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Summary of Significant Accounting Policies (Policies) | 9 Months Ended
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Sep. 30, 2025
Accounting Policies [Abstract] |
Basis of Presentation | Basis of Presentation and Consolidation The accompanying unaudited condensed consolidated financial statements have been prepared in accordance with U.S. generally accepted accounting principles (“GAAP”) for interim financial information.
Consolidation | The unaudited condensed consolidated financial statements include the accounts of the Company. All significant intercompany balances and transactions have been eliminated.
Use of Estimates | Use of Estimates The preparation of these unaudited condensed consolidated financial statements in conformity with GAAP requires the Company to make certain estimates, judgments and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses during the reporting period. Estimates are also used for, but not limited to, current expected credit losses, capitalization and useful life of the Company’s capitalized software development costs, useful lives of assets, accruals and contingencies, carrying value of goodwill and income taxes and deferred tax asset valuation. Numerous internal and external factors can affect estimates. Actual results could differ from those estimates and such differences could be material to the Company’s unaudited condensed consolidated financial position and results of operations.
Net Loss Per Share Attributable to Common Shareholders | Net Loss Per Share Attributable to Common Stockholders Basic net loss per share attributable to common stockholders is computed by dividing the net loss attributable to common stockholders by the weighted average number of shares of common stock outstanding during the period. Diluted earnings per share attributable to common stockholders adjusts basic earnings per share for the potentially dilutive impact of stock options, restricted stock awards, restricted stock units, and performance-based restricted stock units. As the Company has reported losses for all periods presented, all potentially dilutive securities are anti-dilutive, and accordingly, basic net loss per share equaled diluted net loss per share.
Cash and Cash Equivalents | Cash and Cash Equivalents The Company considers all highly liquid investments acquired with an original maturity of three months or less at the date of purchase to be cash equivalents. Cash equivalents, which can include the Company’s money market account, U.S. Treasury securities and corporate debt securities with maturities of three months or less, are measured at fair value on a recurring basis.
Short-Term Investments | Short-Term Investments The Company’s short-term investments consist of highly-rated U.S. Treasury securities and corporate debt securities with maturities of more than three months but less than one year at the date of purchase. The short-term investments have been classified as available-for-sale and are carried at the estimated fair value as determined based upon quoted market prices. The Company determines the appropriate classification of its investment securities at the time of purchase. Credit impairments for available-for-sale securities are recorded through an allowance rather than a direct write-down of the security and are recorded through a charge to the unaudited condensed consolidated statements of operations and comprehensive loss. The Company reviews available-for-sale debt securities for impairments related to credit losses and other factors each quarter. Unrealized gains or losses not related to credit impairments are recorded in accumulated other comprehensive income, a component of stockholders’ equity, until realized.
Accounts Receivable | Accounts Receivable Accounts receivable are recorded and carried at the original invoiced amount less an allowance for credit losses. The Company determines its trade accounts receivable allowances based upon the assessment of various factors, such as: historical experience, credit quality of its customers, geographic related risks, economic conditions and other factors that may affect a customer’s ability to pay. Increases and decreases in the allowance for credit losses are included as a component of general and administrative expense in the unaudited condensed consolidated statements of operations and comprehensive loss. The Company does not have any off-balance sheet credit exposure related to its customers. Due to the short-term nature of the Company’s receivables, the estimate of the amount of accounts receivable that may not be collected is based on aging of the accounts receivable balances and the financial condition of customers. The Company has provisioned $1.4 million and $3.5 million for expected losses for the three and nine months ended September 30, 2025, respectively, and $0.8 million and $2.3 million has been written off and charged against the allowance for the three and nine months ended September 30, 2025, respectively. Recoveries made by the Company were $0.8 million and $1.8 million for the three and nine months ended September 30, 2025, respectively. The allowance for credit losses related to accounts receivable was $2.1 million and $2.8 million as of September 30, 2025 and December 31, 2024, respectively. Unbilled receivables were $3.0 million and $2.5 million as of September 30, 2025 and December 31, 2024, respectively, and were included within accounts receivable on the unaudited condensed consolidated balance sheets.
Concentration of Credit Risk | Concentration of Credit Risk Financial instruments that potentially subject the Company to concentrations of credit risk consist of cash and cash equivalents, short-term investments and trade accounts receivable. The Company maintains its cash and cash equivalent and short-term investment balances in highly rated financial institutions, which at times may exceed federally insured limits or be held in foreign jurisdictions. The Company has not experienced any loss relating to cash and cash equivalents and short-term investments in these accounts. The Company performs periodic credit evaluations of its customers’ financial condition and generally does not require collateral.
Fair Value of Financial Instruments | Fair Value of Financial Instruments The Company groups its assets and liabilities measured at fair value in a three-tier fair value hierarchy, which prioritizes the inputs used in measuring fair value. These tiers include: Level 1, defined as observable inputs such as quoted prices in active markets, with valuations obtained from readily available pricing sources for market transactions involving identical assets or liabilities; Level 2, defined as inputs other than quoted prices in active markets that are either directly or indirectly observable, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities; and Level 3, defined as unobservable inputs in which little or no market data exists, therefore requiring an entity to develop its own assumptions. Level 3 assets and liabilities include financial instruments whose value is determined using pricing models, discounted cash flow methodologies, or similar techniques, as well as instruments for which the determination of fair value requires significant management judgment or estimation. The level of the fair value hierarchy in which the fair value measurement falls is determined by the lowest level input that is significant to the fair value measurement. The Company’s financial instruments consist principally of cash and cash equivalents, short-term investments, accounts receivable, accounts payable and accrued expenses. The carrying values of cash and cash equivalents, short-term investments, accounts receivable, accounts payable and accrued expenses are considered to approximate their respective fair values due to the short-term nature of such financial instruments. Cash equivalents and short-term investments, primarily consisting of investments in U.S. Treasury securities, corporate debt securities and money market funds, are measured at fair value on a recurring basis, and are categorized as Level 1 based on quoted prices in active markets. The Company recognizes transfers between levels at the end of the reporting period as if the transfers occurred on the last day of the reporting period. There were no transfers during the nine months ended September 30, 2025 and the year ended December 31, 2024.
Property and Equipment, Net | Property and Equipment, Net Property and equipment are recorded at cost, less accumulated depreciation. Maintenance, repairs and minor replacements are charged to expense as incurred. Significant renewals and betterments are capitalized. Depreciation on property and equipment, with the exception of leasehold improvements, is recorded using the straight-line method over the estimated useful lives of the assets. Amortization on leasehold improvements is recorded using the shorter of the lease term or useful life.
Capitalized Software Development Costs | Capitalized Software Development Costs Costs related to software acquired, developed, or modified solely to meet the Company’s internal requirements or related to the development of product offerings are capitalized. Costs incurred during the preliminary planning and evaluation stage of the project and during the post implementation operational stage are expensed as incurred. The Company capitalizes qualifying software development costs that are incurred during the application development stage. Capitalization of costs begins when two criteria are met: (i) the preliminary project stage is completed and (ii) it is probable that the software will be completed and used for its intended function. Capitalization ceases when the software is substantially complete and ready for its intended use, including the completion of all significant testing. The Company also capitalizes costs related to specific upgrades and enhancements when it is probable the expenditures will result in additional functionality. Costs incurred for maintenance, minor upgrades and enhancements are expensed. Costs related to preliminary project activities and post-implementation operating activities are expensed as incurred. Capitalized costs are included in property and equipment, net on the unaudited condensed consolidated balance sheets. These costs are amortized over the estimated useful life of the software, generally four years, on a straight-line basis. Management evaluates the useful life of these assets on an annual basis and tests for impairment whenever events or changes in circumstances occur that could impact the recoverability of these assets. The amortization of costs related to the development of product offerings is included in cost of revenue.
Purchase Price Allocation, Intangible Assets and Goodwill | Purchase Price Allocation, Intangible Assets and Goodwill The purchase price allocation for business combinations and asset acquisitions requires extensive use of accounting estimates and judgments to allocate the purchase price to the identifiable tangible and intangible assets acquired and liabilities assumed based on their respective fair values. The Company determines whether substantially all of the fair value of the gross assets acquired is concentrated in a single identifiable asset or group of similar identifiable assets. If this threshold is met, the single asset or group of assets, as applicable, is not a business. If it is not met, the Company determines whether the single asset or group of assets, as applicable, meets the definition of a business. The excess purchase price over the fair value of assets acquired is recorded as goodwill. The Company tests goodwill for impairment annually during the fourth quarter, or whenever events or changes in circumstances indicate an impairment may have occurred. Goodwill impairment is recognized when the quantitative assessment results in the carrying value of the reporting unit exceeding its fair value, in which case an impairment charge is recorded to goodwill to the extent the carrying value exceeds the fair value, limited to the amount of goodwill. The Company did not recognize any impairment of goodwill for all periods presented.
Leases | Leases The Company determines if an arrangement is or contains a lease at contract inception. The Company presents the operating leases in long-term assets and current and long-term liabilities in the unaudited condensed consolidated balance sheets. Finance lease assets are included in property and equipment, net, and finance lease liabilities are presented in current and long-term liabilities on the unaudited condensed consolidated balance sheets. Right-of-use assets represent the Company’s right to use an underlying asset over the lease term and lease liabilities represent the Company’s obligation to make lease payments arising from the lease. Right-of-use assets and lease liabilities are recognized at the lease commencement date based on the estimated present value of lease payments over the lease term. The Company includes any anticipated lease incentives in the determination of lease liabilities. The Company uses its estimated incremental borrowing rate, which is derived from information available at the lease commencement date, in determining the present value of lease payments. The Company gives consideration to its recent debt issuances as well as publicly available data for instruments with similar characteristics when determining its incremental borrowing rates.
Impairment of Long-Lived Assets | Impairment of Long-Lived Assets The Company’s long-lived assets with finite lives consist primarily of property and equipment, capitalized software development costs, operating right-of-use assets and finite lived intangible assets. Long-lived assets are reviewed for impairment whenever an event or change in circumstances indicates that the carrying amount of an asset or group of assets may not be recoverable. The impairment review includes comparison of future cash flows expected to be generated by the asset or group of assets with the associated assets’ carrying value. If the carrying value of the asset or group of assets exceeds its expected future cash flows (undiscounted and without interest charges), an impairment loss is recognized to the extent that the carrying amount of the asset exceeds its fair value. The Company recorded no impairment charges during the three and nine months ended September 30, 2025 and 2024.
Segment Information | Segment Information The Company’s Chief Executive Officer is the chief operating decision maker, who reviews the Company’s financial information presented on a consolidated basis for purposes of allocating resources and evaluating the Company’s financial performance. Accordingly, the Company has determined that it operates in a single reporting segment.
Advertising | Advertising The Company expenses advertising costs as incurred. Advertising expenses were $1.1 million and $3.0 million for the three and nine months ended September 30, 2025, respectively. Advertising expenses were $1.3 million and $3.6 million for the three and nine months ended September 30, 2024, respectively. These costs are included in sales and marketing expenses in the unaudited condensed consolidated statements of operations and comprehensive loss.
Cost of Revenue | Cost of Revenue Cost of revenue consists primarily of third-party cloud infrastructure expenses incurred in connection with the Company’s customers’ use of its product offerings. Cost of revenue also includes outsourced staffing costs, amortization of capitalized software development and personnel costs from employees involved in the delivery of the Company’s product offerings. Personnel costs include salaries, benefits, bonuses, stock-based compensation and allocated overhead costs.
Research and Development | Research and Development Research and development expenses consist primarily of personnel-related costs for the Company’s development team, including salaries, benefits, bonuses, stock-based compensation expenses and allocated overhead costs. Research and development expenses also include contractor or professional services fees, third-party cloud infrastructure expenses incurred in developing the Company’s product offerings and software services dedicated for use by the Company’s research and development organization.
Sales and Marketing | Sales and Marketing Sales and marketing expenses consist primarily of personnel-related costs directly associated with the Company’s sales and marketing staff, including salaries, benefits, bonuses, commissions, stock-based compensation and allocated overhead costs. Sales and marketing expenses also include advertising costs and other expenses associated with the Company’s marketing and business development programs. In addition, sales and marketing expenses are comprised of travel-related expenses, software services dedicated for use by the Company’s sales and marketing organizations and outside services contracted for sales and marketing purposes.
General and Administrative | General and Administrative General and administrative expenses consist of personnel-related costs associated with the Company’s finance, legal, human resources and administrative personnel, including salaries, benefits, bonuses, stock-based compensation and allocated overhead costs. General and administrative expenses also include external legal, accounting, professional services fees, software services dedicated for use by the Company’s general and administrative functions, insurance, allowance for credit losses and other corporate expenses.
Stock-Based Compensation | Stock-Based Compensation The Company measures and recognizes compensation expense for all stock-based awards (collectively referred to as stock-based compensation expense), including stock options, restricted stock awards, restricted stock units and performance-based restricted stock units granted to employees and directors, based on the estimated fair value of the awards on the date of grant. The fair value of restricted stock awards, restricted stock units and performance-based restricted stock units is determined using the fair value of the Company’s common stock on the date of grant. Forfeitures are accounted for in the period in which they occur. Stock-based compensation is recognized following the straight-line attribution method over the requisite service period for stock options, restricted stock awards and restricted stock units. Stock-based compensation is recognized under the accelerated attribution model over the requisite service period for performance-based restricted stock units.
Sales Taxes | Sales Taxes The Company recognizes sales and other taxes collected from customers and subsequently remits the taxes to government authorities. The Company relieves the sales tax payable balances from the unaudited condensed consolidated balance sheets as cash is collected from the customer and the taxes are remitted to the appropriate tax authority.
Income Taxes | Income Taxes The Company accounts for income taxes in accordance with the asset and liability method. Under the asset and liability method, deferred tax assets and liabilities are recognized for the expected future tax consequences of temporary differences between the financial reporting and tax bases of assets and liabilities using enacted tax rates that are expected to apply to taxable income in the periods in which the deferred tax asset or liability is expected to be realized or settled. Valuation allowances are established, when necessary, to reduce deferred tax assets to the amounts expected to be realized. All deferred tax assets and liabilities are classified as non-current within the accompanying unaudited condensed consolidated balance sheets. The Company recognizes the tax benefit from an uncertain tax position only if it meets the “more likely than not” threshold that the position will be sustained upon examination by the taxing authority, based on the technical merits of the position. The tax benefits recognized in the unaudited condensed consolidated financial statements from such a position are measured based on the largest benefit that has a greater than fifty percent likelihood of being realized upon ultimate settlement. The Company includes interest and penalties related to its uncertain tax positions, if any, as part of income tax expense within the accompanying unaudited condensed consolidated statements of operations and comprehensive loss.
Accounting Pronouncements Not Yet Adopted | Accounting Pronouncements Not Yet Adopted In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740) (“ASU No. 2023-09”), which requires public entities to disclose on an annual basis (1) specific categories in the rate reconciliation and (2) provide additional information for reconciling items that meet a quantitative threshold. The amendments in this ASU are effective for public business entities for annual periods beginning after December 15, 2024, and should be applied prospectively. Early adoption of the amendments is permitted for annual financial statements that have not yet been issued or made available for issuance. The Company is currently evaluating the impact of the adoption of this new standard on its consolidated financial statements. In November 2024, the FASB issued ASU 2024-03, Expense Disaggregation Disclosures (Subtopic 220-40) (“ASU No. 2024-03”), which requires disaggregation of certain expense captions into specified categories in disclosures within the footnotes to the financial statements. The amendments in this ASU are effective for public business entities for fiscal years beginning after December 15, 2026, and interim periods within fiscal years beginning after December 15, 2027, and should be applied retrospectively to all prior periods presented in the financial statements. Early adoption of the amendments is permitted. The Company is currently evaluating the impact of the adoption of this standard on its consolidated financial statements. In September 2025, the FASB issued ASU 2025-06, Intangibles—Goodwill and Other—Internal-Use Software (Subtopic 350-40) (“ASU No. 2025-06”), which removes all references to prescriptive and sequential software development stages (referred to as “project stages”) throughout Subtopic 350-40 and specifies considerations around significant uncertainty associated with the development activities of the software. The amendments in this ASU are effective for public business entities for fiscal years beginning after December 15, 2027, and interim periods within those annual reporting periods, and can be applied prospectively, under a modified transition, or retrospectively to all prior periods presented in the financial statements. Early adoption of the amendments is permitted. The Company is currently evaluating the impact of the adoption of this standard on its consolidated financial statements.
Revenue Recognition | Revenue Recognition Revenue is recognized, in an amount that reflects the consideration the Company expects to be entitled to over the term of the agreement, when control of the Company’s product offerings are transferred to customers. The Company recognizes revenue through the following five-step framework in accordance with ASC 606, Revenue from Contracts with Customers: (1) Identification of the contract, or contracts, with the customer; (2) Identification of performance obligations in the contract; (3) Determination of the transaction price; (4) Allocation of the transaction price to the performance obligations in the contract; (5) Recognition of revenue when, or as, the Company satisfies a performance obligation. A performance obligation is a promise in a contract to transfer a distinct solution to the customer. The Company identifies performance obligations in its contracts with customers, which primarily include usage-based and subscription contracts. Usage-based contracts include fees based on usage of the Company’s platform or professional services, incurred on a time and materials basis, while subscription contracts represent the purchase of a committed data volume on the Company’s platform over a period of time. The transaction price is determined based on the amount which the Company expects to be entitled to in exchange for providing the promised services to the customer. For contracts that include multiple performance obligations, the transaction price in the contract is allocated to each distinct performance obligation on a relative standalone selling price basis. Revenue is recognized over time as performance obligations are satisfied. Variable consideration is evaluated on a contract-by-contract basis, and a constraint is applied using the facts and circumstances of the contract when applicable. On a limited basis, the Company enters into contracts whereby the consideration payable is contingent upon the conclusion of the legal matter. The Company does not recognize the revenue related to these contracts until the legal matter is resolved. During the three months ended September 30, 2025, one of the Company’s customers under such a contingent arrangement experienced a favorable resolution to the legal matter, allowing the Company to recognize $1.3 million in revenue. The Company’s software contracts do not allow the customer to take possession of the software supporting the cloud-based platform. Customers are not entitled to any refunds. The Company’s arrangements do not contain general rights of return. However, credits may be issued on a case-by-case basis. Amounts that have been invoiced are recorded in accounts receivable and in revenue or deferred revenue depending on whether the revenue recognition criteria have been met.

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