Value
3.0/10data confidence 20%| Component | Sub-score |
|---|---|
| P/S | 3.0 |
- ▸Expensive valuation
BBAI · Why this verdict
Why BigBear.ai (BBAI) is rated SELL
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
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VerdictSELL
Overall score3.7/10
ConfidenceHIGH
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
The business burns free cash flow equal to 47% of revenue with no competitive moat, is trapped in a confirmed downtrend with a moving average declining at -6% per month, and concentrates more than 51% of revenue in a single customer cluster; absent a meaningful improvement in business quality and price momentum, the risk profile does not support holding a position.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
The business burns free cash flow at a rate equal to 47% of revenue, earns no return on assets or equity, scores a Piotroski financial strength of 2 out of 9, and has no competitive moat—a combination that places it well below the minimum quality standard for a sustainable investment. Quality breakdown | Free cash flow improves to less than -20% of revenue and the Piotroski score rises above 5 over the next 12 months. | →Stable |
| CounterThe current ratio of 6.9 signals ample near-term liquidity, and the company may be in an early investment phase where cash consumption normalizes as contracts scale; insider activity is currently neutral with no recent selling. | ||
A single customer or small cluster accounts for more than 51% of total revenues, creating significant revenue fragility if any key relationship is lost or repriced. Bear case | Customer concentration falls below 40% of revenues as the company adds new clients, as disclosed in the next annual filing. | ↓Deteriorating |
| CounterDeep integration with a small number of large enterprise or government clients can reflect high switching costs that reduce actual churn risk despite the apparent concentration. | ||
The stock trades below its 200-day moving average, which itself is declining at -6% per month—a configuration consistent with a sustained downtrend rather than a brief consolidation. Momentum breakdown | Price recovers above the 200-day moving average and the average's monthly slope exceeds 0% for at least 30 consecutive days within the next 12 months. | ↓Deteriorating |
| CounterOn-balance volume has been rising, suggesting institutional accumulation beneath the surface that could precede a price recovery before the moving average confirms reversal. | ||
With 27% of the float sold short and implied volatility at 92%, the market is pricing in a high probability of further deterioration, creating an asymmetrically dangerous risk profile for existing holders. Risk breakdown | Short interest falls below 15% of float over the next 12 months as business quality and momentum improve. | ↓Deteriorating |
| CounterElevated short interest can fuel a sharp rally if the company announces a positive contract win or earnings surprise, creating a significant binary upside event for patient holders. | ||
The business burns free cash flow at a rate equal to 47% of revenue, earns no return on assets or equity, scores a Piotroski financial strength of 2 out of 9, and has no competitive moat—a combination that places it well below the minimum quality standard for a sustainable investment.
→StableQuality breakdown
- Expectation
- Free cash flow improves to less than -20% of revenue and the Piotroski score rises above 5 over the next 12 months.
CounterThe current ratio of 6.9 signals ample near-term liquidity, and the company may be in an early investment phase where cash consumption normalizes as contracts scale; insider activity is currently neutral with no recent selling.
A single customer or small cluster accounts for more than 51% of total revenues, creating significant revenue fragility if any key relationship is lost or repriced.
↓DeterioratingBear case
- Expectation
- Customer concentration falls below 40% of revenues as the company adds new clients, as disclosed in the next annual filing.
CounterDeep integration with a small number of large enterprise or government clients can reflect high switching costs that reduce actual churn risk despite the apparent concentration.
The stock trades below its 200-day moving average, which itself is declining at -6% per month—a configuration consistent with a sustained downtrend rather than a brief consolidation.
↓DeterioratingMomentum breakdown
- Expectation
- Price recovers above the 200-day moving average and the average's monthly slope exceeds 0% for at least 30 consecutive days within the next 12 months.
CounterOn-balance volume has been rising, suggesting institutional accumulation beneath the surface that could precede a price recovery before the moving average confirms reversal.
With 27% of the float sold short and implied volatility at 92%, the market is pricing in a high probability of further deterioration, creating an asymmetrically dangerous risk profile for existing holders.
↓DeterioratingRisk breakdown
- Expectation
- Short interest falls below 15% of float over the next 12 months as business quality and momentum improve.
CounterElevated short interest can fuel a sharp rally if the company announces a positive contract win or earnings surprise, creating a significant binary upside event for patient holders.
Per-dimension breakdown
Quality
1.9/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.0 |
| ROA | 0.0 |
| Gross margin | 1.2 |
| Op margin | 0.0 |
| Current ratio | 6.9 |
| FCF quality | 0.0 |
| Moat | 4.0 |
| Piotroski F | 3.3 |
- ▸Cash-burning: FCF -47% of revenue
- ▸No competitive moat
- ▸Weak Piotroski F-Score: 3/9
- ▸Quality concerns
Growth
2.3/10data confidence 33%| Component | Sub-score |
|---|---|
| Rev growth | 2.3 |
- ▸Declining revenue: -1%
Momentum
1.8/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 3.0 |
| MACD | 3.4 |
| OBV | 1.0 |
| MA position | 1.0 |
| Volume | 0.7 |
- ▸Capitulation risk (RSI 19, below 200MA)
- ▸Volume distribution (falling OBV)
- ▸Below 200-MA, MA slope -6.3%/30d — confirmed downtrend
Sentiment
7.6/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 8.5 |
| Analyst rating | 5.0 |
| Price target | 9.9 |
- ▸LLM news sentiment: +0.70 (n=1)
- ▸Analyst upside: 70%
Insider
7.3/10data confidence 75%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 10.0 |
| notable moves | 7.0 |
- ▸Insider selling (low materiality) — $104,875 (0.008% of mkt cap)
- ▸Institutions accumulating
Peer rank
3.3/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 1.6 |
| quality rank | 0.1 |
| growth rank | 1.8 |
- ▸Conservative debt levels
Technical
5.4/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 8.2 |
| support resistance | 8.5 |
| 52w position | 0.0 |
| gap | 5.0 |
Risk (lower is worse)
3.8/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 0.6 |
| days to cover | 7.0 |
| volatility | 0.0 |
| put call | 10.0 |
| implied vol | 0.0 |
| max pain risk | 3.0 |
| beta | 0.0 |
| debt equity | 9.9 |
- ▸High short interest justified: 29%
- ▸High IV: 88%
- ▸Above max pain $0
- ▸Concentration risks: 1 HIGH, 1 MED (10-K Item 1A — sized via position_sizing, validated via buy_confidence)
Catalyst
3.7/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 3.3 |
| earnings timing | 5.0 |
| surprise avg | 0.0 |
| news activity | 5.0 |
- ▸Earnings concerns: 2B/2M
How the verdict was assembled
Engine trigger
Quality below minimum threshold.
Engine technical detail
verdict_path:
L1:HARD_BLOCK:QUALITY_FLOORPassed (6)
- ASYMMETRY:3.6>=1.5
- INSIDER:OK
- 8K:CLEAN
- EARNINGS_PROXIMITY:20d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (2)
- MOMENTUM:1.8<4.5
- DEATH_CROSS:HARD_BLOCK
Warning (0)
none
Reward-to-Risk
3.62
Upside
+44.6%
Downside
12.3%
Sizing output
AVOID
SetupFalling Knife — Death cross, below all MAs, RSI 19, MACD bearish
EdgeNo clear edge — No clear edge identified
SuitabilitySpeculative — Drawdown -69% (>40% off 52w high)
Investment implication
The SELL_IF_HOLDING verdict reflects the MOMENTUM gate's 1.8<4.5 outcome against Sentiment at 7.6 and asymmetric R:R of 3.62.
The strongest dimensions are Sentiment at 7.6, Insider at 7.3, and Technical at 5.4; the weakest are Momentum at 1.8, Quality at 1.9, and Growth at 2.3. The V9 engine flagged 2 failed gates, producing an asymmetric reward-to-risk of 3.62 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Cash Burning Quality Deficit
Trip ifFree cash flow improves above -20% of revenue for 2 consecutive quarters from the current -47%.
- P2Confirmed Price Downtrend
Trip ifPrice breaks above the 200-day moving average and the MA monthly slope exceeds 0% for more than 30 consecutive days.
- P3Customer Concentration Fragility
Trip ifCustomer concentration falls below 40% of revenues from the current 51% per annual 10-K disclosure.
- P4Short Interest Risk Elevation
Trip ifShort interest falls below 15% of float from the current 27% for 2 consecutive monthly reporting periods.