Feed / BBAI

BigBear.ai Holdings, Inc.

BBAI

Technology · 2.87 +1.8% today

Isolated · not yet confirmedMarket checked 11 Sept, 15:05 GMT-4

Market read

BigBear.ai Holdings, Inc.'s current read is isolated; its market group is not confirming.

No new filing conclusion is available. 0 of 11 group members are active now; 0 filing-linked outsiders are moving with the group, and 0 of 3 directly disclosed connections are confirming.

Company+1.8% todayVolume comparison unavailable
Market group0 of 11 activeAutonomous Technology & Services · unavailable
Disclosed network0 of 3 confirmingNo filing-linked name is confirming now
What would change this read
  • BBAI's market-adjusted activity becomes unusual and at least one connected name confirms.

Invalidation: The isolated read changes if BBAI's group or a disclosed connection begins moving with it.

Watch this read

Research brief

The story so far

Technology · Information Technology Services

No new filing conclusion is available. 0 of 11 group members are active now; 0 filing-linked outsiders are moving with the group, and 0 of 3 directly disclosed connections are confirming.

Evidence that supports

No thresholded supportive filing evidence is available yet.

Evidence that challenges

No thresholded adverse filing evidence is available yet.

What would clarify the read
  • BBAI's market-adjusted activity becomes unusual and at least one connected name confirms.

Company research

Understand the business, not just the ticker

As of Sep 11, 2026
Business model and earnings drivers

Use the company’s filings to identify the few operating, demand, cost, capital and regulatory variables that determine its earnings power.

Key research questions
  • Which operating variable is changing?
  • Is that change durable, cyclical or one-off?
  • What evidence would disprove the current interpretation?
Annual periods6
Price observations319
Usable filing statements114
Verified relationships3
Evidence supporting the case
  • Product pipeline and R&D has repeated favorable evidence across 4 filings.
Evidence challenging the case
  • Latest annual revenue changed -19.3% year over year.
  • Operating margin changed -83.2 percentage points in the latest annual period.
  • Net margin changed -43.4 percentage points in the latest annual period.
  • Credit and interest rates has repeated adverse evidence across 4 filings.
  • Restructuring and cost reductions has repeated adverse evidence across 3 filings.
Questions before a position
  • EV/sales is 518% above the available filing-peer median; determine whether growth and quality justify the difference.
Longer-term price context

Price as of Sep 10, 2026

2.82
6m-28.8%12m-45.0%24m
Annual trajectory

Reported annual revenue and per-share history. This is accounting history, not a forecast.

PeriodRevenueYoYDiluted EPSShare change
2021-12-31$145.6M+97.7%$-1.15
2022-12-31$155.0M+6.5%$-0.87+19.3%
2023-12-31$155.2M+0.1%$-0.47+16.9%
2024-12-31$158.2M+2.0%$-1.27
2025-12-31$127.7M-19.3%$-0.82

What management says matters

Persistent and emerging business drivers

Credit and interest ratesnegative · 4 filings
The change in interest expense during the three months ended March 31, 2026 as compared to the three months ended March 31, 2025 is primarily due to a lower average principal balance on the 2029 Convertible Notes due to the conversion of the remaining balance…
10-Q · May 5, 2026
Product pipeline and R&Dpositive · 4 filings
The increase in research and development expenses was driven by fewer projects qualifying for software capitalization compared to the three months ended March 31, 2025.
10-Q · May 5, 2026
Restructuring and cost reductionsnegative · 3 filings
As a result of the long-lived assets impairment, the carrying amount of the Company’s asset group was reduced to it’s fair value.
10-K · Mar 2, 2026

Valuation discipline

Descriptive valuation snapshot

Price/sales 7.9× · EV/sales 8.0×. Comparisons use only industry-matched filing peers.

Scenario scaffold

Mechanical 2.0-year scenarios are available as editable assumptions, not consensus.

Price action

How the market is pricing the story

2.87+1.8% today

Jodie does not have enough daily observations to draw a useful short-term chart for this asset. The latest quoted price was checked 11 Sept, 15:05 GMT-4; this is a coverage limitation, not a flat-price conclusion.

Developments

No sourced recent-development timeline yet

Jodie has not returned a relevant primary source or news item for BBAI. This is an evidence-coverage gap, not a conclusion that nothing material happened.

Business and financial condition

Reported financial figures are not available yet

Jodie has not returned structured SEC XBRL fundamentals for this asset. This is a coverage limitation, not an assessment of the business or its financial health.

Filing analysis

No comparable filing assessment is available yet

Jodie has not yet found a suitable current-versus-prior filing comparison for BBAI. This does not mean the latest filing was neutral or immaterial.

Business ecosystem

The relationships behind BBAI

Customers, suppliers, partners and competitors named in company filings—not inferred from headlines.

Depends on

AMZNAmazon.com, Inc.supplierMar 2, 2026

We depend on computing infrastructure operated by Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, and other third parties and data centers to support some of our customers, and any errors, disruption, performance problems, or failure…

MSFTMicrosoft CorporationsupplierMar 2, 2026

We depend on computing infrastructure operated by Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, and other third parties and data centers to support some of our customers, and any errors, disruption, performance problems, or failure…

JYNTFiling-linked namepartnerMar 2, 2026

Joint ventures, channel sales relationships, platform partnerships, strategic alliances, or subcontracting opportunities may have a material adverse effect on our business, results of operations and prospects.

Filing peers

Companies whose filings use similar operating language.

Open the three relationships above to see Jodie’s filing proof. Pro unlocks every receipt, and alerts when connected names begin moving. Unlock the full network →

What is moving around it

Live connections

BBAI is currently a Follower in the organic co-movement group Autonomous Technology & Services. This group is discovered from market behaviour rather than assigned from an industry taxonomy. 3 filing-linked names are in the relationship map; none is currently confirmed as moving with the group.

This group is retained as the last observed read for BBAI; it is not active in the latest market snapshot.

Context history

Theme membership history

No durable theme membership has been observed for this name yet.