Earnings

BigBear.ai CEO Says Company Needn't Finance Data Centers, Calls Its Model 'Less Capital Intensive'

Kevin McAleenan pitched the AI software maker as an applications player as investors scrutinize the cost of the infrastructure build.

Matteo Parrino Jonathan Ponciano

Matteo Parrino, Jonathan Ponciano

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BigBear.ai CEO Says Company Needn't Finance Data Centers, Calls Its Model 'Less Capital Intensive'

BigBear.ai, which sells AI software and services to defense, intelligence and travel-and-trade customers, told investors it can grow without paying for the AI infrastructure build. "We do not need to finance data center buildouts or the development of general purpose foundation models to participate in the growth of AI," CEO Kevin McAleenan said on the company's third-quarter earnings call Tuesday.

Layers four and five of the AI stack

McAleenan described the AI value chain as five layers: chips and hardware, compute infrastructure, foundation models, tools and enterprise platforms, and applications. BigBear.ai, he said, "operates primarily across the last layers, four and five."

He said markets are focused on the capital intensity, leverage and financing risk of the infrastructure build, and argued BigBear.ai's economics are different. The company benefits from AI innovation, he said, through "a much more targeted and less capital intensive model."

Its platform is model agnostic, McAleenan said, so it can fold in third-party model advances without relying on one provider. He added that the company does not simply integrate AI built by others: it develops its own specialized capabilities, which he called "where we intend to differentiate."

Quarter, guidance and cash

Third-quarter revenue was $43.6 million, up 31% from a year earlier, CFO Sean Ricker said, driven substantially by the generative AI platform acquired as Ask Sage in December 2025. Gross margin rose to 31.2%, up 878 basis points. A $76.7 million non-cash goodwill impairment was the main driver of a net loss of $91.9 million.

The company raised full-year 2026 revenue guidance to $150 million to $165 million, which McAleenan called the first raise of its revenue outlook. The midpoint would mean 23% growth over 2025. Backlog ended the quarter at $330 million, up 22% from the prior quarter.

McAleenan said the company entered the fourth quarter with almost $400 million in cash and investments, and has announced more than 25 new contracts worth more than $225 million since the second quarter.

Defense budget and M&A hunt

McAleenan cited the 2027 U.S. defense budget's combined AI and autonomy request of $112 billion among the trends he expects to help the business. He named delivering revenue growth and hunting for acquisition targets as his top two priorities for the rest of the year.

A garbled passage of the transcript carries a line, apparently from the finance side, about starting 2027 debt-free with "maximum flexibility to be opportunistic."

The company's market value was about $1.0 billion in Tuesday's report.

The next call will cover full-year 2026 results and the company's path to growth in 2027, McAleenan said.

Sources

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