11,380 - - 11,334 11,334 - - 8,433 8,433 Total Revenue $ 82,844 $ 18,803 $ 73,238 $ 174,885 $ 137,201 $ 35,473 $ 64,164 $ 236,838 $ 87,372 $ 32,301 $ 48,148 $ 167,821 (1) For the years ended December 31, 2024, 2023, and 2022, Hosted services revenue for our Smart Apartments solution included hub amortization revenue of $21,600, $23,097, and $20,360, respectively. 45 Hardware Revenue We generate revenue from the direct sale to our customers of hardware smart home devices, which devices generally consist of a Hub Device, door-locks, thermostats, sensors, and light switches.
The increase from both components of Hosted Services revenue resulted primarily from a 32% increase in the aggregate number of Units Deployed, primarily of our Smart Apartment solution, from 547,196 units at December 31, 2022 to 719,691 units at December 31, 2023 and an increase in SaaS ARPU of 2% to $5.40 for the year ended December 31, 2023 from $5.32 for the year ended December 31, 2022.
The increase of Hosted Services revenue resulted primarily from a 12% increase in the aggregate number of Units Deployed, primarily of our Smart Apartment solution, from 719,691 units at December 31, 2023 to 809,497 units at December 31, 2024 and an increase in SaaS ARPU of 4% to $5.63 for the year ended December 31, 2024 from $5.40 for the year ended December 31, 2023.
The majority of our recurring revenue contracts range from one month to one year and our average recurring revenue contract term is 1.6 years. Our arrangements do not provide the customer with the right to take possession of our software at any time. Customers are granted continuous access to the services over the contractual period.
The weighted average length of our recurring revenue contracts is 4.4 years. Our arrangements do not provide the customer with the right to take possession of our software at any time. Customers are granted continuous access to the services over the contractual period.
We define Adjusted EBITDA as EBITDA before the following items: stock-based compensation expense, non-employee warrant expense, non-recurring warranty provisions, asset impairment, loss on extinguishment of debt, non-recurring expenses in connection with acquisitions, severance charges, and other expenses caused by non-recurring or unusual events that are not indicative of our ongoing business.
We define Adjusted EBITDA as EBITDA before expenses related to non-recurring legal matters, stock-based compensation, impairment of investment in a non-affiliate, non-employee warrant expense, non-recurring warranty provisions, asset impairment, compensation expense in connection with acquisitions, other acquisition expenses, and other expenses caused by non-recurring, or unusual, events that are not indicative of our ongoing business.
If a contract contains a material right, proceeds are allocated to the material right and recognized over the period of benefit, which is generally four years.
If a contract contains a material right, proceeds are allocated to the material right and recognized over the period of benefit, which is generally four years. We do not expect to deploy any more non-distinct Hub Devices.
Recent Accounting Pronouncements See Note 2, “Significant Accounting Policies” - Recent Accounting
Recent Accounting Pronouncements See Note 2, “Significant Accounting Policies” - Recent Accounting Guidance for more information.
We had 226,722, 200,169, and 192,867 Units shipped during the years ended December 31, 2023, 2022 and 2021, respectively. Units Booked We define Units Booked as the aggregate number of Hub Device units associated with binding orders executed during a stated measurement period.
For the years ended December 31, 2024, 2023 and 2022, we had 169,476, 226,722 and 200,169 Units Shipped, respectively. Units Booked We define Units Booked as the aggregate number of Hub Device units subject to binding orders executed during a stated measurement period that will result in a New Unit Deployed.
Key Operating and Financial Metrics We regularly monitor a number of operating and financial metrics, which include certain non-GAAP financial measures in order to evaluate our operating performance, identify trends affecting our business, formulate business plans, measure our progress and make strategic decisions. Non-GAAP financial measures may not provide accurate predictions of future GAAP financial results.
Key Metrics We regularly monitor a number of operating metrics in order to evaluate our operating performance, identify trends affecting our business, formulate business plans, measure our progress and make strategic decisions.
Factors that could cause or contribute to such differences include those identified below and those discussed in the section titled “Risk Factors” and other parts of this Report.
Factors that could cause or contribute to such differences include those identified below and those discussed in the section titled “Risk Factors” and other parts of this Report. Our historical results are not necessarily indicative of the results that may be expected for any period in the future.
See “Non-GAAP Financial Measures” for additional information and reconciliations of these measures. 41 Components of Results of Operations Revenue We generate revenue primarily from sales of systems that consist of hardware devices, professional installation services and Hosted Services enabling property owners and property managers to have visibility and control over assets, while providing all-in-one home control offerings for residents.
Customer Net Revenue Retention was 111% as of December 31, 2024. 44 Components of Results of Operations Revenue We generate revenue primarily from sales of systems that consist of hardware devices, professional installation services and Hosted Services enabling property owners and property managers to have visibility and control over assets, while providing all-in-one home control offerings for residents.
Hosted Services Cost of Hosted Services revenue consists primarily of the amortization of the direct costs of certain Hub Devices consistent with the revenue recognition period noted above in “Hosted Services Revenue” and infrastructure costs associated with providing our software applications together with the indirect cost of customer care and support over the life of the service arrangement.
Professional Services Cost of professional services revenue consists primarily of direct costs related to personnel-related expenses for installation and supervision of installation services, general contractor expenses and travel expenses associated with installation of our products, and indirect costs that are also primarily personnel-related expenses in connection with training of and ongoing support for customers and residents. 46 Hosted Services Cost of Hosted Services revenue consists primarily of the amortization of the direct costs of certain Hub Devices consistent with the revenue recognition period noted above in “Hosted Services Revenue” and infrastructure costs associated with providing our software applications together with the indirect cost of customer care and support over the life of the service arrangement.
Net Revenue Retention includes any reductions in revenue caused by cancellations or downgrades, offset by additions to revenue from price increases on existing products, additions of new products at existing properties and subscription upgrades.
Property Net Revenue Retention includes additions to revenue from price increases on existing products, additions of new products at existing properties and transfers of ownership, offset by any reductions in revenue caused by cancellations or downgrades. Property Net Revenue Retention was 101% as of December 31, 2024 compared to 105% as of December 31, 2023.
This increase in hardware revenue was driven by our Smart Communities Solutions and resulted from a 13% increase in units shipped to 226,722 for the year ended December 31, 2023 from 200,169 for the year ended December 31, 2022, and an ARPU increase of 39% to $605.15 for the 2023 period from $436.49 for the 2022 period.
This decrease in hardware revenue was driven by a decrease in revenue related to our Smart Apartments Solutions and resulted from a 25% decrease in Units Shipped to 169,476 for the year ended December 31, 2024 from 226,722 for the year ended December 31, 2023, and a Hardware ARPU decrease of 19% to $489 for the 2024 period from $605 for the 2023 period.
We define SaaS ARPU as total SaaS revenue during a given period divided by the average aggregate Units Deployed in the same period. For the years ended December 31, 2023, 2022 and 2021, SaaS ARPU was $5.40, $5.32 and $2.76, respectively.
Under the previous definition, Professional Services ARPU was $209, $206 and $156 for the years ended December 31, 2024, 2023 and 2022, respectively. We define SaaS ARPU as total SaaS Revenue during a given period divided by the average aggregate Units Deployed in the same period divided by the number of months in the period.
We believe that we have established an adequate allowance for our uncertain tax positions, although we can provide no assurance that the final outcome of these matters will not be materially different.
We expect to maintain this valuation allowance until it becomes more likely than not that the benefit of our federal and state deferred tax assets will be realized. We believe that we have established an adequate allowance for our uncertain tax positions, although we can provide no assurance that the final outcome of these matters will not be materially different.
Repurchases under the program may be made from time to time through open market purchases or through privately negotiated transactions subject to market conditions, applicable legal requirements and other relevant factors. The repurchase program does not obligate us to acquire any particular amount of our Class A common stock and may be suspended at any time at our discretion.
Stock Repurchase Program In March 2024, the Board authorized a stock repurchase program pursuant to which we may repurchase up to $50 million of our Class A common stock. Repurchases under the program may be made from time to time through open market purchases or through privately negotiated transactions subject to market conditions, applicable legal requirements and other relevant factors.
Hardware cost of revenue increased by $25.5 million, or 31%, to $108.8 million for the year ended December 31, 2023, from $83.3 million for the year ended December 31, 2022.
Hardware cost of revenue decreased by $50.0 million, or 46%, to $58.8 million for the year ended December 31, 2024, from $108.8 million for the year ended December 31, 2023.
The timing and number of shares repurchased will depend on a variety of factors, including the stock price, business and market conditions, corporate and regulatory requirements, alternative investment opportunities, acquisition opportunities, and other factors. To date, we have not made any repurchases under our stock repurchase program, and $50 million remains available for future repurchases.
The timing and number of shares repurchased will depend on a variety of factors, including the stock price, business and market conditions, corporate and regulatory requirements, alternative investment opportunities, acquisition opportunities, and other factors.
Cash Flow Summary - Years Ended December 31, 2023, 2022 and 2021 The following table summarizes our cash flows for the periods presented: Years ended December 31, 2023 2022 2021 (dollars in thousands) Net cash provided by (used in) Operating activities $ 5,981 $ (77,833 ) $ (70,376 ) Investing activities (6,023 ) (133,993 ) (9,373 ) Financing activities (1,905 ) (2,801 ) 473,926 Operating Activities For the year ended December 31, 2023, our operating activities resulted in net proceeds of $6.0 million in cash resulting primarily from $27.8 million provided by non-cash expenses and $12.8 million provided by changes in our operating assets and liabilities, partially offset by our net loss of $34.6 million.
Years ended December 31, 2024 2023 2022 (dollars in thousands) Net cash (used in) provided by Operating activities $ (32,913 ) $ 5,981 $ (77,833 ) Investing activities (7,599 ) (6,023 ) (133,993 ) Financing activities (32,962 ) (1,905 ) (2,801 ) 53 Operating Activities For the year ended December 31, 2024, our operating activities used $32.9 million in cash resulting primarily from our net loss of $33.6 million and $28.4 million used in changes in our operating assets and liabilities, partially offset by approximately $29.1 million provided by non-cash expenses.
Income Taxes Years ended December 31, Change Change 2023 2022 $ % (dollars in thousands) Loss before income taxes $ (34,695 ) $ (101,710 ) $ 67,015 66 % Income tax benefit (108 ) (5,388 ) 5,280 98 % We provided a full valuation allowance on our net U.S. federal and state deferred tax assets at December 31, 2023, and December 31, 2022.
Income Taxes Years ended December 31, Change Change 2024 2023 $ % (dollars in thousands) Loss before income taxes $ (33,376 ) $ (34,695 ) $ 1,319 4 % Income tax expense (benefit) 267 (108 ) 375 347 % We provided a full valuation allowance on our net U.S. federal and state deferred tax assets as of December 31, 2024, and December 31, 2023.
Through a Hub Device, we enable the integration of our platform with third-party smart devices, our own hardware devices and other technology interfaces. We use an open-architecture, brand-agnostic approach that allows owners, operators, and residents to manage their smart home systems through a single connected interface.
We use an open-architecture, brand-agnostic approach that allows owners, operators, and residents to manage their smart home systems through a single connected interface.
We monitor our ARR to assess the general health and trajectory of our Hosted Services business. Our ARR was approximately $46.2 million, $32.3 million, and $10.6 million as of December 31, 2023, 2022 and 2021 respectively.
We believe that ARR growth demonstrates our ability to acquire new customers and to maintain and expand our relationships with existing customers. More specifically, we monitor our ARR to assess the general health and trajectory of our Hosted Services business. As of December 31, 2024, 2023 and 2022, ARR was approximately $54.4 million, $46.2 million and $32.3 million, respectively.
Of the $64.1 million revenue in 2023, $23.0 million is related to hub amortization and $41.1 million is related to SaaS revenue. Revenue increased from hub amortization and SaaS by $2.7 million and $13.3 million, respectively, from the year ended December 31, 2022 to the year ended December 31, 2023.
Of the $73.2 million revenue in 2024, $51.6 million is related to SaaS Revenue and $21.6 million is related to hub amortization. Revenue from SaaS increased by $10.5 million and revenue from hub amortization decreased by $1.5 million from the year ended December 31, 2023 to the year ended December 31, 2024.
Our solutions include smart apartments and homes, access control for buildings, common areas, and rental units, asset protection and monitoring, parking management, self-guided tours, and community and resident WiFi. We also have a professional services team that provides customers with training, installation, and support services.
Our Smart Community solutions include software and devices that power (i) smart apartments and homes, (ii) access control for buildings, common areas, and rental units, (iii) community and resident WiFi, and other solutions such as asset protection and monitoring, parking management and self-guided tours.
Investing in Research and Development Our performance is significantly dependent on the investments we make in research and development, including our ability to attract and retain highly skilled research and development personnel.
The incremental improvements in the global supply chain are evidenced by our reduction of backlogged Units Deployed for Access Control and made-to-order locks. Investing in Research and Development Our performance is significantly dependent on the investments we make in research and development, including our ability to attract and retain highly skilled research and development personnel.
Sales and marketing expenses decreased by $1.7 million, or 8%, to $19.2 million for the year ended December 31, 2023 from $20.9 million for the year ended December 31, 2022, resulting primarily from a decrease of approximately $0.8 million in stock-based compensation, and $0.5 million in conference and trade show expenses.
Sales and marketing expenses decreased by $0.8 million, or 4%, to $18.4 million for the year ended December 31, 2024 from $19.2 million for the year ended December 31, 2023, resulting primarily from a decrease of approximately $1.2 million in personnel-related expenses, partially offset by an increase of $0.3 million in business applications and software.
For the years ended December 31, 2023 2022 2021 (dollars in thousands) Net loss $ (34,587 ) $ (96,322 ) $ (71,961 ) Interest (income) expense, net (8,580 ) (1,946 ) 249 Income tax (benefit) expense (108 ) (5,388 ) 115 Depreciation and amortization 5,533 4,262 463 EBITDA (37,742 ) (99,394 ) (71,134 ) Stock-based compensation 13,271 13,716 8,131 Non-employee warrant expense (193 ) 289 931 Compensation expense in connection with acquisitions 2,010 5,042 - Asset impairment - 4,441 - Severance charges 1,070 - - Other acquisition expenses 651 1,197 - Loss on extinguishment of debt - - 27 Non-recurring warranty provision 1,746 - 6,430 Adjusted EBITDA $ (19,187 ) $ (74,709 ) $ (55,615 ) Liquidity and Capital Resources Sources of Liquidity As of December 31, 2023, we had cash and cash equivalents of $215.2 million, which were held for working capital and general corporate purposes.
For the years ended December 31, 2024 2023 2022 (dollars in thousands) Net loss $ (33,643 ) $ (34,587 ) $ (96,322 ) Interest income, net (8,242 ) (8,580 ) (1,946 ) Income tax expense (benefit) 267 (108 ) (5,388 ) Depreciation and amortization 6,495 5,533 4,262 EBITDA (35,123 ) (37,742 ) (99,394 ) Legal matter (1) 8,325 - Stock-based compensation 10,766 13,271 13,716 Impairment of investment in non-affiliate 2,250 - - Non-employee warrant expense - (193 ) 289 Non-recurring warranty provision 291 1,746 - Asset impairment - - 4,441 Compensation expense in connection with acquisitions - 2,010 5,042 Other acquisition expenses (725 ) 651 1,197 Other non-operating expenses (2) 4,334 1,070 - Adjusted EBITDA $ (9,882 ) $ (19,187 ) $ (74,709 ) (1) Refer to Note 12 "Commitments and Contingencies".
We calculate Units Booked SaaS ARPU as the first year ARR for binding orders executed during the stated measurement period divided by the total Units Booked in the same period. We don’t expect to deploy any more non-distinct Hub Devices, thus, the revenue contribution from hub amortization should decrease in future periods until the non-distinct Hub Devices are fully amortized.
We don’t expect to deploy any more non-distinct Hub Devices, thus, the revenue contribution from hub amortization should continue to decrease in future periods until the non-distinct Hub Devices are fully amortized.
Non-GAAP Financial Measures To supplement the consolidated financial statements, which are prepared and presented in accordance with GAAP, we present EBITDA and Adjusted EBITDA, described below, as non-GAAP measures.
We do not currently expect the Inflation Reduction Act to have a material impact on our financial results, including on our annual estimated effective tax rate. 51 Non-GAAP Financial Measures To supplement the consolidated financial statements, which are prepared and presented in accordance with GAAP, we present EBITDA and Adjusted EBITDA, described below, as non-GAAP measures.
Currently, the majority of our revenue is generated from the direct sale to our customers of hardware smart home devices, which devices generally consist of a Hub Device, door-locks, thermostats, sensors, and light switches.
Our revenue is generated from: (1) the direct sale to our customers of hosted services from monthly subscription fees collected from customers to provide access Hosted Services including access controls, asset monitoring, WiFi, and related services; (2) the sale and delivery of smart home devices, which generally consist of a Hub Device, door-locks, thermostats, sensors, and light switches ; and (3) installation and implementation of smart home devices that enable our Hosted Services.
We believe our research and development costs will increase in absolute dollars as we increase our investment in product development to broaden the capabilities of our solutions and introduce new products and features - in particular as we enhance our WiFi offering. 43 Sales and Marketing Expenses Our sales and marketing expenses consist of costs directly associated with our sales and marketing activities, which primarily include personnel-related costs, sales commissions, marketing programs, trade shows, and promotional materials.
We believe our research and development costs will increase in absolute dollars as we increase our investment in product development to enhance the capabilities of our solutions and introduce new products and features.
As of December 31, 2023, we had U.S. federal net operating losses of $3.7 million that begin to expire in 2032 and $200.9 million which will be carried forward indefinitely. As of December 31, 2023, we had $193.4 million of state net operating loss carryforwards that expire on varying dates.
As of December 31, 2024, we had $222.9 million of U.S. federal and $215.4 million of state gross net operating loss carryforwards available to reduce future taxable income, which will be carried forward indefinitely for U.S. federal tax purposes and will expire between 2032 and 2044 for state tax purposes.
For the year ended December 31, 2021, our operating activities used $70.4 million in cash resulting primarily from our net loss of $72.0 million, which was partially offset by $18.0 million of non-cash expenses consisting primarily of $8.1 million for stock-based compensation and $7.6 million for the provision for warranty expenses.
For the year ended December 31, 2023, our operating activities resulted in net proceeds of $6.0 million in cash resulting primarily from $27.8 million provided by non-cash expenses and $12.8 million provided by changes in our operating assets and liabilities, partially offset by our net loss of $34.6 million.
Additionally, business insurance and third-party consulting expenses decreased by $2.3 million and $2.0 million, respectively. 48 Other Income Years ended December 31, Change Change 2023 2022 $ % (dollars in thousands) Interest income, net $ 8,580 $ 1,946 $ 6,634 341 % Other (expense) income, net (116 ) 595 (711 ) (119 )% Interest income, net increased by $6.6 million to approximately $8.5 million for the year ended December 31, 2023, from $1.9 million for the year ended December 31, 2022.
Other Income Years ended December 31, Change Change 2024 2023 $ % (dollars in thousands) Interest income, net $ 8,242 $ 8,580 $ (338 ) (4 )% Other income (expense), net 154 (116 ) 270 233 % Interest income, net decreased by approximately $0.4 million to $8.2 million for the year ended December 31, 2024, from $8.6 million for the year ended December 31, 2023.
Professional services cost of revenue decreased by $4.1 million, or 7%, to $55.5 million for the year ended December 31, 2023, from $59.6 million for the year ended December 31, 2022. The decrease in professional services cost of revenue is primarily attributable to a decrease in personnel-related costs, and related travel, of $7.1 million.
Professional services cost of revenue decreased by $24.3 million, or 44%, to $31.2 million for the year ended December 31, 2024, from $55.5 million for the year ended December 31, 2023.
Approximately $2.9 million of the 2023 increase in SaaS was contributed from our Smart Operations Solutions. Additionally, our Hosted Services growth is driven by our ability to retain our customers and minimize Customer Churn.
Our Hosted Services growth is driven by our ability to retain our customers and minimize Customer Churn.
New Units Deployed decreased by 17% to 172,495 units for the year ended December 31, 2023 from 207,711 units for the year ended December 31, 2022. 46 Hosted Services revenue increased by $16.0 million, or 33%, to approximately $64.1 million for the year ended December 31, 2023, from $48.1 million for the year ended December 31, 2022.
Hosted Services cost of revenue increased by approximately $1.6 million, or 7%, to $24.6 million for the year ended December 31, 2024, from $23.0 million for the year ended December 31, 2023.
The increase in cost of revenue resulted primarily from a 13% increase in units shipped of our Smart Apartment solution hardware devices and the shipment of distinct Hub Devices in the current period.
The decrease in cost of revenue resulted primarily from a 48% decrease in New Units Deployed, a favorable product mix of our hardware devices (more heavily weighted to Alloy SmartHome hardware), and a 25% decrease in Units Shipped of our Smart Apartment solution hardware devices.
Our suite of products and services, which includes both smart building hardware and cloud-based SaaS solutions, provides seamless visibility and control over real estate assets. Our platform can lower operating costs, increase revenues, mitigate operational friction and protect assets for owners and operators, while providing a differentiated, elevated living experience for residents.
Our platform can lower operating costs, increase revenues, mitigate operational friction and protect assets for owners and operators, while providing a differentiated, elevated living experience for residents. Through a Hub Device, we enable the integration of our platform with third-party smart devices, our own hardware devices and other technology interfaces.
Years ended December 31, Change 2023 2022 % Hardware Hardware units shipped 226,722 200,169 13 % Hardware ARPU $ 605.15 $ 436.49 39 % Professional Services New units deployed 172,495 207,711 (17 )% Professional services ARPU $ 205.65 $ 155.51 32 % Hosted Services Units deployed 719,691 547,196 32 % Average aggregate units deployed 633,444 443,341 43 % Non-distinct hub amortization ARPU $ 3.04 $ 3.83 (21 )% SaaS ARPU $ 5.40 $ 5.32 2 % Bookings Units booked 173,195 282,512 (39 )% Bookings (in thousands) $ 158,453 $ 242,957 (35 )% Units booked SaaS ARPU $ 8.32 $ 4.60 81 % Hardware revenue increased by $49.8 million, or 57%, to approximately $137.2 million for the year ended December 31, 2023, from $87.4 million for the year ended December 31, 2022.
Years ended December 31, 2024 2023 Change % Hardware Hardware Units Shipped 169,476 226,722 (25 )% Hardware ARPU $ 489 $ 605 (19 )% Professional Services New Units Deployed 89,806 172,495 (48 )% Professional services ARPU $ 344 $ 255 35 % Hosted Services Units Deployed 809,497 719,691 12 % Average aggregate units deployed 764,594 633,444 21 % SaaS ARPU $ 5.63 $ 5.40 4 % Bookings Units Booked 121,670 173,195 (30 )% Bookings (in thousands) $ 133,836 $ 158,453 (16 )% Units Booked SaaS ARPU $ 6.44 $ 8.32 (23 )% Hardware revenue decreased by $54.4 million, or 40%, to $82.8 million for the year ended December 31, 2024, from $137.2 million for the year ended December 31, 2023.
We calculate non-distinct hub amortization ARPU as total revenue contribution from non-distinct hub amortization during a given period divided by the average aggregate Units Deployed in the same period. Bookings represent the contract value of hardware, professional services, and the first year of ARR for binding orders executed during a stated measurement period.
We define Units Booked SaaS ARPU as the first year ARR for binding orders with Units Booked executed during the stated measurement period divided by the total Units Booked in the same period divided by the number of months in the period.
We define Hardware ARPU as total hardware revenue during a given period divided by the total units shipped during the same period. For the years ended December 31, 2023, 2022 and 2021, Hardware ARPU was $605.15, $436.49 and $361.02, respectively.
Hardware Average Revenue per Unit ("ARPU"), Professional Services ARPU, SaaS ARPU, and Units Booked SaaS ARPU We define Hardware ARPU as total hardware revenue during a given period divided by the total Units Shipped during the same period.
We continue to monitor the change in tariffs. If tariffs are increased, such actions may increase our cost of hardware revenue and reduce our hardware revenue margins in the future.
The amount of the import tariff has changed numerous times based on action by the U.S. administration and new presidential administration recently announced additional tariffs on imports from Canada, Mexico and China. Such actions may increase our cost of hardware revenue and reduce our hardware revenue margins in the future. We continue to monitor the change in tariffs.
Operating Expenses Years ended December 31, Change Change 2023 2022 $ % (dollars in thousands) Research and development $ 28,805 $ 29,422 $ (617 ) (2 )% Sales and marketing 19,209 20,872 (1,663 ) (8 )% General and administrative 44,674 55,305 (10,631 ) (19 )% Research and development expenses decreased by $0.6 million, or 2%, to $28.8 million for the year ended December 31, 2023, from $29.4 million for the year ended December 31, 2022, resulting primarily from a decrease of approximately $0.5 million of personnel-related expenses recorded during the year ended December 31, 2023.
Additionally, Hosted Services attributable to hub amortization, which has a lower margin than our SaaS products, continues to represent a smaller portion of our Hosted Services cost of revenue. 50 Operating Expenses Years ended December 31, Change Change 2024 2023 $ % (dollars in thousands) Research and development $ 29,369 $ 28,805 $ 564 2 % Sales and marketing 18,446 19,209 (763 ) (4 )% General and administrative 54,295 44,674 9,621 22 % Research and development expenses increased by $0.6 million, or 2%, to $29.4 million for the year ended December 31, 2024, from $28.8 million for the year ended December 31, 2023, primarily related to an increase of $0.3 million in business applications and software and $0.2 million in personnel-related expenses.
This was partially offset by an increase of approximately $3.8 million resulting from an increase in third-party direct labor costs. This year we have invested in technology initiatives to allow our teams to be more efficient and furthered our collaboration with third-party partners to augment our professional services.
Additionally, we have invested in technology initiatives to allow our teams to be more efficient and furthered our collaboration with third-party partners to augment our professional services, resulting in improved professional services gross margin compared to the previous period. We believe we will continue to improve efficiency in future periods.
We calculate our Net Revenue Retention as of the end of a given period by dividing monthly recurring revenue ("MRR") at the end of the period (excluding MRR from properties deployed during the current period) by MRR for the same period in the prior year.
Customer Net Revenue Retention We define Customer Net Revenue Retention as SaaS Revenue at the end of the current period related to customers which had SaaS Revenue at the end of the same period in the prior year, divided by SaaS Revenue at the end of the same period in the prior year for those same customers.