Abstract

BigBear.ai Holdings will report quarterly results Post Market on March 2, 2026, with consensus pointing to a softer top line and a negative earnings swing; this preview distills last quarter’s performance, the current quarter’s projections, segment dynamics, and prevailing institutional views.

Market Forecast

Consensus compiled from the company’s latest guidance framework suggests BigBear.ai Holdings’ current-quarter revenue is estimated at 33.31 million, a 38.86% year-over-year decrease, with projected adjusted EPS of -0.06 (down 33.33% year-over-year) and EBIT of -21.06 million (down 180.30% year-over-year); gross profit margin and net profit margin were not guided for the quarter. The main business highlights center on execution within the existing contract mix and near-term commercialization of newly acquired capabilities; the outlook emphasizes disciplined delivery against backlog and stabilization of gross margin off the prior quarter’s baseline. The most promising segment by scale remains Time and Materials, which generated 17.88 million last quarter, while total revenue declined 20.15% year-over-year, setting the comparative context for near-term growth targets.

Last Quarter Review

BigBear.ai Holdings posted revenue of 33.14 million, a gross profit margin of 22.41%, GAAP net profit attributable to the parent company of 2.52 million, a net profit margin of 7.61%, and adjusted EPS of 0.01, up 120.00% year-over-year. Despite a negative EBIT of 21.86 million, the company achieved a positive adjusted EPS, reflecting mix effects and non-operating items that supported the bottom line. Main business highlights: Time and Materials contributed 17.88 million, Fixed Price contracts delivered 10.42 million, and Reimbursable Expenses added 4.84 million, while total revenue fell 20.15% year-over-year.

Current Quarter Outlook

Core Contract Portfolio and Delivery Mix

The core driver this quarter remains disciplined execution across the contract portfolio spanning Time and Materials, Fixed Price, and Reimbursable arrangements. With Time and Materials representing the largest contribution at 17.88 million last quarter, maintaining service utilization, delivery quality, and milestone adherence is crucial to stabilizing revenue under a materially lower year-over-year baseline. Fixed Price engagements are likely to influence gross margin variability depending on scope changes and customer acceptance timing; these projects can lift margins if delivery risks are contained but may compress margins if additional efforts are required without commensurate change orders. Reimbursable structures provide predictable cash collection aligned to incurred costs but are typically lower-margin by design, emphasizing cost control to preserve the prior quarter’s 22.41% gross margin baseline. Against a forecast revenue of 33.31 million and a projected EPS of -0.06, financial performance will hinge on operating leverage within the contract mix and the cadence of task completions across higher-margin scopes.

Emerging Solutions in Port Operations and Cargo Inspection

The most promising business opportunity in the near term lies in applying BigBear.ai Holdings’ solutions to port operations and cargo inspection workflows, supported by recent corporate actions. On January 22, 2026, the company acquired certain technologies from CargoSeer, expanding capabilities in non-intrusive shipment inspection aimed at accelerating threat detection and improving customs throughput. On January 28, 2026, it announced a partnership with Maqta Technologies to develop AI systems for global port operators, opening channels for solution deployment beyond current customer cohorts. While immediate revenue recognition from these initiatives may be modest due to standard contracting and integration timelines, the opportunity set aligns well with the company’s delivery skill set and analytics tools, creating potential to cross-sell services into existing accounts and convert pilot deployments into scaled implementations. Near-term upside depends on accelerating proof-of-value cycles and winning production contracts that enhance margin mix; success in this domain would be reflected in a stronger Time and Materials run rate and potentially higher-margin Fixed Price scopes, improving the earnings trajectory from the current forecast of EBIT -21.06 million.

Earnings Quality and Stock Price Drivers

Investors are watching earnings quality—particularly the conversion of revenue into gross margin and net income—after last quarter’s profile of 22.41% gross margin, 7.61% net margin, and a positive adjusted EPS against an operating loss. The forecast points to an adjusted EPS of -0.06 and a significantly deeper year-over-year EBIT decline of 180.30%, setting expectations that operating leverage may be challenged this quarter unless delivery efficiency and cost containment drive margin preservation. The balance between higher-margin project phases and lower-margin reimbursable work will influence whether the company can offset the revenue contraction of 38.86% year-over-year. Additionally, booking cycles and backlog conversion speed are likely to affect sentiment; timely conversion of signed opportunities and milestones will be necessary to stabilize revenue at approximately 33.31 million while limiting downside to EPS. Any signals on repeat engagements within the Time and Materials portfolio and clarity on when the port-focused initiatives move into revenue-generating phases will be among the primary catalysts for the stock’s reaction around the print.

Analyst Opinions

The prevailing institutional view tilts cautious-to-bearish based on observed rating actions during the period, yielding a bearish majority relative to bullish calls. On January 7, 2026, Cantor Fitzgerald downgraded BigBear.ai Holdings to Neutral from Overweight and reduced its price target to $6, citing a more conservative stance on near-term earnings and visibility as revenue declines reshape operating leverage. The downgrade aligns with projections that current-quarter revenue could decrease by 38.86% year-over-year and adjusted EPS may swing to -0.06, sharpening attention on cost discipline and the timing of new project ramp-ups to support margin stability. From an analytical standpoint, the cautious view emphasizes three areas: the depth of the EBIT contraction relative to last year’s baseline, the reliance on project timing and customer acceptance to sustain gross margins off the 22.41% level, and uncertainty about how quickly recently acquired and partnered solutions will contribute measurable revenue. In aggregate, the bearish majority indicates that institutions are awaiting evidence of more durable operating leverage—such as stronger mix effects from Fixed Price contracts and faster-than-expected monetization of port and cargo solutions—before turning more constructive on near-term earnings power.