SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES	12 Months Ended
SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES	Dec. 31, 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”) and 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. Principles of Consolidation and Basis of Presentation The Company consolidates subsidiaries in which it holds, directly or indirectly, a controlling financial interest. The Company determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity under U.S. generally accepted accounting principles (“GAAP”). Voting interest entities are entities in which the total equity investment at risk is sufficient to enable the entity to finance itself independently and provides the equity holders with the obligation to absorb losses, the right to receive residual returns and the right to make decisions about the entity’s activities. The Company consolidates voting interest entities in which it has at least a majority of the voting interest. Variable interest entities (“VIEs”) are entities that lack one or more of the characteristics of a voting interest entity. A controlling financial interest in a VIE is present when an enterprise has both the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and an obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE. The enterprise with a controlling financial interest, known as the primary beneficiary, consolidates the VIE. In consolidation, all significant intercompany accounts and transactions are eliminated. Investments in unconsolidated entities are accounted for using the equity method of accounting when the Company has the ability to exercise significant influence over operating and financing decisions. Investments that do not meet the criteria for equity method accounting are accounted for using the cost method of accounting. The accounting and reporting policies of the Company and its subsidiaries conform to GAAP and general practice within the banking industry. Certain reclassifications have been made to prior year amounts to conform to the current year presentation. The Company uses the accrual basis of accounting for financial reporting purposes. Certain amounts in the financial statements for prior years have been reclassified to conform to the current financial statement presentation. Reclassifications had no effect on prior year net income or stockholders' equity. The Company evaluated subsequent events for potential recognition through the date the consolidated financial statements were issued. Use of Estimates To prepare financial statements in conformity with GAAP management makes estimates and assumptions based on available information. These estimates and assumptions affect the amounts reported in the financial statements and the disclosures provided, and actual results could differ. Cash and Cash Equivalents For the purposes of reporting cash flows, cash and cash equivalents include cash on hand, amounts due from banks, other short-term investments and federal funds sold. All highly liquid investments with an initial maturity of less than 90 days are considered to be cash equivalents. Certain items, including loan and deposit transactions and FHLB advances and repayments, are presented net in the statement of cash flows. Debt Securities The Company determines the classification of debt securities at the time of purchase. Debt securities that management has the positive intent and ability to hold to maturity are classified as held to maturity and recorded at amortized cost. Trading securities are recorded at fair value with changes in fair value included in earnings. Debt securities not classified as held to maturity or trading are classified as available for sale and recorded at fair value, with unrealized gains and losses excluded from earnings and reported in other comprehensive income (loss), net of tax. Gains and losses on the sale of securities are recorded on the trade date and are determined using the specific-identification method. Amortization of premiums and discounts are recognized in interest income over the period to maturity using the interest method, except for premiums on callable debt securities, which are amortized to their earliest call date. The Company has made a policy election to exclude accrued interest from the amortized cost basis of debt securities and report accrued interest in other assets in the consolidated balance sheets. A debt security is placed on nonaccrual status at the time any principal or interest payments become more than 90 days delinquent or if full collection of interest or principal becomes uncertain. Accrued interest for a security placed on nonaccrual is reversed against interest income. There was no accrued interest related to debt securities reversed against interest income for the years ended December 31, 2025, 2024 and 2023. Allowance for Credit Losses – Available for Sale Securities For available for sale debt securities in an unrealized loss position, the Company evaluates the securities to determine whether the decline in the fair value below the amortized cost basis (impairment) is due to credit-related factors or noncredit-related factors. Any impairment that is not credit related is recognized in other comprehensive income, net of applicable taxes. Credit-related impairment is recognized as an allowance for credit losses (“ACL”) on the balance sheet, limited to the amount by which the amortized cost basis exceeds the fair value, with a corresponding adjustment to earnings. Both the ACL and the adjustment to net income may be reversed if conditions change. However, if the Company intends to sell an impaired available for sale debt security or more likely than not will be required to sell such a security before recovering its amortized cost basis, the entire impairment amount must be recognized in earnings with a corresponding adjustment to the security’s amortized cost basis. Because the security’s amortized cost basis is adjusted to fair value, there is no ACL in such a situation. In evaluating available for sale debt securities in unrealized loss positions for impairment and the criteria regarding its intent or requirement to sell such securities, the Company considers the extent to which fair value is less than amortized cost, whether the securities are issued by the federal government or its agencies, whether downgrades by bond rating agencies have occurred, and the results of reviews of the issuers’ financial condition, among other factors. Changes in the allowance for credit losses are recorded as provision for (or reversal of) credit loss expense. Losses are charged against the ACL when management believes the uncollectability of an available for sale debt security is confirmed or when either of the criteria regarding intent or requirement to sell is met. Accrued interest receivable is excluded from the estimate of credit losses. Allowance for Credit Losses – Held to Maturity Securities The allowance for credit losses on held to maturity securities is estimated on a collective basis by major security type. At December 31, 2025 and 2024, the Company’s held to maturity securities consisted of investments in the subordinated notes of collateralized loan obligation (“CLO”) funds. Expected credit losses for these securities are estimated using a discounted cash flow methodology which considers historical credit loss information that is adjusted for current conditions and reasonable and supportable forecasts. Ultimately, the realized cash flows on CLO securities such as these will be driven by a variety of factors, including credit performance of the underlying loan portfolio, adjustments to the portfolio by the asset manager, and the timing of a potential call. Accrued interest receivable is excluded from the estimate of credit losses. Equity Securities Equity securities with readily determinable fair values are recorded at fair value, with realized and unrealized gains and losses included in earnings. Equity securities without readily determinable fair values are recorded at cost less impairment, if any, plus or minus changes resulting from observable price changes in orderly transactions for identical or similar investments of the same issuer. Gains and losses on the sale of securities are recorded on the trade date and are determined using the specific-identification method. Loans Held for Sale The Company elects the fair value option for recording 1-4 family residential mortgage loans and commercial loans held for sale. The fair value of loans held for sale is determined based on outstanding commitments from investors to purchase such loans or prevailing market rates. Increases or decreases in the fair value of loans held for sale, if any, are charged to earnings and are recorded in noninterest income in the consolidated statements of income. Gains and losses on sales of loans are based on the difference between the final selling price and the carrying value of the related loan sold. Mortgage loans held for sale are generally sold with servicing rights released. Management occasionally transfers loans held for investment to loans held for sale. Gains or losses on the transfer of loans to loans held for sale are recorded in noninterest income in the consolidated statements of income unless such loans have experienced a decline in fair value due to credit quality concerns. For such transfers experiencing a decline in fair value due to credit quality, the Company first applies its charge-off policy which requires recognizing the confirmed loss via a charge-off against the allowance for credit losses which is measured as the excess of the loan's amortized cost basis over the loan's fair value. The charge-off is reflected as a write-down of the loan resulting in a new amortized cost basis. To the extent that the loan’s fair value loss has not already been provided for in the allowance for credit losses, an additional credit loss expense is made to provide sufficient allowance to absorb the charge-off. If the allowance for credit losses amount on the transferred loan at the transfer date to the held for sale category exceeds the amount of the charge-off, any remaining excess allowance for credit loss is reversed into earnings through credit loss expense. After the write-down is taken, the loans is transferred from held to investment to held for sale at its new amortized cost basis which approximates fair value. Loans Loans that management has the intent and ability to hold for the foreseeable future or until maturity or payoff are reported at their amortized cost basis, which is the unpaid principal balance outstanding, net of unearned income, deferred loan fees and costs, premiums and discounts associated with acquisition date fair value adjustments on acquired loans, and any direct principal charge-offs. The Company has made a policy election to exclude accrued interest from the amortized cost basis of loans and report accrued interest separately from the related loan balance in other assets on consolidated balance sheets. Interest income is accrued on the unpaid principal balance. Loan origination fees, net of certain direct origination costs, are deferred and recognized in interest income over the remaining life of the loan without anticipating prepayments. Loans are considered past due or delinquent when the contractual principal or interest due in accordance with the terms of the loan agreement or any portion thereof remains unpaid after the due date of the scheduled payment. Loans are classified as nonaccrual when, in the opinion of management, collection of principal or interest is doubtful. The accrual of interest income on loans is typically discontinued at the time the loan is 90 days delinquent unless the loan is well-secured and in process of collection, or if full collection of interest or principal becomes uncertain. Consumer loans are typically charged off no later than 120 days past due. All interest accrued but not received for a loan placed on nonaccrual is reversed against interest income. Interest received on such loans is accounted for on the cash-basis or cost recovery method, until qualifying for return to accrual. Under the cost-recovery method, interest income is not recognized until the loan balance is reduced to zero. Under the cash basis method, interest income is recorded when the payment is received in cash. Loans are returned to accrual status when all the principal and interest amounts contractually due are brought current and future payments are reasonably assured. Factored Receivables The Company accounts for factored receivables in accordance with ASC 310, Receivables. The Company purchases invoices from its factoring clients in schedules or batches. To a much lesser extent, the Company will also make short-term advances to its clients on transportation contracts for upcoming loads. Cash is advanced to the client to the extent of the applicable advance rate, less fees, as set forth in the individual factoring agreements. The face value of the invoices purchased or amount advanced is recorded by the Company as factored receivables, and the unadvanced portions of the invoices purchased, less fees, are considered client reserves. The client reserves are held to settle any payment disputes or collection shortfalls, may be used to pay clients’ obligations to various third parties as directed by the client, are periodically released to or withdrawn by clients, and are reported as deposits in the consolidated balance sheets. Unearned factoring fees and unearned net origination fees are deferred and recognized over the weighted average collection period for each client. Subsequent factoring fees are recognized in interest income as incurred by the client and deducted from the clients’ reserve balances. Other factoring-related fees, which include wire transfer fees, carrier payment fees, fuel advance fees, and other similar fees, are reported by the Company as non-interest income. Acquired Loans Acquired loans are recorded at fair value at the date of acquisition based on a discounted cash flow methodology that considers various factors including the type of loan and related collateral, classification status, fixed or variable interest rate, term of loan and whether or not the loan was amortizing, and a discount rate reflecting the Company’s assessment of risk inherent in the cash flow estimates. Certain larger purchased loans are individually evaluated while certain purchased loans are grouped together according to similar risk characteristics and are treated in the aggregate when applying various valuation techniques. These cash flow evaluations are inherently subjective as they require material estimates, all of which may be susceptible to significant change. Loans acquired in a business combination that have experienced more-than-insignificant deterioration in credit quality since origination are considered purchased credit deteriorated (“PCD”) loans. At the acquisition date, an estimate of expected credit losses is made for groups of PCD loans with similar risk characteristics and individual PCD loans without similar risk characteristics. This initial allowance for credit losses is allocated to individual PCD loans and added to the purchase price or acquisition date fair values to establish the initial amortized cost basis of the PCD loans. As the initial allowance for credit losses is added to the purchase price, there is no credit loss expense recognized upon acquisition of a PCD loan. Any difference between the unpaid principal balance of PCD loans and the amortized cost basis is considered to relate to noncredit factors and results in a discount or premium. Discounts and premiums are recognized through interest income on a level-yield method over the life of the loans. For acquired loans not deemed purchased credit deteriorated at acquisition, the differences between the initial fair value and the unpaid principal balance are recognized as interest income or expense on a level-yield basis over the lives of the related loans. At the acquisition date, an initial allowance for expected credit losses is estimated and recorded as credit loss expense. The subsequent measurement of expected credit losses for all acquired loans is the same as the subsequent measurement of expected credit losses for originated loans. Allowance for Credit Losses – Loans Under the current expected credit loss model, the allowance for credit losses on loans is a valuation allowance estimated at each balance sheet date in accordance with US GAAP that is deducted from the loans’ amortized cost basis to present the net amount expected to be collected on the loans. The Company estimates the ACL on loans based on the underlying assets’ amortized cost basis, which is the amount at which the financing receivable is originated or acquired, adjusted for applicable accretion or amortization of premium, discount, and net deferred fees or costs, collection of cash, and charge-offs. In the event that collection of principal becomes uncertain, the Company has policies in place to reverse accrued interest in a timely manner. Therefore, the Company has made a policy election to exclude accrued interest from the measurement of ACL. Expected credit losses are reflected in the allowance for credit losses through a charge to credit loss expense. When the Company deems all or a portion of a financial asset to be uncollectible the appropriate amount is written off and the ACL is reduced by the same amount. The Company applies judgment to determine when a financial asset is deemed uncollectible; however, generally speaking, an asset will be considered uncollectible no later than when all efforts at collection have been exhausted. Subsequent recoveries, if any, are credited to the ACL when received. The Company measures expected credit losses of financial assets on a collective (pool) basis, when the financial assets share similar risk characteristics. Depending on the nature of the pool of financial assets with similar risk characteristics, the Company uses a discounted cash flow (“DCF”) method or a loss-rate method to estimate expected credit losses. The Company’s methodologies for estimating the ACL consider available relevant information about the collectability of cash flows, including information about past events, current conditions, and reasonable and supportable forecasts. The methodologies apply historical loss information, adjusted for asset-specific characteristics, economic conditions at the measurement date, and forecasts about future economic conditions expected to exist through the contractual lives of the financial assets that are reasonable and supportable, to the identified pools of financial assets with similar risk characteristics for which the historical loss experience was observed. The Company’s methodologies revert back to historical loss information on a straight-line basis over eight quarters when it can no longer develop reasonable and supportable forecasts. The Company has identified the following pools of financial assets with similar risk characteristics for measuring expected credit losses: Commercial Real Estate — This category of loans consists of the following loan types: Non-farm Non-residential — This category includes real estate loans for a variety of commercial property types and purposes, including owner occupied commercial real estate loans primarily secured by commercial office or industrial buildings, warehouses or retail buildings where the owner of the building occupies the property. Repayment terms vary considerably, interest rates are fixed or variable, and are structured for full, partial, or no amortization of principal. This category also includes investment real estate loans that are primarily secured by office and industrial buildings, warehouses, small retail shopping centers and various special purpose properties. Generally, these types of loans are thought to involve a greater degree of credit risk than owner occupied commercial real estate as they are more sensitive to adverse economic conditions. Multi-family residential — Investment real estate loans are primarily secured by non-owner occupied apartment or multifamily residential buildings. Generally, these types of loans are thought to involve a greater degree of credit risk than owner occupied commercial real estate as they are more sensitive to adverse economic conditions. Construction, land development, land —This category of loans consists of loans to finance the ground up construction, improvement and/or carrying for sale after the completion of construction of owner occupied and non-owner occupied residential and commercial properties, and loans secured by raw or improved land. The repayment of construction loans is generally dependent upon the successful completion of the improvements by the builder for the end user, or sale of the property to a third-party. Repayment of land secured loans are dependent upon the successful development and sale of the property, the sale of the land as is, or the outside cash flow of the owners to support the retirement of the debt. 1-4 family residential — This category of loans includes both first and junior liens on residential real estate. Home equity revolving lines of credit and home equity term loans are included in this group of loans. Farmland — These loans are principally loans to purchase farmland. Commercial — Commercial loans are loans for commercial, corporate and business purposes. The Company’s commercial business loan portfolio is comprised of loans for a variety of purposes and across a variety of industries. These loans include general commercial and industrial loans, loans to purchase capital equipment, and other business loans for working capital and operational purposes. Commercial loans are generally secured by accounts receivable, inventory and other business assets. Agriculture — These are commercial loans made principally to finance agricultural operations. Equipment — Equipment finance loans are commercial loans primarily secured by new or used revenue producing, essential-use equipment from major manufacturers that is movable, may be used in more than one type of business, and generally has broad resale markets. Core markets include transportation, construction, and waste. Loan terms do not exceed the economic life of the equipment and typically are 60 months or less. Asset-based Lending — These loans are originated to borrowers to support general working capital needs. The asset-based loan structure involves advances of loan proceeds against a borrowing base which typically consists of accounts receivable, identified readily marketable inventory, or other collateral of the borrower. The maximum amount a customer may borrow at any time is fixed as a percentage of the borrowing base outstanding. Liquid Credit — Broadly syndicated leveraged loans collateralized by a variety of collateral types. Factored Receivables — The Company operates as a factor by purchasing accounts receivable from its clients, then collecting the receivable from the account debtor. The Company’s smaller factoring relationships are typically structured as “non-recourse” relationships (i.e., the Company retains the credit risk associated with the ability of the account debtor on a purchased invoice to ultimately make payment) and the Company’s larger factoring relationships are typically structured as “recourse” relationships (i.e., the Company’s client agrees to repurchase any invoices for which payment is not ultimately received from the account debtor). Advances initially made to the client to acquire the receivables are typically at a discount to the invoice value. The discount balance is held in client reserves, net of the Company’s compensation. The client reserves are held to settle any payment disputes or collection shortfalls, may be used to pay clients’ obligations to various third parties as directed by the client, are periodically released to or withdrawn by clients, and are reported as deposits. Consumer — Loans used for personal use, typically on an unsecured basis, and client overdrafts. Mortgage Warehouse — Mortgage Warehouse facilities are provided to unaffiliated mortgage origination companies and are collateralized by 1-4 family residential loans. The originator closes new mortgage loans with the intent to sell these loans to third-party investors for a profit. The Company provides funding to the mortgage companies for the period between the origination and their sale of the loan. The Company has a policy that requires that it separately validate that each residential mortgage loan was underwritten consistent with the underwriting requirements of the final investor or market standards prior to advancing funds. The Company is repaid with the proceeds received from sale of the mortgage loan to the final investor. Discounted Cash Flow Method The Company uses the discounted cash flow method to estimate expected credit losses for the commercial real estate, construction, land development, land, 1-4 family residential, commercial (excluding liquid credit), and consumer loan pools. For each of these loan segments, the Company generates cash flow projections at the instrument level wherein payment expectations are adjusted for estimated prepayment speed, curtailments, time to recovery, probability of default, and loss given default. The modeling of expected prepayment speeds, curtailment rates, and time to recovery tends to be less sensitive than other assumptions and such assumptions are based on historical internal data. The Company uses regression analysis of historical internal and peer data to determine suitable loss drivers to utilize when modeling lifetime probability of default and loss given default. This analysis also determines how expected probability of default and loss given default will react to forecasted levels of the loss drivers. For all loan pools utilizing the DCF method, management utilizes and forecasts national unemployment as a loss driver. Management also utilizes and forecasts either one-year percentage change in national retail sales, one-year percentage change in the national home price index, or one-year percentage change in national gross domestic product as a second loss driver depending on the nature of the underlying loan pool and how well that loss driver correlates to expected future losses. For all DCF models, management has determined that four quarters represents a reasonable and supportable forecast period and reverts back to a historical loss rate over eight quarters on a straight-line basis. Management leverages economic projections from a reputable and independent third-party to inform its loss driver forecasts over the four-quarter forecast period. Other internal and external indicators of economic forecasts are also considered by management when developing the forecast metrics. The combination of adjustments for credit expectations (default and loss) and timing expectations (prepayment, curtailment, and time to recovery) produces an expected cash flow stream at the instrument level. Instrument effective yield is calculated, net of the impacts of prepayment assumptions, and the instrument expected cash flows are then discounted at that effective yield to produce an instrument-level net present value of expected cash flows (“NPV”). An ACL is established for the difference between the instrument’s NPV and its amortized cost basis. Loss-Rate Method The Company uses a loss-rate method to estimate expected credit losses for the farmland, liquid credit, factored receivable, and mortgage warehouse loan pools. For each of these loan segments, the Company applies an expected loss ratio based on internal and peer historical losses adjusted as appropriate for qualitative factors. Qualitative loss factors are based on management's judgment of company, market, industry or business specific data, changes in underlying loan composition of specific portfolios, trends relating to credit quality, delinquency, non-performing and adversely rated loans, and reasonable and supportable forecasts of economic conditions. Individually Evaluated Loans and Collateral Dependent Financial Assets Loans that do not share risk characteristics with other pooled loans are evaluated for an ACL on an individual basis. For collateral dependent financial assets, the ACL is measured based on the difference between the fair value of the collateral plus other sources of repayment and the amortized cost basis of the asset as of the measurement date. When repayment is expected to be from the operation of the collateral, expected credit losses are calculated as the amount by which the amortized cost basis of the financial asset exceeds the present value of expected cash flows from the operation of the collateral. When repayment is expected to be from the sale of the collateral, expected credit losses are calculated as the amount by which the amortized costs basis of the financial asset exceeds the fair value of the underlying collateral less estimated cost to sell. The ACL may be zero if the fair value of the collateral at the measurement date exceeds the amortized cost basis of the financial asset. The Company’s estimate of the ACL reflects losses expected over the remaining contractual life of the assets. The contractual term does not consider extensions, renewals or modifications. Loan Commitments and Allowance for Credit Losses on Off-Balance Sheet Credit Exposures Financial instruments include off-balance sheet credit instruments, such as commitments to make loans, commitments to purchase broadly syndicated loans, and commercial letters of credit, issued to meet customer financing needs. The Company’s exposure to credit loss in the event of nonperformance by the other party to the financial instrument for off-balance sheet loan commitments is represented by the contractual amount of those instruments. Such financial instruments are recorded on the balance sheet when they are funded. The Company records an allowance for credit losses on off-balance sheet credit exposures, unless the commitments to extend credit are unconditionally cancellable, through a charge to credit loss expense in the Company’s consolidated statements of income. The ACL on off-balance sheet credit exposures is estimated by loan segment at each balance sheet date under the current expected credit loss model using the same methodologies as portfolio loans, taking into consideration the likelihood that funding will occur, and is included in other liabilities on the Company’s consolidated balance sheets. Federal Home Loan Bank (“FHLB”) Stock The Company is a member of the FHLB system. Members of the FHLB are required to own a certain amount of stock based on the level of borrowings and other factors, and may invest in additional amounts. FHLB stock is carried at cost, is restricted as to redemption, and periodically evaluated for impairment based on ultimate recovery of par value. Both cash and stock dividends are reported as income. Premises and Equipment Land is carried at cost. Depreciable assets are stated at cost less accumulated depreciation. Leasehold improvements are capitalized and depreciated using the straight-line method over the terms of the respective leases or the estimated useful lives of the improvements, whichever is shorter. Buildings and related components are generally depreciated using the straight-line method with useful lives ranging from five to forty years. Automobiles are depreciated using the straight-line method with five year useful lives, and the aircraft was depreciated using an accelerated method with a twenty year useful life. Furniture, fixtures and equipment are depreciated using the straight-line method with useful lives ranging from three to ten years. Leases The Company leases certain properties and equipment under operating leases. The Company recognizes a liability to make lease payments, the “lease liability,” and an asset representing the right to use the underlying asset during the lease term, the “right-of-use asset.” The lease liability is measured at the present value of the remaining lease payments, discounted at the Company’s incremental borrowing rate. The right-of-use asset is measured at the amount of the lease liability adjusted for the remaining balance of any lease incentives received, any cumulative prepaid or accrued rent if the lease payments are uneven throughout the lease term, any unamortized initial direct costs, and any impairment of the right-of-use-asset. Operating lease expense consists of a single lease cost calculated so that the remaining cost of the lease is allocated over the remaining lease term on a straight-line basis, variable lease payments not included in the lease liability, and any impairment of the right-of-use asset. Certain of the Company’s leases contain options to renew the lease; however, these renewal options are not included in the calculation of the lease liabilities as they are not reasonably certain to be exercised. The Company’s leases do not contain residual value guarantees or material variable lease payments. The Company does not have any material restrictions or covenants imposed by leases that would impact the Company’s ability to pay dividends or cause the Company to incur additional financial obligations. The Company has made an accounting policy election to not apply the recognition requirements to short-term leases. The Company has also elected to use the practical expedient to make an accounting policy election for property leases to include both lease and non-lease components as a single component and account for it as a lease. The Company’s leases are not complex; therefore there were no significant assumptions or judgments made as part of the determination of whether the contracts contained a lease, the allocation of consideration in the contracts between lease and non-lease components, and the determination of the discount rates for the leases. Foreclosed Assets Assets acquired through loan foreclosure are initially recorded at fair value less costs to sell, establishing a new cost basis. Any write-down in the carrying value of a property at the time of acquisition is charged-off to the allowance for loan and lease losses. After foreclosure, foreclosed assets are carried at the lower of the recorded investment in the asset or the fair value less costs to sell. If fair value declines subsequent to foreclosure, a valuation allowance is recorded through expense. Operating costs after acquisition are expensed. Foreclosed assets are included in other assets on the Company’s consolidated balance sheets. Goodwill Goodwill represents the excess of the cost of businesses acquired over the fair value of the net assets acquired. The Company evaluates goodwill for impairment on an annual basis or on an interim basis if an event occurs or circumstances change that would more likely than not reduce the fair value below its carrying amount. The Company’s annual goodwill impairment testing date is October 1st. The Company first assesses qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount as a basis for determining the need to perform the test for goodwill impairment (the qualitative method). If management elects not to use the qualitative method or if it determines, based on the qualitative method, that the fair value is more likely than not less than the carrying amount, the Company compares the estimated fair value of a reporting unit with its carrying amount, including goodwill. If the estimated fair value of a reporting unit exceeds its carrying amount, goodwill of the reporting unit is not considered to be impaired. If the carrying amount of a reporting unit exceeds its estimated fair value, the Company will record an impairment charge based on that difference. Our annual goodwill impairment tests did not identify any goodwill impairment for the years ended December 31, 2025, 2024 and 2023. Identifiable Intangible Assets Intangible assets are acquired assets that lack physical substance but can be distinguished from goodwill because of contractual or other legal rights or because the asset is capable of being sold or exchanged either on its own or in combination with a related contract, asset, or liability. The Company's intangible assets primarily relate to customer relationships and software. Intangible assets with definite useful lives are amortized on an accelerated basis over their estimated life. Intangible assets, premises and equipment and other long-lived assets are tested for impairment whenever events or changes in circumstances indicate the carrying amount of the assets may not be recoverable from future undiscounted cash flows. If impaired, the assets are recorded at fair value with a charge to amortization of intangible assets. Intangible assets with indefinite lives are not significant. Software Developed for Internal Use The Company capitalizes internal and external costs related to internal-use software during the application development stage, including consulting costs and compensation expenses related to employees who devote time to the development of the projects. Costs incurred in preliminary stages of development activities and post implementation activities are expensed in the period incurred. The Company also capitalizes costs related to specific upgrades and enhancements when it is probable the expenditures will result in additional functionality. Once the software is substantially complete and ready for its intended use, capitalization ceases and the asset is amortized straight line over its estimated useful life, which ranges between three and five years. Bank Owned Life Insurance The Company has purchased life insurance policies on certain key employees. The purchase of these life insurance policies allows the Company to use tax-advantaged rates of return. Bank-owned life insurance is recorded at the amount that can be realized under the insurance contract at the balance sheet date, which is the cash surrender value adjusted for other charges or other amounts due that are probable at settlement. Derivative Financial Instruments The Company records all derivatives on the balance sheet at fair value. The accounting for changes in the fair value of derivatives depends on the intended use of the derivative, whether the Company has elected to designate a derivative in a hedging relationship and apply hedge accounting and whether the hedging relationship has satisfied the criteria necessary to apply hedge accounting. Derivatives designated and qualifying as a hedge of the exposure to changes in the fair value of an asset, liability, or firm commitment attributable to a particular risk, such as interest rate risk, are considered fair value hedges. Derivatives designated and qualifying as a hedge of the exposure to variability in expected future cash flows, or other types of forecasted transactions, are considered cash flow hedges. Derivatives may also be designated as hedges of the foreign currency exposure of a net investment in a foreign operation. The Company did not have any derivatives at December 31, 2025 and 2024. Hedge accounting generally provides for the matching of the timing of gain or loss recognition on the hedging instrument with the recognition of the changes in the fair value of the hedged asset or liability that are attributable to the hedged risk in a fair value hedge or the earnings effect of the hedged forecasted transactions in a cash flow hedge. Unrealized gains or losses are reported as other comprehensive income or loss. To qualify for the use of hedge accounting, a derivative must be effective at inception and expected to be continuously effective in offsetting the risk being hedged. A statistical regression analysis is performed at inception and at each reporting period thereafter to evaluate hedge effectiveness. In accordance with the FASB’s fair value measurement guidance, the Company made an accounting policy election to measure the credit risk of its derivative financial instruments that are subject to master netting agreements on a net basis by counterparty portfolio. Income Taxes The Company files a consolidated tax return with its subsidiaries and is taxed as a C corporation. Deferred tax assets and liabilities are reflected at currently enacted income tax rates applicable to the period in which the deferred tax assets and liabilities are expected to be realized or settled. As changes in tax laws or rates are enacted, deferred tax assets and liabilities are adjusted through the provision for income taxes. Valuation allowances are established when necessary to reduce deferred tax assets to the amount expected to be realized. A tax position is recognized as a benefit only if it is “more likely than not” that the tax position would be sustained in a tax examination, with a tax examination being presumed to occur. The amount recognized is the largest amount of tax benefit that is greater than 50% likely of being realized on examination. For tax positions not meeting the “more likely than not” test, no tax benefit is recorded. The Company recognizes interest and penalties related to income tax matters in income tax expense. The Company has elected to account for taxes related to Global Intangible Low-Taxed Income (“GILTI”) as a period cost in the period incurred. Fair Values of Financial Instruments In general, fair values of financial instruments are based upon quoted market prices, where available. If such quoted market prices are not available, fair value is based upon internally developed models that may use, as inputs, observable market-based parameters. Valuation adjustments may be made to ensure that financial instruments are recorded at fair value. These adjustments may include amounts to reflect counterparty credit quality and/or the Company’s creditworthiness, among other things, as well as unobservable parameters. Any such valuation adjustments are applied consistently over time. Changes in assumptions or in market conditions could significantly affect these estimates. In the ordinary course of business, the Company generally does not sell or transfer non-impaired loans and deposits. As such, the disclosures that present the December 31, 2025 and 2024 estimated fair value for non-impaired loans and deposits are judgmental and may not represent amounts to be received if the Company were to sell or transfer such items. Revenue from Contracts with Customers See Note 22 – Revenue Recognition for information related to the Company's revenue recognition. 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. 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 from factoring services. The Payments segment includes the operations of TBK Bank's presentment, audit, and payment solution to Shipper, Broker, and Factor clients in the trucking industry. 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 Isometric Technologies Inc. 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 23 – Business Segment Information. Comprehensive Income (Loss) Comprehensive income (loss) consists of net income and other comprehensive income (loss). Other comprehensive income includes unrealized gains and losses on debt securities available for sale and cash flow hedges, net of taxes, which are also recognized as a separate component of equity. Loss Contingencies Loss contingencies, including claims and legal actions arising in the ordinary course of business, are recorded as liabilities when the likelihood of loss is probable and an amount or range of loss can be reasonably estimated. Transfers of Financial Assets Transfers of financial assets are accounted for as sales when control over the assets has been relinquished. Control over transferred assets is deemed to be relinquished when (i) the assets have been isolated from the Company, (ii) the transferee has the right (free of conditions that constrain it from taking advantage of that right) to pledge or exchange the transferred assets, and (iii) the Company does not maintain effective control over the transferred assets through either (a) an agreement that entitles and obligates the Company to repurchase or redeem them before their maturity or (b) the ability to unilaterally cause the transferee to return specific assets. Stock Based Compensation Compensation cost is recognized for stock based payment awards issued to employees and directors, based on the fair value of these awards at the date of grant. A Black-Scholes model is utilized to estimate the fair value of stock options, a Monte Carlo simulation is utilized to estimate the fair value of market based performance stock units, and the market price of the Company’s common stock at the date of grant is used for restricted stock awards, restricted stock units, and performance based performance stock units. Compensation cost is recognized over the required service period, generally defined as the vesting period. The Company recognizes forfeitures of nonvested awards as they occur. Earnings Per Common Share Basic earnings per common share is net income less dividends on preferred stock divided by the weighted average number of common shares outstanding during the period excluding nonvested restricted stock awards. Diluted earnings per common share includes the dilutive effect of additional potential common shares issuable under stock warrants, restricted stock, stock options, and preferred shares that are convertible to common shares. Advertising Costs Advertising costs are expensed as incurred. 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 23 – Business Segment Information for new disclosures required by ASU 2023-07. 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 fiscal years beginning after December 15, 2024 with early adoption permitted. The Company adopted ASU 2023-09 on a prospective basis effective December 31, 2025. Adoption of ASU 2023-09 did not have a material impact on the Company's consolidated financial statements. See Note 12 – Income Taxes for new disclosures required by ASU 2023-09. Newly Issued, But Not Yet Effective Accounting Standards 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 to the extent required by ASU 2024-03. In July 2025, the FASB issued Accounting Standards Update 2025-05, “Financial Instruments - Credit Losses (Topic 326), Measurement of Credit Losses for Accounts Receivable and Contract Assets" ("ASU 2025-05"). ASU 2025-05 provides the option to elect a practical expedient to assume that the current conditions as of the balance sheet date will remain unchanged for the remaining life of the asset when developing a reasonable and supportable forecast as part of estimating expected credit losses on these assets. ASU 2025-05 is effective for the Company for fiscal years beginning after December 15, 2025 and interim periods within those fiscal years. The Company does not expect adoption of ASU 2025-05 to have a material impact on its consolidated financial statements. In September 2025, the FASB issued Accounting Standards Update 2025-06, Intangibles - Goodwill and Other - Internal-Use Software (Subtopic 350-40), Targeted Improvements to the Accounting for Internal-Use Software" ("ASU 2025-06"). ASU 2025-06 clarified and modernizes the accounting for costs related to internal-use software. The amendments in ASU 2025-06 remove all references to project stages throughout Subtopic 350-40 and clarify the threshold entities apply to begin capitalizing costs. ASU 2025-06 is effective for the Company for fiscal years beginning after December 15, 2027 and interim periods within those fiscal years. The Company is currently evaluating the impact of adoption of ASU 2025-06 on its consolidated financial statements. In November 2025, the FASB issued Accounting Standards Update 2025-08, “Financial Instruments - Credit Losses (Topic 326), Purchased Loans" ("ASU 2025-08"). ASU 2025-08 expands the use of the gross-up approach in Accounting Standards Codification 326, "Credit Losses", to all purchased seasoned loans. ASU 2025-08 is effective for the Company for fiscal years beginning after December 15, 2026 and interim periods within those fiscal years. The Company is currently evaluating the impact of adoption of ASU 2025-08 on its consolidated financial statements. USPS Settlement At 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 were 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 were 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 an $11.5 million positive impact on pretax net income for the year ended December 31, 2025 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. Restructuring Activities In August 2025, the Company announced a reduction in force involving approximately 5% of the Company's workforce, as well as other cost saving initiatives including non-headcount related reductions in facilities, legacy technology, vendor spend, and travel. These actions are part of the Company’s initiatives to re-balance its cost structure in light of technology investments that have delivered significant efficiencies across the organization. These advancements have reduced the need for certain roles and prompted a reorganization of teams and responsibilities to better serve the Company’s transportation verticals. The Company believes these actions will strengthen its competitive position, enhance operational agility, and support sustainable long-term growth. During the year ended December 31, 2025, the Company recognized $3,202,000 of expense related to the reduction in force, which consisted primarily of one-time termination charges arising from severance obligations and other customary employee benefit payments made in connection with a reduction in force. These costs were included in salaries and benefits expense in the consolidated statements of income and for segment reporting, $522,000 of the expense was recognized by the Banking segment, $1,127,000 was recognized by the Factoring segment, $513,000 was recognized by the Payments segment, $210,000 was recognized by the Intelligence segment, and $830,000 was allocated to the corporate and other category. The Company also recognized $1,250,000 of expense during the year ended December 31, 2025 related to the cost saving initiatives, which consisted primarily of one-time contract amendment fees. These costs were included in professional fees in the consolidated statements of income and were allocated to the corporate and other category for segment reporting. All of the restructuring costs were incurred and paid during the year ended December 31, 2025.

Triumph Financial, Inc. 10-K