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BigBear.ai Holdings helps defense and intelligence customers turn data from complex operations into information they can use to make decisions. It combines software with customer-specific development and technical staff. U.S. federal contracts supply most of its revenue, both directly and through other government contractors. Most revenue comes from work billed for staff time and materials, with fixed-price projects contributing a smaller share.
Its ConductorOS platform coordinates devices, sensors and AI models so military customers can analyze data where operations take place, including without a network connection. Ask Sage lets defense and intelligence customers use generative AI with sensitive government data. The company also serves travel, trade and selected commercial customers: its identity-verification software supports security checks, while CargoSeer analyzes cargo scans and shipment data to help customs authorities identify shipments needing inspection.
The business depends heavily on a small group of customers continuing and expanding their spending, and on federal funding and contract awards. Customers generally need not renew and can terminate contracts for convenience; government budget delays can hold up work. Classified assignments require cleared staff and, where applicable, cleared facilities. U.S. export controls also restrict overseas sales and foreign access to controlled software and technology.
The risk section is the longest, dullest part of the filing. This keeps only what can really hurt you: where it hits, how hard, when it plays out.
Every company claims an edge. Each one is checked against hard numbers like margins and returns: which hold, and which line gives way first.
Airship AI Holdings, Inc. competes with BigBear.ai to supply defense, intelligence and other federal security customers with software that analyzes data where it is collected, runs AI models and displays results. Watch its expansion across Homeland Security and Justice agencies: Airship expected federal customers to provide most of its 2026 revenue.
C3.ai competes with BigBear.ai for defense agencies and enterprise customers buying AI applications and services to put them into use. Their overlap is in software that predicts outcomes from data and provides generative AI.
Palladyne AI Corp. shares BigBear.ai’s exposure to defense spending on AI that works on devices in the field and on autonomous systems: BigBear.ai coordinates tactical devices and AI models, while Palladyne develops autonomy software and drone solutions for defense customers. Watch Palladyne’s business with U.S. defense prime contractors and the U.S. government for demand in this market.
Aware competes with BigBear.ai for government agencies and businesses buying software that verifies people’s identities using biometrics. Aware’s remote enrollment and authentication business is worth watching as BigBear.ai expands identity verification beyond national security.
Gorilla Technology Group Inc. competes with BigBear.ai in security systems that analyze data locally and use computer vision for government agencies and transport infrastructure. Watch Gorilla’s airport and seaport deployments for demand in settings where BigBear.ai offers identity verification and cargo inspection software.
BigBear.ai Holdings, Inc. earningsThis company
BigBear.ai’s report will show whether its government-contract business can steady revenue and control delivery costs after lower Army-program volume.
Read revenue alongside cost of revenue, the direct cost of delivering the work: is revenue stabilizing, and is that cost taking a smaller share of revenue? Stabilizing revenue with a falling cost share would show that contract work is holding up and BigBear.ai is delivering it more efficiently. Weaker revenue or a rising cost share would show that program timing and delivery costs still weigh on the business.
Palladyne AI Corp. earningsPDYN
Palladyne AI’s report will show whether defense contractors and the U.S. government are increasing spending on field autonomy, a demand signal for the government AI market BigBear.ai serves.
Look for whether Palladyne’s business with U.S. defense prime contractors and government customers is growing, and whether that growth is translating into revenue. If both strengthen, buyers are turning demand for defense AI into supplier business—a supportive market signal for BigBear.ai’s government work. If that business weakens, demand may not extend across different products and suppliers, so it would not establish that BigBear.ai is growing too.
Airship AI Holdings, Inc. earningsAISP
Airship AI’s report will show whether its expansion at agencies such as Homeland Security and Justice is bringing in business, revealing both federal demand and competition for BigBear.ai.
Look for whether Airship’s expansion at federal agencies is turning into contract work and revenue. Growth would show federal customers are buying this kind of security data-analysis and AI software, while also signaling stronger demand and competition for BigBear.ai’s government business. If expansion does not translate into revenue, procurement is still reaching suppliers only to a limited extent; it is not evidence of more BigBear.ai orders.
Gorilla Technology Group Inc. earningsGRRR
Gorilla Technology’s report will show whether airports and seaports are buying more on-site data-analysis security systems, a demand signal for BigBear.ai’s cargo-inspection and trade-risk work.
Look for whether Gorilla’s airport and seaport deployments are increasing and whether they are bringing in business. More deployments and revenue would show transport hubs are investing in on-site data-analysis security, supporting the market setting for BigBear.ai’s cargo-inspection work at ports. Weaker deployment or revenue would point to limited spending in these settings, but would not show that BigBear.ai’s own products are weakening.
