Could BigBear.ai Become the Next Lumen Technologies?

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Lumen Technologies was one of the greatest comeback stories of 2024. The struggling telecom company's stock had dropped below $1 this June as investors fretted over the slow death of its business wireline segment. But it skyrocketed back to about $6 over the past four months as it secured several major AI deals.

Microsoft mainly saved Lumen, which awarded it an artificial intelligence (AI) connectivity contract to upgrade Azure's cloud infrastructure. By early August, Lumen said it had secured $5 billion in new business related to the AI connectivity market and was in "active discussions" to "secure another $7 billion in sales opportunities."

It expects the initial payments from those contracts to boost its free cash flow (FCF) to a positive range of $1 billion to $1.2 billion in 2024.

A visualization of networking connections across a city.
Image source: Getty Images.

That cash infusion pulled Lumen back from the brink of bankruptcy, but it's still unclear if it can generate enough revenue from its AI-related contracts fast enough to offset the secular decline of its non-AI business wireline market. Although it's still to be determined whether Lumen's turnaround is long-term, the near-term change is undoubtedly something for companies in a similar position to aspire to.

So, instead of wondering if Lumen can pull off its AI-driven recovery, investors might want to look for other fallen tech stocks that the secular growth of the AI market might save. Could one of those stocks be BigBear.ai (NYSE: BBAI), the enterprise AI software company that went public by merging with a special purpose acquisition company (SPAC) in 2021?

What does BigBear.ai do?

BigBear.ai develops data mining and analytics tools that aggregate data from disparate sources to help its clients make faster and more informed decisions. It differentiates itself from other data-mining platforms in two ways: It provides its services as smaller modules that can be plugged into a client's existing software infrastructure, and it mainly runs its services on edge networks instead of core networks.

Those niche strategies sounded promising, and the company seemed well-positioned to profit from the secular growth of the edge networking, analytics, and AI markets. But like many other SPAC-backed AI start-ups, BigBear.ai set some unrealistic growth targets during its pre-merger presentation and missed those estimates by a mile.

Metric

2021

2022

2023

Revenue (forecast)

$182 million

$277 million

$388 million

Revenue (actual)

$146 million

$155 million

$155 million

Gross margin (forecast)

40%

43%

50%

Gross margin (actual)

23%

28%

26%

Data source: BigBear.ai.