Biggest changeIf our actual results and updated projections vary significantly from the projections used as a basis for this determination, we may need to change the valuation allowance against the gross deferred tax assets. 68 Results of Operations The following table sets forth our consolidated statements of operations data for the years ended December 31, 2023 and 2022 (in thousands): As a % of As a % of Change 2023 Revenues 2022 Revenues $ % Revenues $ 92,717 100 % $ 81,003 100 % $ 11,714 14 % Costs Cost of revenues 39,988 43 % 34,218 42 % 5,770 17 % Total costs 39,988 43 % 34,218 42 % 5,770 17 % Gross profit 52,729 57 % 46,785 58 % 5,944 13 % Operating expenses: Sales and marketing 26,959 29 % 22,416 28 % 4,543 20 % Research and development 12,138 13 % 10,026 12 % 2,112 21 % General and administrative 20,557 22 % 15,750 19 % 4,807 31 % Change in fair value of contingent consideration (5,686 ) (6 %) (9,154 ) (11 %) 3,468 (38 %) Total operating expenses 53,968 58 % 39,038 48 % 14,930 38 % Operating income (loss) (1,239 ) (1 %) 7,747 10 % (8,986 ) (116 %) Other expense, net (275 ) — (195 ) — (80 ) -41 % Provision for income taxes 1,204 1 % 1,167 1 % 37 3 % Net income (loss) $ (2,718 ) (3 %) $ 6,385 8 % $ (9,103 ) (143 %) Revenues The increase of $11.7 million was primarily attributable to an $11.6 million increase in revenues from new customers and expansions of existing customer coverage areas, and a $1.0 million increase in revenues from SafePointe which was acquired in the third quarter of 2023.
Biggest changeIf our actual results and updated projections vary significantly from the projections used as a basis for this determination, we may need to change the valuation allowance against the gross deferred tax assets. 71 Results of Operations The following table sets forth our consolidated statements of operations data for the years ended December 31, 2024 and 2023 (in thousands): As a % of As a % of Change 2024 Revenues 2023 Revenues $ % Revenues $ 102,031 100 % $ 92,717 100 % $ 9,314 10 % Costs Cost of revenues 43,542 43 % 39,874 43 % 3,668 9 % Impairment of property and equipment 605 1 % 114 — 491 431 % Total costs 44,147 44 % 39,988 43 % 4,159 10 % Gross profit 57,884 56 % 52,729 57 % 5,155 10 % Operating expenses: Sales and marketing 28,138 28 % 26,959 29 % 1,179 4 % Research and development 13,925 14 % 12,138 13 % 1,787 15 % General and administrative 23,894 23 % 20,557 22 % 3,337 16 % Change in fair value of contingent consideration (554 ) -1 % (5,686 ) -6 % 5,132 -90 % Restructuring expense 336 — — — 336 — Total operating expenses 65,739 64 % 53,968 58 % 11,771 22 % Operating income (loss) (7,855 ) -8 % (1,239 ) -1 % (6,616 ) 534 % Other expense, net (547 ) — (275 ) — (272 ) -99 % Provision for income taxes 778 1 % 1,204 1 % (426 ) -35 % Net income (loss) $ (9,180 ) -9 % $ (2,718 ) -2 % $ (6,462 ) 238 % Revenues The increase of $9.3 million was primarily attributable to an $6.2 million increase in revenues from new customers and expansions of existing customer coverage areas, $2.0 million increase due to 12 months of revenue in 2024 compared to four months in 2023 from acquisition of Safepointe and $2.0 million increase from new CaseBuilder customers.
We also generate revenues from CaseBuilder Crime Gun, a first-of-its-kind digital case management solution that automates the process by which key information is input, captured and used to identify associated gun crime cases leading to the identification of persons of interest. Subscriptions for CaseBuilder Crime Gun recognize revenue similar to our ShotSpotter and CrimeTracer products.
We also generate revenues from CaseBuilder, a first-of-its-kind digital case management solution that automates the process by which key information is input, captured and used to identify associated gun crime cases leading to the identification of persons of interest. Subscriptions for CaseBuilder recognize revenue similar to our ShotSpotter and CrimeTracer products.
We also offer other security solutions within our flagship product offering ShotSpotter, including ShotSpotter for Highways, ShotSpotter for Campus and ShotSpotter for Corporate that are typically smaller-scale deployments of ShotSpotter vertically marketed to universities, corporate campuses, highways, and key infrastructure centers to mitigate risk and enhance security by notifying authorities of outdoor gunfire incidents, saving critical minutes for first responders to arrive.
We also offer other security solutions within our flagship product offering ShotSpotter, including ShotSpotter for Campus and ShotSpotter for Corporate that are typically smaller-scale deployments of ShotSpotter vertically marketed to universities, corporate campuses and key infrastructure centers to mitigate risk and enhance security by notifying authorities of outdoor gunfire incidents, saving critical minutes for first responders to arrive.
All fees billed in advance of services being delivered are recorded as deferred revenue. The timing of when new miles go live can be uncertain and, as a result, can have a significant impact on the levels of revenues and deferred revenue from quarter to quarter. 65 For ShotSpotter, our pricing model is based on a per-square-mile basis.
All fees billed in advance of services being delivered are recorded as deferred revenue. The timing of when new miles go live can be uncertain and, as a result, can have a significant impact on the levels of revenues and deferred revenue from quarter to quarter. For ShotSpotter, our pricing model is based on a per-square-mile basis.
Substantially all of our sales are to governmental agencies and universities, which often undertake a prolonged contract evaluation process that affects the size or the timing of our sales contracts and may likewise increase our customer acquisition costs. 62 We rely on a limited number of suppliers and contract manufacturers to produce components of our solutions.
Substantially all of our sales are to governmental agencies and universities, which often undertake a prolonged contract evaluation process that affects the size or the timing of our sales contracts and may likewise increase our customer acquisition costs. We rely on a limited number of suppliers and contract manufacturers to produce components of our solutions.
We are investing in engineering resources to support further development of ResourceRouter, CrimeTracer, CaseBuilder and SafePointe. The focus of this effort will be in the areas of data science modeling, user experience, core application functionality and backend infrastructure improvements, including integration of ShotSpotter gunshot data to enhance forecasting of gun violence.
We are investing in engineering resources to support further development of ResourceRouter, CrimeTracer, CaseBuilder, PlateRanger and SafePointe. The focus of this effort will be in the areas of data science modeling, user experience, core application functionality and backend infrastructure improvements, including integration of ShotSpotter gunshot data to enhance forecasting of gun violence.
Certain of these applications and outputs may expand the platform of services that we will be able to offer our customers. General and Administrative General and administrative expenses primarily consist of personnel-related costs attributable to our executive, finance, and administrative personnel, legal, litigation, strategic communications, accounting and other professional services fees, and other corporate expenses and allocated overhead.
Certain of these applications and outputs may expand the platform of services that we will be able to offer our customers. 70 General and Administrative General and administrative expenses primarily consist of personnel-related costs attributable to our executive, finance, and administrative personnel, legal, litigation, strategic communications, accounting and other professional services fees, and other corporate expenses and allocated overhead.
For revenues generated through the sale of a proprietary software license and related maintenance and support services and professional software development services, cost of revenues generally includes employee compensation costs that are relatively fixed, third-party contractor costs, allocated facility costs and overhead, and the costs of billable expenses such as travel and lodging.
For revenues generated through the sale of a proprietary software license and related maintenance and support services and professional software development services, cost of revenues generally includes employee compensation costs that are relatively fixed, third-party contractor costs, allocated facility costs and overhead, and the costs of 69 billable expenses such as travel and lodging.
As a result of our process for invoicing contracts and renewals upon execution, our cash flow from operations and accounts receivable can fluctuate due to timing of contract execution and timing of deployment. We generally invoice subscription service renewals for 100% of the total contract value when the renewal contract is executed.
As a result of our process for invoicing contracts and renewals upon execution, our cash flow from operations and accounts receivable can fluctuate due to timing of contract execution and timing of deployment. 68 We generally invoice subscription service renewals for 100% of the total contract value when the renewal contract is executed.
We offer our solutions on a software-as-a-service subscription model to our customers. We generate annual subscription revenues from the deployment of ShotSpotter on a per-square-mile basis. Our security solutions, ShotSpotter for Highways, ShotSpotter for Campus, and ShotSpotter for Corporate are typically sold on a subscription basis, each with a customized deployment plan.
We offer our solutions on a software-as-a-service subscription model to our customers. We generate annual subscription revenues from the deployment of ShotSpotter on a per-square-mile basis. Our security solutions, ShotSpotter for Campus, and ShotSpotter for Corporate are typically sold on a subscription basis, each with a customized deployment plan.
Net New “Go-Live” Square Miles 64 Net new “go-live” square miles represent the square miles covered by deployments of our gunshot detection solutions that were formally approved by customers during the year, both from initial and expanded customer deployments, net of square miles that ceased to be “live” during the year due to customer cancellations.
Net New “Go-Live” Square Miles Net new “go-live” square miles represent the square miles covered by deployments of our gunshot detection solutions that were formally approved by customers during the year, both from initial and expanded customer deployments, net of square miles that ceased to be “live” during the year due to customer cancellations.
Net New “Go-Live” Cities Net new “go-live” cities represent the number of cities covered by deployments of our gunshot detection solutions that were formally approved by customers during the year, both from initial and expanded customer deployments, net of cities that ceased to be “live” during the year due to customer cancellations.
Net New “Go-Live” Cities 67 Net new “go-live” cities represent the number of cities covered by deployments of our gunshot detection solutions that were formally approved by customers during the year, both from initial and expanded customer deployments, net of cities that ceased to be “live” during the year due to customer cancellations.
To the extent that we raise additional capital through the future sale of equity, the ownership interest of our stockholders will be diluted, and the terms of these securities may include liquidation or other preferences that adversely affect the rights of our existing common stockholders.
To the extent that we raise additional capital through the future sale of equity, the ownership interest of our stockholders will be diluted, and the terms of these securities may include liquidation or other preferences that adversely affect the rights of our existing common 73 stockholders.
For SafePointe, we generally invoice the first year's subscription price when the contract is fully executed. For ShotSpotter for Highways, ShotSpotter for Campus, ShotSpotter for Corporate and CrimeTracer, we generally invoice customers 100% of the total contract value when the subscription service is operational, which is often soon after contract execution.
For SafePointe, we generally invoice the first year's subscription price when the contract is fully executed. For ShotSpotter for Campus, ShotSpotter for Corporate and CrimeTracer, we generally invoice customers 100% of the total contract value when the subscription service is operational, which is often soon after contract execution.
Overview We are a leading public safety technology company that combines data-driven solutions and strategic advisory services for law enforcement and civic leadership. In April 2023, we changed the company name, ShotSpotter, Inc., to SoundThinking, Inc., reflecting our broader impact on public safety through a growing set of industry-leading law enforcement tools and community-focused solutions.
Overview We are a leading public safety technology company that combines data-driven solutions and strategic advisory services for law enforcement, security teams and civic leadership. In April 2023, we changed the company name, ShotSpotter, Inc., to SoundThinking, Inc., reflecting our broader impact on public safety through a growing set of industry-leading law enforcement tools and community-focused solutions.
The Umpqua Credit Agreement subjects us to certain restrictive and financial covenants, see the risk entitled “The incurrence of debt may impact our financial position and subject us to additional financial and operating restrictions ” in Part II, Item 1A, Risk Factors , included in this Annual Report on Form 10-K .
The Umpqua Credit Agreement subjects us to certain restrictive and financial covenants, see the risk entitled “The incurrence of debt may impact our financial position and subject us to additional financial and operating restrictions ” in Part I, Item 1A, Risk Factors , included in this Annual Report on Form 10-K .
Our trained incident review specialists can supplement alerts with additional tactical information, such as the potential presence of multiple shooters or the use of high-capacity weapons. 61 Gunshot incidents reviewed by our IRC result in alerts typically sent within approximately 45 seconds of the receipt of the gunfire incident.
Our trained incident review specialists can supplement alerts with 64 additional tactical information, such as the potential presence of multiple shooters or the use of high-capacity weapons. Gunshot incidents reviewed by our IRC result in alerts typically sent within approximately 45 seconds of the receipt of the gunfire incident.
We may also seek additional capital to fund our 70 operations, including through the sale of equity or debt financings.
We may also seek additional capital to fund our operations, including through the sale of equity or debt financings.
Comparison of the Years Ended December 31, 2022 and 2021 A discussion of changes in our cash flows from the year ended December 31, 2021 to the year ended December 31, 2022 can be found in Part II, Item 7, "Management's Discussion and Analysis of Financial Conditions and Results of Operations" of the 2022 Form 10-K.
Comparison of the Years Ended December 31, 2023 and 2022 A discussion of changes in our cash flows from the year ended December 31, 2022 to the year ended December 31, 2023 can be found in Part II, Item 7, "Management's Discussion and Analysis of Financial Conditions and Results of Operations" of the 2023 Form 10-K.
In assessing the need for or release of a valuation allowance, we consider all available evidence including past operating results and estimates of future taxable income. 76
In assessing the need for or release of a valuation allowance, we consider all available evidence including past operating results and estimates of future taxable income. 78
The repurchases were made in open market transactions using cash on hand, and all of the shares repurchased were retired. As of December 31, 2023, $19.4 million remains available under the 2022 Repurchase Program. Credit Facility In September 2018, we entered into our Umpqua Credit Agreement, initially providing for borrowing capacity of $10.0 million.
The repurchases were made in open market transactions using cash on hand, and all of the shares repurchased were retired. As of December 31, 2024, $13.4 million remains available under the 2022 Repurchase Program. Credit Facility In September 2018, we entered into our Umpqua Credit Agreement, initially providing for borrowing capacity of $10.0 million.
We derive the majority of our revenues from subscription services. We recognize subscription fees ratably, on a straight-line basis, over the term of the subscription, which for new customers is typically initially one to three years in length. Customer contracts include one-time set-up fees for the set-up of our sensors in the customer’s coverage areas, training, and third-party integration licenses.
We recognize subscription fees ratably, on a straight-line basis, over the term of the subscription, which for new customers is typically initially one to three years in length. Customer contracts include one-time set-up fees for the set-up of our sensors in the customer’s coverage areas, training, and third-party integration licenses.
We believe that despite our negative working capital, the costs to perform the short-term deferred revenue is relatively low compared to the balance of $41.3 million. However, should additional working capital be needed, we can utilize our unused credit facility.
We believe that despite our negative working capital, the costs to perform the short-term deferred revenue is relatively low compared to the balance of $38.4 million. However, should additional working capital be needed, we can utilize our unused credit facility.
We are in compliance with all the covenants under the Umpqua Credit Agreement as of December 31, 2023.
We are in compliance with all covenants under the Umpqua Credit Agreement as of December 31, 2024.
Comparison of the Years Ended December 31, 2022 and 2021 For discussion of our 2022 results and a comparison with 2021 results please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Conditions and Results of Operations" in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022 that was filed with the SEC on March 14, 2023 (the "2022 Form 10-K").
Comparison of the Years Ended December 31, 2023 and 2022 For discussion of our 2023 results and a comparison with 2022 results please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Conditions and Results of Operations" in our Annual Report on Form 10-K for the fiscal year ended December 31, 2023 that was filed with the SEC on April 1, 2024 (the "2023 Form 10-K").
For SafePointe, our pricing model is based on a per-lane basis. For ShotSpotter for Highways, ShotSpotter for Campus, ShotSpotter for Corporate and CaseBuilder, our pricing model is on a customized-site basis. For ResourceRouter, CaseBuilder Crime Gun (formerly ShotSpotter GCM) and CrimeTracer, pricing is currently customized, generally tied to the number of sworn police officers in a particular agency.
For SafePointe, our pricing model is based on a per-lane basis. For ShotSpotter for Campus, ShotSpotter for Corporate and CaseBuilder, our pricing model is on a customized-site basis. For ResourceRouter, CaseBuilder and CrimeTracer, pricing is currently customized, generally tied to the number of sworn police officers in a particular agency.
Business Acquisitions We allocate the fair value of purchase consideration to the tangible assets acquired, liabilities assumed and intangible assets acquired based on their estimated fair values. The excess of the fair value of purchase consideration over the fair values of these identifiable assets and liabilities is recorded as goodwill.
As such, expected dividend yield is zero. Business Acquisitions We allocate the fair value of purchase consideration to the tangible assets acquired, liabilities assumed and intangible assets acquired based on their estimated fair values. The excess of the fair value of purchase consideration over the fair values of these identifiable assets and liabilities is recorded as goodwill.
Our two current largest customers, the City of New York, and the City of Chicago each accounted for 25% and 9%, respectively, of our total revenues for the year ended December 31, 2023.
Our two largest customers, the City of New York and the City of Chicago, each accounted for 23% and 10%, respectively, of our total revenues for the year ended December 31, 2024. The City of New York and the City of Chicago each accounted for 25% and 9%, respectively, of our total revenues for the year ended December 31, 2023.
Investing Activities Our investing activities consist primarily of capital expenditures to install our solutions in customer coverage areas, purchases of property and equipment, and investments in intangible assets and business acquisitions. Investing activities used $16.5 million and $15.5 million in the years ended December 31, 2023 and 2022, respectively.
Investing Activities Our investing activities consist primarily of capital expenditures to install our solutions in customer coverage areas, purchases of property and equipment, and investments in intangible assets. Investing activities used $6.4 million and $16.5 million in the years ended December 31, 2024 and 2023, respectively.
Liquidity and Capital Resources Sources of Funds Our operations have been financed primarily through net proceeds from the sale of equity, debt financing arrangements and cash from operating activities. Our principal source of liquidity is cash and cash equivalents totaling $5.7 million as of December 31, 2023.
Liquidity and Capital Resources Sources of Funds Our operations have been financed primarily through net proceeds from the sale of equity, debt financing arrangements and cash from operating activities. Our principal source of liquidity is cash and cash equivalents totaling $13.2 million and account receivable of $25.5 million as of December 31, 2024.
On December 31, 2023, our available credit facility was approximately $18.0 million and we had $7.0 million outstanding on our line of credit, which was primarily used to fund our acquisition of SafePointe.
On December 31, 2024, our available credit facility was approximately $21.0 million and we had $4.0 million outstanding on our line of credit, which was primarily used to fund our acquisition of SafePointe.
During the year ended December 31, 2023, the fair value of the contingent consideration that we recorded in connection with our acquisition of Forensic Logic, decreased by $3.2 million, based upon adjustments to recorded liabilities as a result of actual revenues.
Our accumulated deficit was $104.3 million and $95.1 million as of December 31, 2024 and 2023, respectively. During the year ended December 31, 2023, the fair value of the contingent consideration that we recorded in connection with our acquisition of Forensic Logic, decreased to zero by $3.2 million, based upon adjustments to recorded liabilities as a result of actual revenues.
Coverage areas under contract for ShotSpotter included 170 cities and coverage areas under contract for ShotSpotter for Campus and ShotSpotter for Corporate included 19 campuses/sites across the United States, South Africa and the Bahamas, including some of the largest cities in the United States. As of December 31, 2023, we had 158 SafePointe lanes under contract.
Coverage areas under contract for ShotSpotter included 177 cities and coverage areas under contract for ShotSpotter for Campus and ShotSpotter for Corporate included 20 campuses/sites across the United States, South Africa, Brazil and the Bahamas, including some of the largest cities in the United States. As of December 31, 2024, we had 277 SafePointe lanes under contract.
We generated revenues of $92.7 million, $81.0 million, and $58.2 million for the years ended December 31, 2023, 2022, and 2021, respectively, representing year-over-year increases of 14% and 39%. For the years ended December 31, 2023, 2022, and 2021, revenues from ShotSpotter represented approximately 70%, 69% and 82% of total revenues, respectively.
We generated revenues of $102.0 million, $92.7 million, and $81.0 million for the years ended December 31, 2024, 2023 and 2022, respectively, representing year-over-year increases of 10% and 14%. For the years ended December 31, 2024, 2023 and 2022, revenues from ShotSpotter represented approximately 71%, 70% and 69% of total revenues, respectively.
Changes in these estimates and assumptions could materially affect the determination of fair value and goodwill impairment. We performed our annual test for goodwill impairment as of October 1, 2023 and concluded that no impairment charge was necessary. Income Taxes We account for income taxes under the asset and liability approach.
Changes in these estimates and assumptions could materially affect the determination of fair value and goodwill impairment. We performed our annual test for goodwill impairment as of October 1, 2024 and concluded that no impairment charge was necessary.
The stock repurchase program does not obligate us to purchase any particular amount of common stock and may be suspended or discontinued at any time. 71 During the year ended December 31, 2023, we repurchased 228,782 shares of our common stock under the 2022 Repurchase Program at an average price of $24.41 per share for approximately $5.6 million.
The stock repurchase program does not obligate us to purchase any particular amount of common stock and may be suspended or discontinued at any time. 74 During the year ended December 31, 2024, we repurchased 418,940 shares of our common stock at an average price of $14.31 per share for approximately $6.0 million, under the 2022 Repurchase Program.
In addition, we do not engage in trading activities involving non-exchange traded contracts. Critical Accounting Estimates and Policies Our consolidated financial statements are prepared in accordance with United States generally accepted accounting principles. The preparation of our consolidated financial statements requires us to make estimates, assumptions and judgments that affect the reported amounts of revenues, assets, liabilities, costs, and expenses.
Critical Accounting Estimates and Policies Our consolidated financial statements are prepared in accordance with United States generally accepted accounting principles. The preparation of our consolidated financial statements requires us to make estimates, assumptions and judgments that affect the reported amounts of revenues, assets, liabilities, costs, and expenses.
We completed our acquisition of Forensic Logic for approximately $4.6 million in cash, net of $0.3 million cash acquired at closing during the year ended December 31, 2022. 72 Financing Activities Cash generated by financing activities includes net proceeds from the exercise of stock options and warrants and proceeds from the employee stock purchase plan (“ESPP”) purchases, offset by payments for repurchases of our common stock and debt issuance and financing costs.
We completed our acquisition of SafePointe for approximately $11.0 million in cash, net of $0.4 million cash acquired at closing during the year December 31, 2023. 75 Financing Activities Cash generated by financing activities includes net proceeds from the exercise of stock options and proceeds from the employee stock purchase plan (“ESPP”) purchases, offset by payments for repurchases of our common stock and debt.
We are committed to developing comprehensive, respectful, and engaged partnerships with law enforcement agencies, elected officials and communities focused on making a positive difference in the world. We enter into subscription agreements that typically range from one to three years in duration.
Bob Showen, who believes that the highest and best use of technology is to promote social good. We are committed to developing comprehensive, respectful, and engaged partnerships with law enforcement agencies, elected officials and communities focused on making a positive difference in the world. 65 We enter into subscription agreements that typically range from one to three years in duration.
Cash Flows Comparison of Years Ended December 31, 2023 and 2022 The following table presents a summary of our cash flows for the years ended December 31, 2023 and 2022 (in thousands): Year Ended December 31, 2023 2022 Net cash provided by (used in): Operating activities $ 10,951 $ 12,184 Investing activities (16,485 ) (15,539 ) Financing activities 795 (1,749 ) Net change in cash and cash equivalents $ (4,739 ) $ (5,104 ) As of December 31, 2023 and 2022, $0.5 million and $0.9 million in cash was held by our consolidated foreign subsidiaries, respectively.
Cash Flows Comparison of Years Ended December 31, 2024 and 2023 The following table presents a summary of our cash flows for the years ended December 31, 2024 and 2023 (in thousands): Year Ended December 31, 2024 2023 Net cash provided by (used in): Operating activities $ 22,220 $ 10,951 Investing activities (6,432 ) (16,485 ) Financing activities (8,247 ) 795 Net change in cash and cash equivalents $ 7,541 $ (4,739 ) As of December 31, 2024 and 2023, $0.8 million and $0.5 million in cash was held by our consolidated foreign subsidiaries, respectively.
As part of the rebranding, we introduced our SafetySmart TM platform that includes five data-driven tools consisting of: (i) our flagship product, ShotSpotter ® (formerly ShotSpotter Respond), our leading outdoor gunshot detection, location and alerting system trusted by 170 cities and 19 universities and corporations as of December 31, 2023, (ii) CrimeTracer (formerly COPLINK X) a leading law enforcement search engine that enables investigators to search through more than one billion criminal justice records from across jurisdictions to generate tactical leads and quickly make intelligent connections to solve cases, (iii) CaseBuilder (formerly ShotSpotter Investigate) a one-stop investigative management system for tracking, reporting, and collaborating on cases, (iv) ResourceRouter (formerly ShotSpotter Connect), which directs the deployment of patrol and community anti-violence resources in an objective way to help maximize the impact of limited resources and improve community safety, and (v) SafePointe , an AI-based weapons detection system, that we added when we acquired SafePointe in August 2023.
As part of the rebranding, we introduced our SafetySmart TM platform that includes six data-driven tools consisting of: (i) our flagship product, ShotSpotter ® , our leading outdoor gunshot detection, location and alerting system trusted by 177 cities and 20 universities and corporations as of December 31, 2024, (ii) CrimeTracer, a leading law enforcement search engine that enables investigators to search through more than one billion criminal justice records from across jurisdictions to generate tactical leads and quickly make intelligent connections to solve cases, (iii) CaseBuilder, a one-stop investigative management system for tracking, reporting, and collaborating on cases, (iv) ResourceRouter , which directs the deployment of patrol and community anti-violence resources in an objective way to help maximize the impact of limited resources and improve community safety, (v) PlateRanger powered by Rekor ® , an ALPR and vehicle identification solution that leverages AI and machine learning to enhance investigative efficiency and provide real-time data sharing for law enforcement, introduced in July 2024 through a strategic partnership with Rekor Systems, Inc. and (vi) SafePointe , an AI-based weapons detection system.
See Note 2, Summary of Significant Accounting Policies , to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a description of our other significant accounting policies.
See Note 2, Summary of Significant Accounting Policies , to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for a description of our other significant accounting policies. Revenue Recognition Revenue Recognition We recognize revenue in accordance with ASC 606, Revenue from Contracts with Customers.
Our security solutions, ShotSpotter for Highways, ShotSpotter for Campus, ShotSpotter for Corporate as well as CaseBuilder are typically sold on a subscription basis, each with a customized deployment plan. Our ResourceRouter solution, CaseBuilder Crime Gun (formerly ShotSpotter GCM) and CrimeTracer are also sold on a subscription basis generally customized based on the number of sworn officers in a particular city.
Our security solutions, ShotSpotter for Campus and ShotSpotter for Corporate are typically sold on a subscription basis, each with a customized deployment plan. Our ResourceRouter, CaseBuilder and CrimeTracer solutions are also sold on a subscription basis generally customized based on the number of sworn officers in a particular city. We derive the majority of our revenues from subscription services.
Substantially all of our revenues for the years ended December 31, 2023, 2022, and 2021 were derived from customers within the United States (including Puerto Rico and the U.S. Virgin Islands).
The City of New York and the City of Chicago each accounted for 30% and 10%, respectively, of our total revenues for the year ended December 31, 2022. Substantially all of our revenues for the years ended December 31, 2024, 2023 and 2022 were derived from customers within the United States (including Puerto Rico and the U.S. Virgin Islands).
The agreement was amended in November 2022 to increase the size of our available credit facility to $25.0 million with an expiration date of October 15, 2024 and to increase the letter of credit sub-facility to $7.5 million. In February 2024, we amended the Umpqua Credit Agreement to extend the maturity date from October 15, 2024 to October 15, 2025.
The agreement was amended in November 2022 to increase the size of our available credit facility to $25.0 million with an expiration date of October 15, 2024, and further amended in February 2024 to extend the expiration date to October 15, 2025. The revolving loan facility is for general working capital purposes.
This also reflected a decrease in the fair value of the SafePointe contingent consideration liability of $2.5 million, based upon revised 2024 and 2025 revenue estimates utilized in the fair value methodology to estimate the contingent liability for the earnouts. Other Income (Expense), Net Other income (expense) did not increase materially compared with the prior year.
This reflected a decrease in the fair value of the SafePointe contingent consideration liability, based upon revised 2024 and 2025 revenue estimates utilized in the fair value methodology to estimate the contingent liability for the earnouts.
We may face additional challenges that may delay contract execution related to negotiating with governments in transition, the use of third-party integrations and consultants. Moreover, we anticipate that different political and regulatory considerations that vary across different jurisdictions could extend or make more difficult to predict the length of what is already a lengthy sales cycle.
Moreover, we anticipate that different political and regulatory considerations that vary across different jurisdictions could extend or make more difficult to predict the length of what is already a lengthy sales cycle.
We accomplish this by earning the trust of law enforcement and providing solutions to help them better engage and strengthen the police-community relationships in fulfilling their sworn obligation to serve and protect all. Our inspiration comes from our principal founder, Dr. Bob Showen, who believes that the highest and best use of technology is to promote social good.
We are a mission-driven organization that focuses on improving public safety outcomes. We accomplish this by earning the trust of law enforcement and providing solutions to help them better engage and strengthen the police-community relationships in fulfilling their sworn obligation to serve and protect all. Our inspiration comes from our principal founder, Dr.
In addition, we believe that entering into strategic partnerships with other service providers to cities and municipalities offers another potential avenue for expansion. 63 We will also focus on expanding our business by introducing new products and services to existing customers, such as ResourceRouter, CrimeTracer and as a result of our acquisition of SafePointe, an AI-driven weapon detection system and acquiring intellectual property assets.
We will also focus on expanding our business by introducing new products and services to existing customers, such as ResourceRouter, CrimeTracer and as a result of our acquisition of SafePointe, an AI-driven weapon detection system, and acquiring intellectual property assets. We believe that developing and acquiring products for law enforcement in adjacent categories is a path for additional growth.
Our ResourceRouter solution, CaseBuilder Crime Gun (formerly ShotSpotter GCM) an offering of CaseBuilder focused on gun violence, and CrimeTracer are also sold on a subscription basis generally customized based on the number of sworn officers in a particular city.
Our ResourceRouter solution, CaseBuilder an offering of CaseBuilder focused on gun violence, and CrimeTracer are also sold on a subscription basis generally customized based on the number of sworn officers in a particular city. We generate annual subscription revenues from the deployment of SafePointe on a per-lane basis, a lane being the detection area between two lanes.
Cost of revenues for our SafePointe solution are similar except that depreciation of the capitalized customer equipment is smaller due to the lower costs of SafePointe customer equipment.
Cost of revenues for our SafePointe solution are similar except that depreciation of the capitalized customer equipment is smaller due to the lower costs of SafePointe customer equipment. Impairment of property and equipment is primarily attributable to our write-off of the remaining book value of sensor networks related to customers lost.
During the year ended December 31, 2023, the fair value of the contingent consideration that we recorded in connection with our acquisition of SafePointe decreased by $2.4 million. This adjustment was prompted by revised revenue estimates for 2024 and 2025, which were incorporated into our fair value methodology.
During the year ended December 31, 2024, the fair value of the contingent consideration that we recorded in connection with our acquisition of SafePointe decreased to zero by $0.6 million. During the year ended December 31, 2023, the fair value of the contingent consideration that we recorded in connection with our acquisition of SafePointe decreased by $2.4 million.
Net cash provided by operating activities decreased $1.2 million in the year ended December 31, 2023 compared to net cash provided in the same period of 2022, primarily due to a decrease of $13.8 million in the change of deferred revenue and a decrease of $1.0 million in the change of accrued and other liabilities offset by a $13.8 million increase in collections.
Net cash provided by operating activities increased by $11.3 million in the year ended December 31, 2024 compared to net cash provided in the same period of 2023, primarily due to an increase of $4.4 million in the change of deferred revenue and an increase of $4.4 million in account receivable collection and $1.9 million in other liabilities.
The initial focus of these efforts is to develop innovative sensor applications as well as to test and expand the functionality of our outdoor sensors in challenging environmental conditions. 67 In the near term, we expect our research and development expenses to increase in absolute dollars and as a percentage of revenues as we increase our research and development headcount to further strengthen our software and invest in the development of our services.
In the near term, we expect our research and development expenses to increase in absolute dollars and as a percentage of revenues as we increase our research and development headcount to further strengthen our software and invest in the development of our services.
In addition, depreciation expense associated with deployed equipment is recognized over the first five years from the go live date. We also expect cost of revenues to increase in absolute dollars as we continue to invest in our customer success capabilities to drive growth and value for our customers.
We also expect cost of revenues to increase in absolute dollars as we continue to invest in our customer success capabilities to drive growth and value for our customers.
In some cases, we will need to bring in new skill sets to properly develop, market, sell or service these new products depending on the categories they represent. Consistent with this strategy, we expanded our suite of solutions with the acquisitions of Technologic, Forensic Logic and SafePointe.
Challenges we face in this area include ensuring our new products are reliable, integrated well with other SoundThinking solutions, and priced and serviced appropriately. In some cases, we will need to bring in new skill sets to properly develop, market, sell or service these new products depending on the categories they represent.
We had net loss of $2.7 million for the year ended December 31, 2023, net income of $6.4 million for the year ended December 31, 2022, and net loss of $4.4 million for the year ended December 31, 2021. Our accumulated deficit was $95.1 million and $92.4 million as of December 31, 2023 and 2022, respectively.
Our contract with the City of Chicago ended in November 2024. We had net loss of $9.2 million for the year ended December 31, 2024, net loss of $2.7 million for the year ended December 31, 2023, and net income of $6.4 million for the year ended December 31, 2022.
This was primarily due to $7.0 million in proceeds from our line of credit which was primarily used to fund our acquisition of SafePointe, approximately $0.2 million in proceeds from the exercise of stock options and $0.7 million in proceeds from ESPP purchases, offset by $5.6 million in payments for repurchases of our common stock, and $1.5 million in contingent liability payments.
Financing activities used $8.2 million in cash during the year ended December 31, 2024. This was primarily due to $3.0 million in payment on our line of credit and $6.0 million in payments for repurchases of our common stock, offset by $0.7 million in proceeds from ESPP purchases.
However, we recognize that we have limited international operational experience and currently operate in a limited number of regions outside of the United States. Operating successfully in international markets will require significant resources and management attention and will subject us to additional regulatory, economic, and political risks.
By adding additional sales resources in strategic locations, we believe we will be better positioned to reach these markets. However, we recognize that we have limited international operational experience and currently operate in a limited number of regions outside of the United States.
With respect to international sales, we believe that we have the potential to expand our coverage within existing areas, and to pursue opportunities in Latin America and other regions of the world. By adding additional sales resources in strategic locations, we believe we will be better positioned to reach these markets.
Consistent with this strategy, we expanded our suite of solutions with the acquisitions of Technologic, Forensic Logic and SafePointe. With respect to international sales, we believe that we have the potential to expand our coverage within existing areas, and to pursue opportunities in Latin America and other regions of the world.
In August 2023, we acquired SafePointe, a provider of an AI-driven next-generation concealed weapons detection solution and added this technology to our SafetySmart platform. Since our founding over 27 years ago, SoundThinking has been and continues to be a purpose-led company. We are a mission-driven organization that focuses on improving public safety outcomes.
In August 2023, we acquired SafePointe, a provider of an AI-driven next-generation concealed weapons detection solution and added this technology to our SafetySmart platform.
Impairment of property and equipment is primarily attributable to our write-off of the remaining book value of sensor networks related to customers lost. 66 In the near term, we expect our cost of revenues to increase in absolute dollars as our installed base increases, although certain of our costs of revenues are fixed and do not need to increase commensurate with increases in revenues.
In the near term, we expect our cost of revenues to increase in absolute dollars as our installed base increases, although certain of our costs of revenues are fixed and do not need to increase commensurate with increases in revenues. In addition, depreciation expense associated with deployed equipment is recognized over the first five years from the go live date.
The revolving loan facility is for general working capital purposes. Our available credit facility as of December 31, 2023 was approximately $18.0 million. On December 31, 2023, there was $7.0 million outstanding on our line of credit.
Our available credit facility as of December 31, 2024 was $21.0 million. On December 31, 2024, there was $4.0 million outstanding on our line of credit.
We generate annual subscription revenues from the deployment of SafePointe on a per-lane basis, a lane being the detection area between two lanes. As of December 31, 2023, we had ShotSpotter, ShotSpotter for Campus, and ShotSpotter for Corporate coverage areas under contract for over 1,160 square miles, of which over 1,120 square miles had gone live.
As of December 31, 2024, we had ShotSpotter, ShotSpotter for Campus, and ShotSpotter for Corporate coverage areas under contract for over 1,076 square miles, of which over 1,074 square miles had gone live.
Key Business Metrics December 31, 2023 2022 Revenue retention rate 107 % 124 % Sales and marketing spend per $1.00 of new annualized contract value $ 0.52 $ 0.40 Net new "go-live" square miles 155 102 Net new "go-live" cities 25 16 Annual recurring revenue (in millions) $ 95.4 $ 79.7 Revenue Retention Rate We calculate our revenue retention rate annually by dividing the (a) total revenues for such year from those customers who were customers during the corresponding prior year by (b) the total revenues from all customers in the corresponding prior year.
Key Business Metrics December 31, 2024 2023 Revenue retention rate 105 % 107 % Sales and marketing spend per $1.00 of new annualized contract value $ 0.63 $ 0.52 Net new "go-live" square miles (64 ) * 155 Net new "go-live" cities and universities 25 25 Annual recurring revenue (in millions) $ 95.6 $ 95.4 * 2024 "go-live" square miles is negative due to the fact that contract with City of Chicago was terminated in 2024.
Change in Fair Value of Contingent Consideration The fair value of contingent consideration related to our acquisitions decreased by $5.7.million during the year ended December 31, 2023. This was due to a decrease in the fair value of the Forensic Logic contingent consideration liability of $3.2 million, based upon adjustments to recorded liabilities as a result of actual revenues.
Change in Fair Value of Contingent Consideration The fair value of contingent consideration related to our acquisitions decreased by $0.6 million during the year ended December 31, 2024.
We believe that developing and acquiring products for law enforcement in adjacent categories is a path for additional growth. We believe our large and growing installed base of police departments who trust SoundThinking’s products, support, and way of doing business provide revenue growth opportunities.
We believe our large and growing installed base of police departments who trust SoundThinking’s products, support, and way of doing business provide revenue growth opportunities. The ability to cross-sell new products provides an opportunity to grow revenues per customer and 66 lifetime value.
General and Administrative Expense General and administrative expense increased by $4.8 million and was primarily due to a $2.3 million increase in consulting and outside services that included acquisition expenses related to our acquisition of SafePointe in the third quarter of 2023, increased legal expense and increased consulting expense for contract employees, a $2.0 million increase in personnel costs and a $0.5 million increase in office expense including insurance costs and other costs.
Research and Development Expense Research and development expense increased by $1.8 million primarily due to 12 months of expenses related to SafePointe in 2024 compared to four months in 2023. 72 General and Administrative Expense General and administrative expense increased by $3.3 million and was primarily due to a $2.2 million increase in stock-based compensation, a $0.9 million increase in bonus expense and a $1.4 million increase due to 12 months of expenses related to SafePointe in 2024 compared to four months in 2023, and offset by decrease of $1 million in legal fees related to the 2023 acquisition of SafePointe.
We are also investing in research and development resources in conjunction with our SoundThinking Labs projects and initiatives.
We are also investing in research and development resources in conjunction with our SoundThinking Labs projects and initiatives. The initial focus of these efforts is to develop innovative sensor applications as well as to test and expand the functionality of our outdoor sensors in challenging environmental conditions.
Operating Expenses Sales and Marketing Expense Sales and marketing expense increased by $4.5 million and was primarily due to a $1.4 million increase in personnel costs, a $0.8 million increase in tradename asset amortization related to our Forensic Logic acquisition, $0.8 million increase in marketing expense, a $0.7 million increase in consulting and commission expenses, a $0.3 million increase in credit loss expense, and a $0.5 million increase in other costs. 69 Research and Development Expense Research and development expense increased by $2.1 million and was primarily due to a $1.7 million increase in personnel-related costs due to increased headcount and a $0.4 million increase in consulting and outside services expense and other costs.
Operating Expenses Sales and Marketing Expense Sales and marketing expense increased by $1.2 million and was primarily due to 12 months of expenses related to SafePointe in 2024 compared to four months in 2023, offset by $0.7 million reduced costs in outside commission.