Bigbear AI Investor Presentation Deck

Non-GAAP Financial Measures The financial information and data contained in this presentation is unaudited. Some of the financial information and data contained in this presentation, such as Adjusted EBITDA, have not been prepared in accordance with United States generally accepted accounting principles ("GAAP"). To supplement our unaudited condensed consolidated financial statements, which are prepared and presented in accordance with GAAP in our Q1 2022 press release, we also report certain non-GAAP financial measures. A "non-GAAP financial measure" refers to a numerical measure of a company's historical or future financial performance, financial position, or cash flows that excludes (or includes) amounts that are included in (or excluded from) the most directly comparable measure calculated and presented in accordance with GAAP in such company's financial statements. The presentation of these financial measures is not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP and should not be considered measures of BigBear.ai's liquidity. Investors are cautioned that there are material limitations associated with the use of non-GAAP financial measures as an analytical tool. In particular, many of the adjustments to our GAAP financial measures reflect the exclusion of certain items, as defined in our non-GAAP definitions below, which are recurring and will be reflected in our financial results for the foreseeable future. In addition, these measures may be different from non-GAAP financial measures used by other companies, even where similarly titled, limiting their usefulness for comparison purposes and therefore should not be used to compare BigBear.ai's performance to that of other companies. We endeavor to compensate for the limitation of the non-GAAP financial measures presented by also providing the most directly comparable GAAP measures and descriptions of the reconciling items and adjustments to derive the non-GAAP financial measures. We believe these non-GAAP financial measures provide investors and analysts with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key measures used by management to operate and analyze our business over different periods of time Adjusted EBITDA is defined as of any date of calculation, the consolidated pro forma earnings of the Company and its subsidiaries, before finance income and finance cost (including bank charges), tax, depreciation and amortization calculated from the audited consolidated financial statements of such party and its subsidiaries (prepared in accordance with GAAP), transaction fees and other non-recurring costs. Similar excluded expenses may be incurred in future periods when calculating these measures. BigBear.ai believes these non-GAAP measures of financial results provide useful information to management and investors regarding certain financial and business trends relating to the Company's financial condition and results of operations. BigBear.ai believes that the use of these non-GAAP financial measures provides an additional tool for investors to use in evaluating projected operating results and trends and in comparing BigBear.ai's financial measures with other similar companies, many of which present similar non-GAAP financial measures to investors. Non-GAAP financial performance measures are used to supplement the financial information presented on a GAAP basis. This non-GAAP financial measure should not be considered in isolation or as a substitute for the relevant GAAP measures and should be read in conjunction with information presented on a GAAP basis. Because not all companies use identical calculations, our presentation of non-GAAP measures may not be comparable to other similarly titled measures of other companies. Management does not consider these non-GAAP measures in isolation or as an alternative to financial measures determined in accordance with GAAP. The principal limitation of these non-GAAP financial measures is that they exclude significant expenses and income that are required by GAAP to be recorded in the Company's financial statements. In addition, they are subject to inherent limitations as they reflect the exercise of judgment by management about which expense and income items are excluded or included in determining these non-GAAP financial measures. Management uses EBITDA and adjusted EBITDA as a non-GAAP performance measure which is defined in the accompanying tables and is reconciled to earnings (loss) before taxes. We present reconciliations of these non-GAAP financial measures to the most directly comparable GAAP measure in the tables in our Q1 2022 press release. BIGBEAR.AI 19

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