SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES	6 Months Ended
SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES	Jun. 30, 2025
Accounting Policies [Abstract]
SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES	SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES Nature of Operations Triumph Financial, Inc. (collectively with its subsidiaries, “Triumph Financial”, or the “Company” as applicable) is a financial holding company headquartered in Dallas, Texas, offering a diversified line of banking, factoring, payments, and intelligence services. The accompanying consolidated financial statements include the accounts of the Company and its wholly owned subsidiaries Triumph CRA Holdings, LLC (“TCRA”), TBK Bank, SSB (“TBK Bank”), and TBK Bank’s wholly owned subsidiary Triumph Insurance Group, Inc. (“TIG”). Substantially all of the Company's products and services (other than certain insurance brokerage activities at TIG) are offered through TBK Bank. Effective January, 1, 2025, Triumph Financial Services LLC, the entity through which the Company previously conducted all of its factoring operations, was merged with and into TBK Bank, SSB. Basis of Presentation The accompanying unaudited condensed consolidated financial statements of the Company have been prepared in accordance with United States Generally Accepted Accounting Principles (“GAAP”) for interim financial information and in accordance with guidance provided by the Securities and Exchange Commission (“SEC”). Accordingly, the condensed financial statements do not include all of the information and footnotes required by GAAP for complete financial statements. The preparation of consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the amounts reported in the consolidated financial statements and accompanying notes. Actual results could differ from those estimates. In the opinion of management, the accompanying unaudited condensed consolidated financial statements reflect all normal and recurring adjustments considered necessary for a fair presentation. Transactions between the subsidiaries have been eliminated. Certain prior period amounts have been reclassified to conform to the current period presentation. These condensed consolidated financial statements should be read in conjunction with the Company’s Annual Report on Form 10-K for the year ended December 31, 2024. Operating results for the three and six months ended June 30, 2025 are not necessarily indicative of the results that may be expected for the year ending December 31, 2025. Reportable Segments The Company’s reportable segments are comprised of strategic business units primarily based upon industry categories and, to a lesser extent, the core competencies relating to product origination, distribution methods, operations and servicing. Segment determination also considers organizational structure and is consistent with the presentation of financial information to the chief operating decision maker to evaluate segment performance, develop strategy, and allocate resources. The Company's chief operating decision maker is the Chief Executive Officer of Triumph Financial, Inc. Management has determined that the Company has four reportable segments consisting of Banking, Factoring, Payments, and Intelligence. The Banking segment includes the operations of TBK Bank's traditional community banking services. The Banking segment derives its revenue principally from investments in interest-earning assets as well as noninterest income typical for the banking industry. The Factoring segment derives its revenue principally from factoring services. The Payments segment includes the operations of the TBK Bank's payments products and services focused on the transportation industry, which is the payments network for presentment, audit, and payment of over-the-road trucking invoices. The Payments segment derives its revenue from transaction fees and interest income on factored receivables related to invoice payments. These factored receivables consist of (i) invoices where we offer a carrier a quickpay opportunity to receive payment at a discount in advance of the standard payment term for such invoice in exchange for the assignment of such invoice to us, (ii) offering freight brokers the ability to settle their invoices with us on an extended term following our payment to their carriers as an additional liquidity option for such freight brokers, and (iii) factoring transactions where we purchase receivables payable to such freight brokers from their shipper clients. The Intelligence segment was launched in the fourth quarter of 2024 to turn the over-the-road trucking data collected through our services into actionable insights for our customers. This launch coincided with our acquisition of the assets of Isometric Technologies Inc., a company that provides service and performance scoring and benchmarking capabilities to the over-the-road trucking industry. The operations of this segment were further supplemented with our acquisition of Greenscreens AI. Inc., a pricing solution for the logistics industry that delivers short-term freight market pricing intelligence and business insights, during the quarter ended June 30, 2025. Intelligence offerings enable better decision making, market intelligence and automation. The revenue for these offerings is derived through access and subscription fees, as well as seat licenses where applicable. For further discussion of management's operating segments and allocation methodology, see Note 16 – Business Segment Information. Adoption of New Accounting Standards In December 2023, the FASB issued Accounting Standards Update ("ASU") 2023-07, "Segment Reporting (Topic 280), Improvements to Reportable Segment Disclosures" ("ASU 2023-07"). ASU 2023-07 Requires public entities to disclose significant segment expenses, an amount and description for other segment items, the title and position of the entity’s chief operating decision maker ("CODM") and an explanation of how the CODM uses the reported measures of profit or loss to assess segment performance, and, on an interim basis, certain segment related disclosures that previously were required only on an annual basis. ASU 2023-07 also clarifies that entities with a single reportable segment are subject to both new and existing segment reporting requirements and that an entity is permitted to disclose multiple measures of segment profit or loss, provided that certain criteria are met. ASU 2023-07 is effective for the Company for fiscal years beginning after December 15, 2023 and interim periods within fiscal years beginning after December 15, 2024, with early adoption permitted. The Company adopted ASU 2023-07 effective December 31, 2024. Adoption of ASU 2023-07 did not have a material impact on the Company's consolidated financial statements. See Note 16 – Business Segment Information for new disclosures required by ASU 2023-07. Newly Issued, But Not Yet Effective Accounting Standards In December 2023, the FASB issued Accounting Standards Update 2023-09, “Income Taxes (Topic 740), Improvements to Income Tax Disclosures" ("ASU 2023-09"). ASU 2023-09 requires public entities to disclose in their rate reconciliation table additional categories of information about federal, state and foreign income taxes and to provide more details about the reconciling items in some categories if items meet a quantitative threshold. ASU 2023-09 also requires all entities to disclose income taxes paid, net of refunds, disaggregated by federal, state and foreign taxes for annual periods and to disaggregate the information by jurisdiction based on a quantitative threshold, among other things. ASU 2023-09 is effective for the Company for annual periods beginning after December 15, 2024 with early adoption permitted. The Company will update its income tax disclosures upon adoption. In November 2024, the FASB issued Accounting Standards Update 2024-03, "Income Statement - Reporting Comprehensive Income - Expense Disaggregation Disclosures (Subtopic 220-40)" ("ASU 2024-03"). ASU 2024-03 requires public entities to provide disaggregated disclosures, in the notes to the financial statements, of certain categories of expenses that are included in expense line items on the face of the income statement. ASU 2024-03 is effective for the Company for fiscal years beginning after December 15, 2026 and interim periods within fiscal years beginning after December 15, 2027, with early adoption permitted. The Company will update its expense disclosures upon adoption. USPS Settlement As of June 30, 2025, we carried a receivable (the “Misdirected Payments Receivable”) payable by the United States Postal Service (“USPS”) arising from accounts factored to a large carrier. The balance of such Misdirected Payments Receivable, net of customer reserves, was $19.4 million. The amounts represented by this receivable were paid by the USPS directly to such customer in contravention of notices of assignment delivered to, and previously honored by, the USPS, which amount was then not remitted back to us by such customer as required. The USPS disputed their obligation to make such payment, citing purported deficiencies in the notices delivered to them. We have been a party to litigation in the United States Court of Federal Claims against the USPS seeking a ruling that the USPS was obligated to make the payments represented by this receivable directly to us. On June 30, 2025, we reached an agreement with the USPS ("the USPS Settlement") whereby the USPS agreed to pay us $47.5 million to settle the litigation in the United States Court of Federal Claims and certain other related proceedings. Such settlement was entered into as part of a global settlement of the disputes related to the Misdirected Payments Receivable, other amounts we asserted were due to us from USPS for other balances owed to us as a result of their failure to honor our notices of assignment, and certain claims of the large carrier involved in this matter against the USPS for underpayment on certain transportation contracts in which we had a security interest. We received the full $47.5 million settlement proceeds on July 10, 2025. The proceeds of the USPS Settlement will be applied as follows: •$11.5 million to the aforementioned large carrier, •$19.4 million to relieve the entire balance of Misdirected Payments Receivable, net of customer reserves, •$1.1 million of interest and fees, •$7.9 million of legal expense recovery •$3.8 million to recovery of previously charged-off acquired over-formula advances related to the aforementioned large carrier, and •$3.8 million to CVLG in accordance with the amended terms of the CVLG transaction. The USPS Settlement had a $12.4 million and $11.5 million positive impact on pretax net income for the three and six months ended June 30, 2025, respectively made up of the prior period impacts of the interest and fees, legal expense recovery, and the recovery of the previously charged-off acquired over-formula advances. The $19.4 million Misdirected Payments Receivable balance was legally discharged upon receipt of the settlement proceeds on July 10, 2025.