Folks, Big Bear AI operates in one of the most consequential corners of the artificial intelligence industry — mission-critical decision intelligence for the U.S. military, national security agencies, border operations, and critical infrastructure.
While the broader AI market draws attention elsewhere, Big Bear is powering the systems that help battlefield commanders move troops, help customs officers identify threats in under 30 seconds, and help the military ensure it has the right resources in the right place at the right time. | | | How the Technology Actually Works
Big Bear AI's platform is built around three core operational modules:
1. Observe — The data ingestion layer. Big Bear's systems pull in massive, chaotic streams of information including sensor data, satellite feeds, biometric scans, supply chain signals, and surveillance data. The Observe layer cleans, structures, and converts raw noise into actionable signal at machine speed. 2. Orient — The pattern recognition and analysis layer. Once data is structured, the AI identifies threats, anomalies, trends, and predictions. Tasks that once took human analysts hours or days — flagging unusual troop movement, verifying traveler identities, or identifying supply chain irregularities — are processed in seconds. 3. Dominate — The decision support layer. Outputs aren't passive dashboards. A battlefield commander receives a direct recommendation. A customs officer receives a risk score. A logistics team receives a resource gap alert. The principle: whoever has better information, faster, wins.
The Anchor Contract and the Biometric Play
Big Bear's most significant contract is with the U.S. Army's Global Force Information Management System (GFIM) — the AI backbone tracking whether the U.S. military has the right soldiers, equipment, and resources for every active and planned mission. Hundreds of thousands of personnel and billions of dollars of equipment are tracked, accounted for, and repositioned in real time through this system.
In 2024, Big Bear made a strategic acquisition of Pangium, which brought with it a product called VeriScan — one of the most sophisticated biometric identity verification platforms currently deployed in real-world government environments.
VeriScan is already active at:
- JFK's Terminal 4 and Terminal 8
- LAX's Tom Bradley International Terminal
- Multiple ports and sea entry points across the U.S. and Canada
The technology captures a live facial image, cross-references it against government records through CBP's travel verification service, and either verifies the individual or flags them for secondary screening — all in real time, without requiring a passport or boarding pass. | | | Leadership With Direct Government Access
In January 2025, Big Bear AI brought in Kevin McCallanin as its new CEO. McCallanin is not a typical tech executive.
His background includes:
- Acting Secretary of Homeland Security under the first Trump administration in 2019
- Commissioner of U.S. Customs and Border Protection — the first career civil servant ever confirmed in that role
- Oversight of more than 240,000 employees spanning CBP, TSA, the Secret Service, the Coast Guard, and CISA
With the Trump administration in office and laser-focused on border enforcement and defense spending, Big Bear now has a CEO with direct relationships at the highest levels of government contracting — not cold outreach to procurement officers, but established ties to the decision makers who control the budget.
McCallanin previously oversaw how that money flows because he used to control it.
Understanding the Revenue Dip
Full year 2025 revenue came in at $127.7 million, down nearly 20% from $158 million the prior year. Q4 alone was down 38% year-over-year. The headline numbers drew significant short-seller attention, but the cause of the decline matters more than the decline itself.
The drop was almost entirely structural:
- The U.S. Army — Big Bear's largest customer — spent 2025 modernizing its underlying IT infrastructure before expanding AI deployment
- Contracts were paused and repackaged, not canceled
- Government contract revenue is historically lumpy, tied to budget cycles and procurement timelines
- The modernization pause is now over, and revenue conversion from existing backlog is expected to accelerate through 2026
| | | Key Catalysts on the Horizon
Several near-term and medium-term catalysts are worth monitoring:
✔️ Border security spending — The current administration's focus on border enforcement puts Big Bear's VeriScan biometrics and surveillance AI directly in line for increased budget allocation ✔️ Army contract recovery — GFIM and related programs are expected to resume at full volume as infrastructure upgrades complete ✔️ AskSage expansion — Big Bear's 2025 acquisition of AskSage, a secure AI platform for government environments, brings 100,000 government users and 16,000 government teams into the fold, with an edge offering that operates without cloud connectivity — a critical differentiator in classified defense environments where standard generative AI platforms cannot fully reach ✔️ Cargo acquisition — Also acquired in 2025, Cargo targets the cargo and logistics intelligence market with expansion targets already being identified across Latin America, MENA, and the U.S. — a new revenue vertical that didn't exist a year ago ✔️ International growth — The company's Abu Dhabi office is open and targeting the UAE's $1.4 trillion AI investment framework, with additional contracts being pursued in Central America and the Gulf region ✔️ Path to EBITDA positivity — The company is currently running negative adjusted EBITDA, but as revenue recovers and acquisitions integrate, profitability becomes increasingly achievable — a milestone that would attract institutional capital currently restricted from unprofitable small caps
Big Bear AI sits at the convergence of two of the hottest government spending categories right now: artificial intelligence and national security.
The company has posted record cash, cut debt, completed two strategic acquisitions opening new revenue verticals, and expanded internationally — all while navigating a temporary contract pause at its primary customer.
As with any small-cap stock, volatility and risk remain real considerations. But the underlying thesis is one that merits serious attention.
Anyways...
That's all for now!
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