Summary of Significant Accounting Policies (Policies)	12 Months Ended
Dec. 31, 2024
Accounting Policies [Abstract]
Basis of Presentation	Basis of Presentation The consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States of America (“GAAP”) and all intercompany balances and transactions have been eliminated in consolidation. Amounts presented within the consolidated financial statements and accompanying notes are presented in thousands of U.S. dollars unless stated otherwise, except for percentages, units, shares, per unit, and per share amounts.
Use of Estimates	Use of Estimates The preparation of the consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the dates of the consolidated financial statements and the reported amounts of revenues and expenses during the reporting periods. Making estimates requires management to exercise significant judgment. It is at least reasonably possible that the estimate of the effect of a condition, situation or set of circumstances that existed at the date of the consolidated financial statements, which management considered in formulating its estimate, could change in the near term due to one or more future confirming events. Accordingly, actual results could differ materially from those estimates. Accounting policies subject to estimates include valuation of goodwill, intangible assets, impairments, fair value remeasurements, capitalized software development costs, revenue recognition, income taxes, business combinations and equity-based compensation.
Business Combinations	Business Combinations The Company utilizes the acquisition method of accounting under ASC 805, for all transactions and events in which it obtains control over one or more other businesses (even if less than 100% ownership is acquired), to recognize the fair value of all assets and liabilities assumed and to establish the acquisition date fair value as of the measurement date. While the Company uses its best estimates and assumptions as part of the purchase price allocation process to accurately value assets acquired and liabilities assumed as of the acquisition date, the estimates and assumptions are inherently uncertain and subject to refinement. As a result, during the measurement period, which may be up to one year from the acquisition date, the Company records adjustments to the assets acquired and liabilities assumed, with the corresponding offset to goodwill. For changes in the valuation of intangible assets between the preliminary and final purchase price allocation, the related amortization is adjusted in the period it occurs. Subsequent to the measurement period, any adjustment to assets acquired or liabilities assumed is included in operating results in the period in which the adjustment is determined. Transaction expenses that are incurred in connection with a business combination, other than costs associated with the issuance of debt or equity securities, are expensed as incurred.
Revenue Recognition	Revenue Recognition The Company’s revenues from contracts with customers are from offerings including artificial intelligence and machine learning, data science, advanced analytics, offensive and defensive cyber, data management, cloud solutions, digital engineering, and systems integration, primarily with the U.S. Government and its agencies. The Company also serves manufacturing, third party logistics, retailers, healthcare, and life sciences organizations. The Company organizes its solutions into four markets: i.Supply Chain & Logistics Solutions: Data Conflation at Scale (providing a full view of operations, enabling real-time tracking of inventory, and facilitating predictive analytics to optimize functions like routes and delivery times), Discrete Event Simulation (Course of Action Analysis & Digital Twins), and Next-Gen Decision Support (e.g. Macroeconomic & Geopolitical Forecasting) ii.Cybersecurity Solutions: AI-powered / machine-accelerated binary analysis, Cyber-Physical systems vulnerability testing & evaluation, Vulnerability assessment as a Service, and Specialized services for the Department of Defense and Intelligence Community iii.Autonomous Systems Solutions: AI/machine learning (“ML”) decision intelligence solutions (conflate millions of data points to provide situational awareness, predictive forecasts, and anomaly detection), AI Orchestration as a Service, and specialized consulting services iv.Digital Identity Services: security solutions specializing in customized digital identity, biometrics, AI/ML, and advanced analytics software and solutions for global trade, travel and digital identity industries. Airlines, airports and US government agencies are among the Company’s customers relying on Vision AI, analytics capabilities, and expertise to streamline operations, secure facilities and verify identity. Each of the Company’s solutions can be sold individually or combined and sold together. Regardless of whether a customer is procuring only one of the Company’s solutions or a combination of solutions, the Company’s contracts generally include a significant service of integrating the solutions with the Company’s customer’s existing solutions and information systems. After the Company implements the solutions, the Company may also enter into contracts with the customers to further refine or customize these solutions to either enhance the functionality or adjust for changes in the customer’s requirements. These post-implementation service contracts are generally performed on a time-and-materials basis. The Company accounts for a contract when it has approval and commitment from both parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. The Company performs under various types of contracts, which generally include firm-fixed-price (“FFP”), time-and-materials (“T&M”), and cost-reimbursable contracts. The Company also generates revenues from the sale of software licenses, primarily term licenses in the customers’ environments, with ongoing maintenance and support services (“M&S”). Under fixed-price contracts, the Company agrees to perform the specified work for a pre-determined price. To the extent the Company’s actual costs vary from the estimates upon which the price was negotiated, the Company will generate more or less profit or could incur a loss. Under T&M contracts, the Company agrees to perform the specified work for a pre-determined rate per hour, as well as the reimbursement of other direct billable costs which are presented on a gross basis. Cost-reimbursable contracts provide for the payment of allowable costs incurred during performance of the contract plus a fee up to a ceiling based on the amount that has been funded. The majority of our cost-reimbursable contracts are cost-plus-fixed-fee, which provide a fixed fee that is negotiated at the inception of the contract and does not vary with actual costs. For T&M contracts and cost-reimbursable contracts, the Company has a right to consideration from the customer in an amount that corresponds directly with the value of the Company’s performance and recognizes revenue in the amount to which the Company has a right to invoice (the “right to invoice” practical expedient). Sales of the Company’s software licenses, primarily term licenses, grant customers the right to use functional intellectual property, either on their internal hardware infrastructure or on their own cloud instance, over the contractual term and are also sold together with stand-ready M&S services. The M&S services include critical updates, training, support, and maintenance services required to operate the software. The Company has concluded that the software licenses and M&S services are each distinct performance obligations, and as such, revenue is recognized for the sale of software licenses upon delivery. For M&S, revenue is recognized over the contract term on a ratable basis. The Company assesses each contract at its inception to determine whether it should be combined with other contracts. When making this determination, the Company considers factors such as whether two or more contracts were negotiated and executed at or near the same time or were negotiated with an overall profit objective. If combined, the Company treats the combined contracts as one single contract for revenue recognition purposes. The Company generally uses internally developed and third-party applications, which the Company integrates, when implementing solutions to meet specific customer requirements. The Company evaluates the solutions or services promised in each contract at inception to determine whether the contract should be accounted for as having one or more performance obligations. Each of the Company’s solutions is capable of being distinct as the customer can benefit from each individual solution on its own or with other resources that are readily available. When customer contracts include a significant service of integrating the solutions to provide a set of integrated or highly interrelated tasks, the Company accounts for these arrangements as a single performance obligation. While the contracts provide customers access to the Company’s solutions, the contracts generally do not contain separate licensing provisions for independent use of the underlying internally developed software. Additionally, these components are highly interdependent and highly interrelated into the solutions delivered to the Company’s customers. Therefore, these components are not capable of being distinct and are not separately identifiable from the other promises in the contract. In cases where customer contracts have an explicit licensing provision to the underlying software, such software is generally accounted for as a separate performance obligation. The Company determines the transaction price for each contract based on the consideration the Company expects to receive for the solutions or services being provided under the contract. For contracts where a portion of the price may vary, the Company estimates variable consideration at the most likely amount, which is included in the transaction price to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. The Company analyzes the risk of a significant revenue reversal and if necessary, constrains the amount of variable consideration recognized in order to mitigate this risk. At the inception of a contract, the Company estimates the transaction price based on its current rights and does not contemplate future modifications (including unexercised options) or follow-on contracts until they become legally enforceable. Contracts are often subsequently modified to include changes in specifications, requirements or price, which may create new or change existing enforceable rights and obligations. Depending on the nature of the modification, the Company considers whether to account for the modification as an adjustment to the existing contract or as a separate contract. The Company’s contracts with the U.S. Government often contain options to renew existing contracts for an additional period of time (generally a year at a time) under the same terms and conditions as the original contract, and generally do not provide the customer any material rights under the contract. Therefore, such modifications are accounted for as if they were part of the existing contract and may result in a cumulative adjustment to revenue recognized. The Company accounts for renewal options as separate contracts when they include distinct goods or services at standalone selling prices. For contracts with multiple performance obligations, the Company allocates the transaction price to each performance obligation based on the estimated standalone selling price of the solution or service underlying each performance obligation. The standalone selling price represents the amount for which the Company would sell the solution or service to a customer on a standalone basis (i.e., not bundled with any other solutions or services). The Company’s contracts with the U.S. government are subject to the Federal Acquisition Regulation (“FAR”) and priced on estimated or actual costs of providing the goods or services. The FAR provides guidance on types of costs that are allowable in establishing prices for goods and services provided to the U.S. government and its agencies. Each contract is competitively priced and bid separately. Pricing for non-U.S. government agencies and commercial customers is based on specific negotiations with each customer. In circumstances where the standalone selling price is not directly observable, the Company estimates the standalone selling price using the expected cost-plus margin approach. The Company recognizes revenue as performance obligations are satisfied and the customer obtains control of the solutions and services. In determining when performance obligations are satisfied, the Company considers factors such as contract terms, payment terms and whether there is an alternative future use of the solution or service. Substantially all of the Company’s revenue is recognized over time as the Company performs under the contract because control of the work in process transfers continuously to the customer. For most contracts with the U.S. Government, this continuous transfer of control of the work in process to the customer is supported by clauses in the contract that give the customer ownership of work in process and allow the customer to unilaterally terminate the contract for convenience and pay the Company for costs incurred plus a reasonable profit. For most non-U.S. Government contracts, continuous transfer of control to the customer is supported because the Company delivers solutions that do not have an alternative use to the Company and if the Company’s customer were to terminate the contract for reasons other than the Company’s non-performance, the Company would have the right to recover damages which would include, among other potential damages, the right to payment for the work performed to date plus a reasonable profit. For performance obligations to deliver solutions with continuous transfer of control to the customer, revenue is recognized based on the extent of progress towards completion of the performance obligation, generally using the percentage-of-completion cost-to-cost measure of progress for the Company’s contracts because it best depicts the transfer of control to the customer as the Company incurs costs on the contracts. Under the percentage-of-completion cost-to-cost measure of progress, the extent of progress towards completion is measured based on the ratio of costs incurred to date to the total estimated costs to complete the performance obligation(s). For T&M contracts, revenue is recognized over time based on costs incurred or the right to invoice method (in situations where the value transferred matches the Company’s billing rights) as the customer receives and consumes the benefits. For arrangements with the U.S. Government, the Company generally does not begin work on contracts until funding is appropriated by the customer. Billing timetables and payment terms on the Company’s contracts vary based on a number of factors, including the contract type. Cost-reimbursable and T&M contracts are generally billed on a monthly basis. FFP contracts are generally billed based on milestones, which are the achievement of specific events as defined in the contract. Amounts billed and due from customers are classified as receivables on the combined balance sheets. On some contracts, the Company may be entitled to receive an advance payment, which is not considered a significant financing component because it is used to facilitate inventory demands at the onset of a contract and to safeguard the Company from the failure of the other party to abide by some or all of their obligations under the contract. In some cases where a portion of payment retained by the customer is not considered a significant financing component; the Company expects, at contract inception, that the lag period between the transfer of a promised good or service to a customer and when the customer pays for that good or service will not constitute a significant financing component.
Sale of Products	Sale of Products Revenue from sale of products to customers purchased from third parties is recognized at a point in time when control has transferred to the customer. Control is transferred to the customer upon customer acceptance or receipt of the product. At this point in time, the Company has a present right to payment, and the customer has legal title and physical possession of the product as well as the risks and rewards of ownership.
Contract Balances	Contract Balances Contract balances result from the timing of revenue recognized, billings and cash collections, and the generation of contract assets and liabilities. Contract assets represent revenue recognized in excess of amounts invoiced to the customer and the right to payment is not subject to the passage of time. Contract liabilities consist of billings in excess of revenues and customer advances. Billings in excess of revenues represents milestone billing contracts where the billings of the contract exceed recognized revenues.
Cash and Cash Equivalents	Cash and Cash Equivalents Cash and cash equivalents are comprised of cash on hand, cash balances with banks and similar institutions and all highly liquid investments with an original maturity of three months or less when purchased.
Restricted Cash	Restricted Cash The Company’s restricted cash consisted of cash deposited into escrow accounts reflecting the full obligation to certain investors related to the FPAs. The Company settled its obligations under the FPAs during the year ended December 31, 2022.
Accounts Receivable	Accounts Receivable Accounts receivable includes amounts billed and currently due from customers, and amounts billable where the right to consideration is unconditional and amounts unbilled. The Company generally records a receivable when revenue is recognized as the timing of revenue recognition may differ from the timing of payment from customers. Payment terms and conditions vary by contract, although terms generally include a requirement of payment within 30 to 60 days. The Company's accounts receivables do not bear interest, and they are recorded at the invoiced amount less an estimated allowance for expected credit losses. In addition to estimating an allowance based on specific identification of certain receivables that have a higher probability of not being paid, the Company also records an estimate for expected credit losses for the remaining receivables in the aggregate using a loss-rate method that considers historical bad debts, age of customer receivable balances, and current customer receivable balances. Additionally, the Company considers future reasonable and supportable forecasts of economic conditions to adjust historical loss rate percentages as necessary. Balances are written-off when determined to be uncollectible. The provision for expected credit losses is recorded in selling, general, and administrative expenses in the consolidated statements of operations. Amounts unbilled included within accounts receivable as of December 31, 2024 and December 31, 2023 were $15.4 million and $9.1 million, respectively.
Property and Equipment	Property and Equipment Property and equipment are the long-lived, physical assets of the Company acquired for use in the Company’s normal business operations and not intended for resale by the Company. These assets are recorded at cost. Renewals and betterments that increase the useful lives of the assets are capitalized. Repair and maintenance expenditures that increase the efficiency of the assets are expensed as incurred. Assets under capital leases are recorded at the present value of the minimum lease payments required during the lease period. Depreciation is based on the estimated useful lives of the assets using the straight-line method and is included in selling, general and administrative or cost of revenues based upon the asset. Expected useful lives are reviewed at least annually. As assets are retired or sold, the related cost and accumulated depreciation are removed from the accounts and any resulting gain or loss is included in the results of operations. The Company regularly evaluates its property and equipment for impairment when events or changes in circumstances indicate that the carrying amount of an asset or asset group may not be recoverable, in accordance with ASC 360, Property, Plant, and Equipment. If the Company determines that the carrying amount of an asset or asset group is not recoverable based upon the undiscounted expected future cash flows of the asset or asset group, the Company records an impairment loss equal to the excess of carrying amount over the estimated fair value of the asset or asset group.
Finite-lived Intangible Assets	Finite-lived Intangible Assets Finite-lived intangible assets result from the Company’s various business combinations and consist of identifiable finite-lived intangible assets, including customer relationships, technology, software for sale and trade names. These finite-lived intangible assets are reported at cost, net of accumulated amortization, and are either amortized on a straight-line basis over their estimated useful lives or over the period the economic benefits of the intangible asset are consumed. The Company regularly evaluates its intangible assets other than goodwill for impairment when events or changes in circumstances indicate that the carrying amount of an asset or asset group may not be recoverable, in accordance with ASC 350, Intangibles–Goodwill and Other. If the Company determines that the carrying amount of an asset or asset group is not recoverable based upon the undiscounted expected future cash flows of the asset or asset group, the Company records an impairment loss equal to the excess of carrying amount over the estimated fair value of the asset or asset group.
Leases	Leases The Company determines whether an arrangement is a lease at inception. An arrangement is or contains a lease if it conveys the right to control the use of an asset for a period of time in exchange for consideration. The Company has operating leases for office space, automobiles, and other equipment that expire at various dates through 2030. These lease terms may include optional renewals, terminations or purchases, which are considered in the Company’s assessments when such options are reasonably certain to be exercised. The Company measures right-of-use assets and related lease liabilities based on the present value of remaining lease payments. Lease contracts may include fixed payments for non-lease components, such as common area maintenance, which are included in the measurement of lease liabilities for certain asset classes based on the Company’s election to combine lease and non-lease components. The Company does not recognize short-term leases, those lease contracts with durations of twelve months or less, on the consolidated balance sheets. As applicable borrowing rates are not typically implied within the lease arrangements, the Company discounts lease payments based on its estimated incremental borrowing rate at lease commencement, or modification, which is based on the Company’s estimated credit rating and the lease term at commencement.
Derivatives	Derivatives Financial instruments subject to the guidance of ASC 815, Derivatives and Hedging (“ASC 815”) that do not meet the criteria for equity treatment are classified as assets or liabilities measured at fair value. The Company remeasures derivative asset or liability to fair value at each reporting period with changes in fair value recognized in the consolidated statements of operations.
Fair Value of Financial Instruments	Fair Value of Financial Instruments The Company measures certain financial assets and liabilities at fair value. ASC 820, Fair Value Measurement and Disclosures (“ASC 820”), specifies a hierarchy of valuation techniques based on whether the inputs to those valuation techniques are observable or unobservable. Observable inputs reflect market data obtained from independent sources, while unobservable inputs reflect the Company’s market assumptions. These two types of inputs have created the following fair-value hierarchy: Level 1—Quoted prices for identical instruments in active markets; Level 2—Quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are not active, and model-derived valuations in which all significant inputs and significant value drivers are observable in active markets; and Level 3—Valuations derived from valuation techniques in which one or more significant inputs or significant value drivers are unobservable. These inputs are based on Company’s own assumptions about current market conditions and require significant management judgement or estimation. Financial instruments consist of cash equivalents, accounts receivable, accounts payable, accrued liabilities, private warrants, written put options, and debt. Cash equivalents are stated at fair value on a recurring basis. Accounts receivable, accounts payable and accrued liabilities are stated at their carrying value, which approximates fair value due to the short time to the expected receipt of payment date. Private warrants and written put options are marked to fair value on a periodic basis.
Income Taxes	Income Taxes The Company estimates its current tax expense together with assessing temporary differences resulting from differing treatment of items not currently deductible for tax purposes. These differences result in deferred tax assets and liabilities on the Company’s consolidated balance sheets, which are estimated based upon the difference between the financial statement and tax bases of assets and liabilities using the enacted tax rates that will be in effect when these differences reverse. In general, deferred tax assets represent future tax benefits to be received when certain expenses previously recognized in the Company’s consolidated statements of operations become deductible expenses under applicable income tax laws or loss or credit carry forwards are utilized. Accordingly, the realization of the Company’s deferred tax assets are dependent on future taxable income against which these deductions, losses, and credits can be utilized. The Company evaluates the realizability of its deferred tax assets and recognizes a valuation allowance when it is more likely than not that a future benefit on such deferred tax assets will not be realized. Changes in the valuation allowance, when recorded, would be included in the Company’s consolidated statements of operations. Management’s judgment is required in determining the Company’s valuation allowance recorded against its net deferred tax assets. The Company recognizes the tax benefit from an uncertain tax position only if it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. The tax benefits recognized in the financial statements from such positions are then measured based on the largest benefit that has a greater than 50% likelihood of being realized upon settlement. The Company recognizes interest and penalties related to uncertain tax positions in its provision (benefit) for income taxes. As of December 31, 2024 and December 31, 2023, the Company accrued $0.8 million and $0.8 million for uncertain tax positions, respectively.
Concentration of Credit Risk	Concentration of Credit Risk Financial instruments that potentially expose the Company to concentrations of credit risk consist primarily of cash and cash equivalents, restricted cash, certificates of deposit, and accounts receivable. The Company places its cash and cash equivalents with financial institutions of high credit quality. At times, such amounts may exceed federally insured limits. Cash and cash equivalents including cash on deposit or invested with financial and lending institutions was $50.1 million and $32.6 million, as of December 31, 2024 and December 31, 2023, respectively. The Company provides credit to customers in the normal course of business. The carrying amount of current accounts receivable is stated at cost, less an estimated allowance for expected credit losses. The Company performs ongoing credit evaluations of its customers’ financial condition and limits the amount of credit extended when deemed necessary. The Company maintains an allowance for expected credit losses to provide for the estimated amount of accounts receivable that will not be fully collected. The estimate is calculated using a loss-rate method that considers historical bad debts, age of customer receivable balances, and current customer receivable balances. Additionally, the Company considers future reasonable and supportable forecasts of economic conditions to adjust historical loss rate percentages as necessary. Balances are written-off when determined to be uncollectible.
Segment Information	Segment Information Operating segments are defined as components of an entity for which separate financial information is available and that is regularly reviewed by the Chief Operating Decision Maker (“CODM”) in deciding how to allocate resources and in assessing performance. As of December 31, 2022, the Company had two operating and reportable segments that were organized by sector: Cyber & Engineering and Analytics. During the first quarter of 2023, the Company reevaluated its operating and reportable segments under Financial Accounting Standards Board (“FASB”) ASC 280 - Segment Reporting, following an organizational and legal entity restructuring, which allowed the Company to align its operations with how the business will be managed. As a result of such changes, the performance of the Company’s operations are evaluated by the CODM using the consolidated financial results of the Company. As a result of this reevaluation, effective for the first quarter of fiscal year 2023, the Company determined that it manages its operations as a single operating and reportable segment. The single reportable segment is consistent with information used by the CODM to assess performance, make operating decisions, and allocate resources. The Company evaluates the operating performance of its one segment based upon information included in management reports.
Goodwill	Goodwill Goodwill is the amount by which the purchase price exceeded the fair value of the net identifiable assets acquired and liabilities assumed in a business combination on the date of acquisition. Goodwill is assessed for impairment at least annually as of October 1, on a reporting unit basis, or when events and circumstances occur indicating that the recorded goodwill may be impaired. The Company assesses impairment first on a qualitative basis to determine if a quantitative assessment is necessary. In circumstances where the qualitative analysis indicates that it is more likely than not that the fair value of a reporting unit does not exceed its carrying value, the Company performs a quantitative impairment test by which the goodwill impairment loss is measured as the amount by which a reporting unit’s carrying amount exceeds its fair value, not to exceed the carrying amount of goodwill. All indefinite-lived assets are reviewed for impairment annually, and as necessary if indicators of impairment are present.
Internal-Use Software	Internal-Use Software Costs incurred in developing internal-use software are either capitalized or expensed, depending on both the nature of the costs and the phase of development in which they are incurred. Costs incurred for implementation activities during the preliminary and post-implementation phases of a project are expensed as incurred, while costs incurred during the application development phase are generally capitalized. Costs incurred to upgrade or enhance existing software are capitalized if the changes result in additional functionality, but these costs are expensed if the software’s functionality is not improved. No costs were capitalized during the year ended December 31, 2024 and December 31, 2023.
Capitalized Software Development Costs	Capitalized Software Development Costs Software development costs for software to be sold, leased, or otherwise marketed are expensed as incurred until the establishment of technological feasibility, at which time those costs are capitalized until the product is available for general release to customers and amortized over the estimated life the product. Software development costs of $10.2 million and $3.3 million were capitalized during the year ended December 31, 2024 and December 31, 2023, respectively. We evaluate the useful lives of these assets on an annual basis, and we test for impairment whenever events or changes in circumstances occur that could impact the recoverability of these assets. For the year ended December 31, 2024 and December 31, 2023, we have recognized no impairments of capitalized software costs.
Equity-based Compensation	Equity-based Compensation Pursuant to ASC 718, Compensation – Stock Compensation, stock-based awards are measured at fair value on the grant date. For equity classified equity-based awards without performance conditions, the Company recognizes equity-based compensation cost on a straight-line basis over the vesting period of the award. For equity classified equity-based awards with performance conditions, the Company recognizes equity-based compensation cost using the accelerated attribution method over the requisite service period when the Company determines it is probable that the performance condition will be satisfied. The Company recognizes forfeitures of equity-based awards in the period they occur.
Research and Development Costs	Research and Development Costs Research and development costs are primarily made up of labor charges, subcontractor labor costs, prototype material, and development expenses. Research and development costs are expensed in the period incurred.
Advertising Costs	Advertising Costs All advertising, promotional and marketing costs are expensed when incurred and are included in selling, general and administrative expenses within the consolidated statements of operations.
Net (Loss) Income per Share	Net (Loss) Income per Share Basic net (loss) income per share is computed by dividing net (loss) income applicable to stockholders by the weighted average number of shares outstanding for the period. Diluted net (loss) income per share assumes conversion of potentially dilutive shares, such as stock options. The Company’s consolidated statements of operations include a presentation of net loss per share for the year ended December 31, 2024, December 31, 2023, and December 31, 2022.
Recent Accounting Pronouncements	Recent Accounting Pronouncements Recent Accounting Pronouncements Not Yet Adopted In December 2023, the FASB issued Accounting Standards Update (“ASU”) No. 2023-09, Improvements to Income Tax Disclosures (“ASU 2023-09”). Under ASU 2023-09, public benefit entities must disclose specific categories and provide additional information in the tax rate reconciliation if the effect of those reconciling items is equal to or greater than 5 percent of the amount computed by multiplying pretax income or loss by the applicable statutory income tax rate. The amendments from ASU 2023-09 are effective for annual periods beginning after December 15, 2024. Early adoption is permitted for annual financial statements that have not yet been issued or made available for issuance. The Company does not expect this guidance to have a material impact to its consolidated financial statements or related disclosures. Recent Accounting Pronouncements Adopted In November 2023, the FASB issued ASU No. 2023-07, Segment Reporting: Improvements to Reportable Segment Disclosures (“ASU 2023-07”). This ASU amends ASC 280 to permit the disclosure of multiple measures of a segment's profit or loss, and requires an entity with a single reportable segment to apply FASB Topic 280 in its entirety. In addition, this ASU requires the following new segment disclosures: •Significant segment expenses by reportable segment if regularly provided to the CODM and included within the reported measure of segment profit or loss; •Other segment items, which represents the difference between reported segment revenues less the significant segment expenses less reported segment profit or loss; and •Title and position of the CODM. Disclosures required under this new ASU and the existing segment profit or loss and asset disclosures currently required annually by FASB Topic 280 are to be disclosed in interim periods. The Company adopted ASU 2023-07 as of January 1, 2024, and the interim period disclosure requirements are effective beginning January 1, 2025. The adoption of ASU 2023-07 did not have an impact on the Company's consolidated financial statements.

Summary of Significant Accounting Policies (Policies)

12 Months Ended

Dec. 31, 2024

The consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States of America (“GAAP”) and all intercompany balances and transactions have been eliminated in consolidation. Amounts presented within the consolidated financial statements and accompanying notes are presented in thousands of U.S. dollars unless stated otherwise, except for percentages, units, shares, per unit, and per share amounts.

Use of Estimates

The preparation of the consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the dates of the consolidated financial statements and the reported amounts of revenues and expenses during the reporting periods.

Making estimates requires management to exercise significant judgment. It is at least reasonably possible that the estimate of the effect of a condition, situation or set of circumstances that existed at the date of the consolidated financial statements, which management considered in formulating its estimate, could change in the near term due to one or more future confirming events. Accordingly, actual results could differ materially from those estimates. Accounting policies subject to estimates include valuation of goodwill, intangible assets, impairments, fair value remeasurements, capitalized software development costs, revenue recognition, income taxes, business combinations and equity-based compensation.

Business Combinations

The Company utilizes the acquisition method of accounting under ASC 805, for all transactions and events in which it obtains control over one or more other businesses (even if less than 100% ownership is acquired), to recognize the fair value of all assets and liabilities assumed and to establish the acquisition date fair value as of the measurement date.

While the Company uses its best estimates and assumptions as part of the purchase price allocation process to accurately value assets acquired and liabilities assumed as of the acquisition date, the estimates and assumptions are inherently uncertain and subject to refinement. As a result, during the measurement period, which may be up to one year from the acquisition date, the Company records adjustments to the assets acquired and liabilities assumed, with the corresponding offset to goodwill. For changes in the valuation of intangible assets between the preliminary and final purchase price allocation, the related amortization is adjusted in the period it occurs. Subsequent to the measurement period, any adjustment to assets acquired or liabilities assumed is included in operating results in the period in which the adjustment is determined. Transaction expenses that are incurred in connection with a business combination, other than costs associated with the issuance of debt or equity securities, are expensed as incurred.

Revenue Recognition

The Company’s revenues from contracts with customers are from offerings including artificial intelligence and machine learning, data science, advanced analytics, offensive and defensive cyber, data management, cloud solutions, digital engineering, and systems integration, primarily with the U.S. Government and its agencies. The Company also serves manufacturing, third party logistics, retailers, healthcare, and life sciences organizations.

The Company organizes its solutions into four markets:

i.Supply Chain & Logistics Solutions: Data Conflation at Scale (providing a full view of operations, enabling real-time tracking of inventory, and facilitating predictive analytics to optimize functions like routes and delivery times), Discrete Event Simulation (Course of Action Analysis & Digital Twins), and Next-Gen Decision Support (e.g. Macroeconomic & Geopolitical Forecasting)

ii.Cybersecurity Solutions: AI-powered / machine-accelerated binary analysis, Cyber-Physical systems vulnerability testing & evaluation, Vulnerability assessment as a Service, and Specialized services for the Department of Defense and Intelligence Community

iii.Autonomous Systems Solutions: AI/machine learning (“ML”) decision intelligence solutions (conflate millions of data points to provide situational awareness, predictive forecasts, and anomaly detection), AI Orchestration as a Service, and specialized consulting services

iv.Digital Identity Services: security solutions specializing in customized digital identity, biometrics, AI/ML, and advanced analytics software and solutions for global trade, travel and digital identity industries. Airlines, airports and US government agencies are among the Company’s customers relying on Vision AI, analytics capabilities, and expertise to streamline operations, secure facilities and verify identity.

Each of the Company’s solutions can be sold individually or combined and sold together. Regardless of whether a customer is procuring only one of the Company’s solutions or a combination of solutions, the Company’s contracts generally include a significant service of integrating the solutions with the Company’s customer’s existing solutions and information systems. After the Company implements the solutions, the Company may also enter into contracts with the customers to further refine or customize these solutions to either enhance the functionality or adjust for changes in the customer’s requirements. These post-implementation service contracts are generally performed on a time-and-materials basis.

The Company accounts for a contract when it has approval and commitment from both parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance and collectability of consideration is probable. The Company performs under various types of contracts, which generally include firm-fixed-price (“FFP”), time-and-materials (“T&M”), and cost-reimbursable contracts. The Company also generates revenues from the sale of software licenses, primarily term licenses in the customers’ environments, with ongoing maintenance and support services (“M&S”).

Under fixed-price contracts, the Company agrees to perform the specified work for a pre-determined price. To the extent the Company’s actual costs vary from the estimates upon which the price was negotiated, the Company will generate more or less profit or could incur a loss. Under T&M contracts, the Company agrees to perform the specified work for a pre-determined rate per hour, as well as the reimbursement of other direct billable costs which are presented on a gross basis. Cost-reimbursable contracts provide for the payment of allowable costs incurred during performance of the contract plus a fee up to a ceiling based on the amount that has been funded. The majority of our cost-reimbursable contracts are cost-plus-fixed-fee, which provide a fixed fee that is negotiated at the inception of the contract and does not vary with actual costs.

For T&M contracts and cost-reimbursable contracts, the Company has a right to consideration from the customer in an amount that corresponds directly with the value of the Company’s performance and recognizes revenue in the amount to which the Company has a right to invoice (the “right to invoice” practical expedient).

Sales of the Company’s software licenses, primarily term licenses, grant customers the right to use functional intellectual property, either on their internal hardware infrastructure or on their own cloud instance, over the contractual term and are also sold together with stand-ready M&S services. The M&S services include critical updates, training, support, and maintenance services required to operate the software. The Company has concluded that the software licenses and M&S services are each distinct performance obligations, and as such, revenue is recognized for the sale of software licenses upon delivery. For M&S, revenue is recognized over the contract term on a ratable basis.

The Company assesses each contract at its inception to determine whether it should be combined with other contracts. When making this determination, the Company considers factors such as whether two or more contracts were negotiated and executed at or near the same time or were negotiated with an overall profit objective. If combined, the Company treats the combined contracts as one single contract for revenue recognition purposes.

The Company generally uses internally developed and third-party applications, which the Company integrates, when implementing solutions to meet specific customer requirements. The Company evaluates the solutions or services promised in each contract at inception to determine whether the contract should be accounted for as having one or more performance obligations. Each of the Company’s solutions is capable of being distinct as the customer can benefit from each individual solution on its own or with other resources that are readily available. When customer contracts include a significant service of integrating the solutions to provide a set of integrated or highly interrelated tasks, the Company accounts for these arrangements as a single performance obligation. While the contracts provide customers access to the Company’s solutions, the contracts generally do not contain separate licensing provisions for independent use of the underlying internally developed software. Additionally, these components are highly interdependent and highly interrelated into the solutions delivered to the Company’s customers. Therefore, these components are not capable of being distinct and are not separately identifiable from the other promises in the contract. In cases where customer contracts have an explicit licensing provision to the underlying software, such software is generally accounted for as a separate performance obligation.

The Company determines the transaction price for each contract based on the consideration the Company expects to receive for the solutions or services being provided under the contract. For contracts where a portion of the price may vary, the Company estimates variable consideration at the most likely amount, which is included in the transaction price to the extent it is probable that a significant reversal of cumulative revenue recognized will not occur. The Company analyzes the risk of a significant revenue reversal and if necessary, constrains the amount of variable consideration recognized in order to mitigate this risk.

At the inception of a contract, the Company estimates the transaction price based on its current rights and does not contemplate future modifications (including unexercised options) or follow-on contracts until they become legally enforceable. Contracts are often subsequently modified to include changes in specifications, requirements or price, which may create new or change existing enforceable rights and obligations. Depending on the nature of the modification, the Company considers whether to account for the modification as an adjustment to the existing contract or as a separate contract. The Company’s contracts with the U.S. Government often contain options to renew existing contracts for an additional period of time (generally a year at a time) under the same terms and conditions as the original contract, and generally do not provide the customer any material rights under the contract. Therefore, such modifications are accounted for as if they were part of the existing contract and may result in a cumulative adjustment to revenue recognized. The Company accounts for renewal options as separate contracts when they include distinct goods or services at standalone selling prices.

For contracts with multiple performance obligations, the Company allocates the transaction price to each performance obligation based on the estimated standalone selling price of the solution or service underlying each performance obligation. The standalone selling price represents the amount for which the Company would sell the solution or service to a customer on a standalone basis (i.e., not bundled with any other solutions or services). The Company’s contracts with the U.S. government are subject to the Federal Acquisition Regulation (“FAR”) and priced on estimated or actual costs of providing the goods or services. The FAR provides guidance on types of costs that are allowable in establishing prices for goods and services provided to the U.S. government and its agencies. Each contract is competitively priced and bid separately. Pricing for non-U.S. government agencies and commercial customers is based on specific negotiations with each customer. In circumstances where the standalone selling price is not directly observable, the Company estimates the standalone selling price using the expected cost-plus margin approach.

The Company recognizes revenue as performance obligations are satisfied and the customer obtains control of the solutions and services. In determining when performance obligations are satisfied, the Company considers factors such as contract terms, payment terms and whether there is an alternative future use of the solution or service. Substantially all of the Company’s revenue is recognized over time as the Company performs under the contract because control of the work in process transfers continuously to the customer. For most contracts with the U.S. Government, this continuous transfer of control of the work in process to the customer is supported by clauses in the contract that give the customer ownership of work in process and allow the customer to unilaterally terminate the contract for convenience and pay the Company for costs incurred plus a reasonable profit. For most non-U.S. Government contracts, continuous transfer of control to the customer is supported because the Company delivers solutions that do not have an alternative use to the Company and if the Company’s customer were to terminate the contract for reasons other than the Company’s non-performance, the Company would have the right to recover damages which would include, among other potential damages, the right to payment for the work performed to date plus a reasonable profit.

For performance obligations to deliver solutions with continuous transfer of control to the customer, revenue is recognized based on the extent of progress towards completion of the performance obligation, generally using the percentage-of-completion cost-to-cost measure of progress for the Company’s contracts because it best depicts the transfer of control to the customer as the Company incurs costs on the contracts. Under the percentage-of-completion cost-to-cost measure of progress, the extent of progress towards completion is measured based on the ratio of costs incurred to date to the total estimated costs to complete the performance obligation(s). For T&M contracts, revenue is recognized over time based on costs incurred or the right to invoice method (in situations where the value transferred matches the Company’s billing rights) as the customer receives and consumes the benefits.

For arrangements with the U.S. Government, the Company generally does not begin work on contracts until funding is appropriated by the customer. Billing timetables and payment terms on the Company’s contracts vary based on a number of factors, including the contract type. Cost-reimbursable and T&M contracts are generally billed on a monthly basis. FFP contracts are generally billed based on milestones, which are the achievement of specific events as defined in the contract. Amounts billed and due from customers are classified as receivables on the combined balance sheets. On some contracts, the Company may be entitled to receive an advance payment, which is not considered a significant financing component because it is used to facilitate

inventory demands at the onset of a contract and to safeguard the Company from the failure of the other party to abide by some or all of their obligations under the contract.

In some cases where a portion of payment retained by the customer is not considered a significant financing component; the Company expects, at contract inception, that the lag period between the transfer of a promised good or service to a customer and when the customer pays for that good or service will not constitute a significant financing component.

Sale of Products

Revenue from sale of products to customers purchased from third parties is recognized at a point in time when control has transferred to the customer. Control is transferred to the customer upon customer acceptance or receipt of the product. At this point in time, the Company has a present right to payment, and the customer has legal title and physical possession of the product as well as the risks and rewards of ownership.

Contract Balances

Contract balances result from the timing of revenue recognized, billings and cash collections, and the generation of contract assets and liabilities.

Contract assets represent revenue recognized in excess of amounts invoiced to the customer and the right to payment is not subject to the passage of time. Contract liabilities consist of billings in excess of revenues and customer advances. Billings in excess of revenues represents milestone billing contracts where the billings of the contract exceed recognized revenues.

Cash and Cash Equivalents

Cash and cash equivalents are comprised of cash on hand, cash balances with banks and similar institutions and all highly liquid investments with an original maturity of three months or less when purchased.

Restricted Cash

The Company’s restricted cash consisted of cash deposited into escrow accounts reflecting the full obligation to certain investors related to the FPAs. The Company settled its obligations under the FPAs during the year ended December 31, 2022.

Accounts Receivable

Accounts receivable includes amounts billed and currently due from customers, and amounts billable where the right to consideration is unconditional and amounts unbilled. The Company generally records a receivable when revenue is recognized as the timing of revenue recognition may differ from the timing of payment from customers. Payment terms and conditions vary by contract, although terms generally include a requirement of payment within 30 to 60 days. The Company's accounts receivables do not bear interest, and they are recorded at the invoiced amount less an estimated allowance for expected credit losses. In addition to estimating an allowance based on specific identification of certain receivables that have a higher probability of not being paid, the Company also records an estimate for expected credit losses for the remaining receivables in the aggregate using a loss-rate method that considers historical bad debts, age of customer receivable balances, and current customer receivable balances. Additionally, the Company considers future reasonable and supportable forecasts of economic conditions to adjust historical loss rate percentages as necessary. Balances are written-off when determined to be uncollectible. The provision for expected credit losses is recorded in selling, general, and administrative expenses in the consolidated statements of operations.

Amounts unbilled included within accounts receivable as of December 31, 2024 and December 31, 2023 were $15.4 million and $9.1 million, respectively.

Property and Equipment

Property and equipment are the long-lived, physical assets of the Company acquired for use in the Company’s normal business operations and not intended for resale by the Company. These assets are recorded at cost. Renewals and betterments that increase the useful lives of the assets are capitalized. Repair and maintenance expenditures that increase the efficiency of the assets are expensed as incurred. Assets under capital leases are recorded at the present value of the minimum lease payments required

during the lease period. Depreciation is based on the estimated useful lives of the assets using the straight-line method and is included in selling, general and administrative or cost of revenues based upon the asset. Expected useful lives are reviewed at least annually.

As assets are retired or sold, the related cost and accumulated depreciation are removed from the accounts and any resulting gain or loss is included in the results of operations.

The Company regularly evaluates its property and equipment for impairment when events or changes in circumstances indicate that the carrying amount of an asset or asset group may not be recoverable, in accordance with ASC 360, Property, Plant, and Equipment. If the Company determines that the carrying amount of an asset or asset group is not recoverable based upon the undiscounted expected future cash flows of the asset or asset group, the Company records an impairment loss equal to the excess of carrying amount over the estimated fair value of the asset or asset group.

Finite-lived Intangible Assets

Finite-lived intangible assets result from the Company’s various business combinations and consist of identifiable finite-lived intangible assets, including customer relationships, technology, software for sale and trade names. These finite-lived intangible assets are reported at cost, net of accumulated amortization, and are either amortized on a straight-line basis over their estimated useful lives or over the period the economic benefits of the intangible asset are consumed.

The Company regularly evaluates its intangible assets other than goodwill for impairment when events or changes in circumstances indicate that the carrying amount of an asset or asset group may not be recoverable, in accordance with ASC 350, Intangibles–Goodwill and Other. If the Company determines that the carrying amount of an asset or asset group is not recoverable based upon the undiscounted expected future cash flows of the asset or asset group, the Company records an impairment loss equal to the excess of carrying amount over the estimated fair value of the asset or asset group.

Leases

The Company determines whether an arrangement is a lease at inception. An arrangement is or contains a lease if it conveys the right to control the use of an asset for a period of time in exchange for consideration. The Company has operating leases for office space, automobiles, and other equipment that expire at various dates through 2030. These lease terms may include optional renewals, terminations or purchases, which are considered in the Company’s assessments when such options are reasonably certain to be exercised.

The Company measures right-of-use assets and related lease liabilities based on the present value of remaining lease payments. Lease contracts may include fixed payments for non-lease components, such as common area maintenance, which are included in the measurement of lease liabilities for certain asset classes based on the Company’s election to combine lease and non-lease components. The Company does not recognize short-term leases, those lease contracts with durations of twelve months or less, on the consolidated balance sheets.

As applicable borrowing rates are not typically implied within the lease arrangements, the Company discounts lease payments based on its estimated incremental borrowing rate at lease commencement, or modification, which is based on the Company’s estimated credit rating and the lease term at commencement.

Derivatives

Financial instruments subject to the guidance of ASC 815, Derivatives and Hedging (“ASC 815”) that do not meet the criteria for equity treatment are classified as assets or liabilities measured at fair value. The Company remeasures derivative asset or liability to fair value at each reporting period with changes in fair value recognized in the consolidated statements of operations.

Fair Value of Financial Instruments

The Company measures certain financial assets and liabilities at fair value. ASC 820, Fair Value Measurement and Disclosures (“ASC 820”), specifies a hierarchy of valuation techniques based on whether the inputs to those valuation techniques are observable or unobservable. Observable inputs reflect market data obtained from independent sources, while unobservable inputs reflect the Company’s market assumptions. These two types of inputs have created the following fair-value hierarchy:

Level 1—Quoted prices for identical instruments in active markets;

Level 2—Quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are not active, and model-derived valuations in which all significant inputs and significant value drivers are observable in active markets; and

Level 3—Valuations derived from valuation techniques in which one or more significant inputs or significant value drivers are unobservable.

These inputs are based on Company’s own assumptions about current market conditions and require significant management judgement or estimation. Financial instruments consist of cash equivalents, accounts receivable, accounts payable, accrued liabilities, private warrants, written put options, and debt. Cash equivalents are stated at fair value on a recurring basis. Accounts receivable, accounts payable and accrued liabilities are stated at their carrying value, which approximates fair value due to the short time to the expected receipt of payment date. Private warrants and written put options are marked to fair value on a periodic basis.

Income Taxes

The Company estimates its current tax expense together with assessing temporary differences resulting from differing treatment of items not currently deductible for tax purposes. These differences result in deferred tax assets and liabilities on the Company’s consolidated balance sheets, which are estimated based upon the difference between the financial statement and tax bases of assets and liabilities using the enacted tax rates that will be in effect when these differences reverse. In general, deferred tax assets represent future tax benefits to be received when certain expenses previously recognized in the Company’s consolidated statements of operations become deductible expenses under applicable income tax laws or loss or credit carry forwards are utilized. Accordingly, the realization of the Company’s deferred tax assets are dependent on future taxable income against which these deductions, losses, and credits can be utilized.

The Company evaluates the realizability of its deferred tax assets and recognizes a valuation allowance when it is more likely than not that a future benefit on such deferred tax assets will not be realized. Changes in the valuation allowance, when recorded, would be included in the Company’s consolidated statements of operations. Management’s judgment is required in determining the Company’s valuation allowance recorded against its net deferred tax assets.

The Company recognizes the tax benefit from an uncertain tax position only if it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. The tax benefits recognized in the financial statements from such positions are then measured based on the largest benefit that has a greater than 50% likelihood of being realized upon settlement. The Company recognizes interest and penalties related to uncertain tax positions in its provision (benefit) for income taxes. As of December 31, 2024 and December 31, 2023, the Company accrued $0.8 million and $0.8 million for uncertain tax positions, respectively.

Concentration of Credit Risk

Financial instruments that potentially expose the Company to concentrations of credit risk consist primarily of cash and cash equivalents, restricted cash, certificates of deposit, and accounts receivable. The Company places its cash and cash equivalents with financial institutions of high credit quality. At times, such amounts may exceed federally insured limits. Cash and cash

equivalents including cash on deposit or invested with financial and lending institutions was $50.1 million and $32.6 million, as of December 31, 2024 and December 31, 2023, respectively.

The Company provides credit to customers in the normal course of business. The carrying amount of current accounts receivable is stated at cost, less an estimated allowance for expected credit losses. The Company performs ongoing credit evaluations of its customers’ financial condition and limits the amount of credit extended when deemed necessary. The Company maintains an allowance for expected credit losses to provide for the estimated amount of accounts receivable that will not be fully collected. The estimate is calculated using a loss-rate method that considers historical bad debts, age of customer receivable balances, and current customer receivable balances. Additionally, the Company considers future reasonable and supportable forecasts of economic conditions to adjust historical loss rate percentages as necessary. Balances are written-off when determined to be uncollectible.

Segment Information

Operating segments are defined as components of an entity for which separate financial information is available and that is regularly reviewed by the Chief Operating Decision Maker (“CODM”) in deciding how to allocate resources and in assessing performance.

As of December 31, 2022, the Company had two operating and reportable segments that were organized by sector: Cyber & Engineering and Analytics. During the first quarter of 2023, the Company reevaluated its operating and reportable segments under Financial Accounting Standards Board (“FASB”) ASC 280 - Segment Reporting, following an organizational and legal entity restructuring, which allowed the Company to align its operations with how the business will be managed. As a result of such changes, the performance of the Company’s operations are evaluated by the CODM using the consolidated financial results of the Company. As a result of this reevaluation, effective for the first quarter of fiscal year 2023, the Company determined that it manages its operations as a single operating and reportable segment.

The single reportable segment is consistent with information used by the CODM to assess performance, make operating decisions, and allocate resources. The Company evaluates the operating performance of its one segment based upon information included in management reports.

Goodwill

Goodwill is the amount by which the purchase price exceeded the fair value of the net identifiable assets acquired and liabilities assumed in a business combination on the date of acquisition. Goodwill is assessed for impairment at least annually as of October 1, on a reporting unit basis, or when events and circumstances occur indicating that the recorded goodwill may be impaired. The Company assesses impairment first on a qualitative basis to determine if a quantitative assessment is necessary. In circumstances where the qualitative analysis indicates that it is more likely than not that the fair value of a reporting unit does not exceed its carrying value, the Company performs a quantitative impairment test by which the goodwill impairment loss is measured as the amount by which a reporting unit’s carrying amount exceeds its fair value, not to exceed the carrying amount of goodwill. All indefinite-lived assets are reviewed for impairment annually, and as necessary if indicators of impairment are present.

Internal-Use Software

Costs incurred in developing internal-use software are either capitalized or expensed, depending on both the nature of the costs and the phase of development in which they are incurred. Costs incurred for implementation activities during the preliminary and post-implementation phases of a project are expensed as incurred, while costs incurred during the application development phase are generally capitalized. Costs incurred to upgrade or enhance existing software are capitalized if the changes result in additional functionality, but these costs are expensed if the software’s functionality is not improved. No costs were capitalized during the year ended December 31, 2024 and December 31, 2023.

Capitalized Software Development Costs

Software development costs for software to be sold, leased, or otherwise marketed are expensed as incurred until the establishment of technological feasibility, at which time those costs are capitalized until the product is available for general release to customers and amortized over the estimated life the product. Software development costs of $10.2 million and $3.3 million were capitalized during the year ended December 31, 2024 and December 31, 2023, respectively.

We evaluate the useful lives of these assets on an annual basis, and we test for impairment whenever events or changes in circumstances occur that could impact the recoverability of these assets. For the year ended December 31, 2024 and December 31, 2023, we have recognized no impairments of capitalized software costs.

Equity-based Compensation

Pursuant to ASC 718, Compensation – Stock Compensation, stock-based awards are measured at fair value on the grant date. For equity classified equity-based awards without performance conditions, the Company recognizes equity-based compensation cost on a straight-line basis over the vesting period of the award. For equity classified equity-based awards with performance conditions, the Company recognizes equity-based compensation cost using the accelerated attribution method over the requisite service period when the Company determines it is probable that the performance condition will be satisfied. The Company recognizes forfeitures of equity-based awards in the period they occur.

Research and Development Costs

Research and development costs are primarily made up of labor charges, subcontractor labor costs, prototype material, and development expenses. Research and development costs are expensed in the period incurred.

Advertising Costs

All advertising, promotional and marketing costs are expensed when incurred and are included in selling, general and administrative expenses within the consolidated statements of operations.

Net (Loss) Income per Share

Basic net (loss) income per share is computed by dividing net (loss) income applicable to stockholders by the weighted average number of shares outstanding for the period. Diluted net (loss) income per share assumes conversion of potentially dilutive shares, such as stock options. The Company’s consolidated statements of operations include a presentation of net loss per share for the year ended December 31, 2024, December 31, 2023, and December 31, 2022.

Recent Accounting Pronouncements

Recent Accounting Pronouncements Not Yet Adopted

In December 2023, the FASB issued Accounting Standards Update (“ASU”) No. 2023-09, Improvements to Income Tax Disclosures (“ASU 2023-09”). Under ASU 2023-09, public benefit entities must disclose specific categories and provide additional information in the tax rate reconciliation if the effect of those reconciling items is equal to or greater than 5 percent of the amount computed by multiplying pretax income or loss by the applicable statutory income tax rate. The amendments from ASU 2023-09 are effective for annual periods beginning after December 15, 2024. Early adoption is permitted for annual financial statements that have not yet been issued or made available for issuance. The Company does not expect this guidance to have a material impact to its consolidated financial statements or related disclosures.

Recent Accounting Pronouncements Adopted

In November 2023, the FASB issued ASU No. 2023-07, Segment Reporting: Improvements to Reportable Segment Disclosures (“ASU 2023-07”). This ASU amends ASC 280 to permit the disclosure of multiple measures of a segment's profit or loss, and requires an entity with a single reportable segment to apply FASB Topic 280 in its entirety. In addition, this ASU requires the following new segment disclosures:

•Significant segment expenses by reportable segment if regularly provided to the CODM and included within the reported measure of segment profit or loss;

•Other segment items, which represents the difference between reported segment revenues less the significant segment expenses less reported segment profit or loss; and

•Title and position of the CODM.

Disclosures required under this new ASU and the existing segment profit or loss and asset disclosures currently required annually by FASB Topic 280 are to be disclosed in interim periods. The Company adopted ASU 2023-07 as of January 1, 2024, and the interim period disclosure requirements are effective beginning January 1, 2025. The adoption of ASU 2023-07 did not have an impact on the Company's consolidated financial statements.