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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#4657
Positioning
Market Dominance
Services
Computer Software
$2.4B
Thomas M. Siebel
C3.ai, Inc. offers software-as-a-service applications for enterprises. Its software solutions include C3 AI Suite, which enables customers to design, develop, and deploy enterprise AI applications. The company has strategic partnerships with Baker Hughes in the areas of oil and gas market.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = AI ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$YALA Yalla Group Ltd | 75 | 89 | 99 | 80 | - | - | 21.3% | 18.6% | 64.5% | 35.7% | 39.5% | 6.5% | 0.0% | 0.0x | $644M | VS | |
$GRVY GRAVITY Co., Ltd. | 75 | 82 | 96 | 71 | - | - | 15.4% | 12.6% | 38.7% | 17.1% | 17.0% | -39.7% | 0.0% | 0.0x | $439M | VS | |
$ISSC INNOVATIVE SOLUTIONS & SUPPORT INC | 73 | 81 | 88 | 94 | 25.0x | 14.1x | 28.1% | 16.8% | 48.1% | 23.8% | 18.5% | 78.6% | 0.0% | 37.0x | $220M | VS | |
$AER AerCap Holdings N.V. | 72 | 60 | 87 | 84 | - | - | 12.4% | 2.9% | 100.0% | 28.2% | 26.2% | 5.5% | 0.8% | 264.0x | $19.4B | VS | |
$HCSG HEALTHCARE SERVICES GROUP INC | 72 | 74 | 88 | 88 | 7.1x | 6.1x | 28.9% | 20.8% | 20.8% | 9.9% | 9.3% | 8.5% | 0.0% | 1.0x | $1.2B | VS | |
$LQDT LIQUIDITY SERVICES INC | 72 | 90 | 88 | 68 | 24.9x | 14.3x | 14.6% | 7.8% | 43.8% | 7.4% | 5.9% | 31.2% | 0.0% | 0.0x | $857M | VS | |
$TRTNpA Triton International Ltd | 71 | 70 | 89 | 70 | - | 1.7x | 18.0% | 4.6% | 97.3% | 52.2% | 32.7% | -3.4% | 0.0% | 271.0x | $8.0B | VS | |
$EDU New Oriental Education & Technology Group Inc. | 71 | 83 | 52 | 77 | - | - | 9.4% | 4.9% | 55.5% | 8.7% | 7.7% | 13.6% | 1.3% | 7.0x | $78.0B | VS | |
$NTES NetEase, Inc. | 71 | 88 | 93 | 68 | - | - | 22.1% | 15.6% | 62.5% | 28.1% | 28.7% | -1.0% | 2.8% | 9.0x | $56.6B | VS | |
$UTI UNIVERSAL TECHNICAL INSTITUTE INC | 70 | 86 | 86 | 72 | 43.2x | 16.0x | 21.4% | 8.0% | 100.0% | 10.0% | 7.5% | 14.1% | 0.0% | 27.0x | $1.8B | VS | |
$AI C3.ai, Inc. | 28 | 27 | 23 | 19 | - | - | -47.2% | -37.9% | 49.2% | -124.7% | -114.7% | -4.2% | 0.0% | 0.0x | $2.4B | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
C3.ai, Inc. (AI) receives a "Avoid" rating with a composite score of 27.7/100. It ranks #4657 out of 7,333 stocks in our coverage universe and carries a 1-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
Thomas M. Siebel
Chief Executive Officer
Labor Force
700
27
35
31
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for AI
Lagging peers — losers tend to keep underperforming
Expensive relative to fundamentals — limited margin of safety
Weak fundamentals — higher risk of value trap
High volatility — wider range of outcomes increases timing risk
Aggressive spending — empire-building risk, dilutive growth
Below-average composite — caution warranted
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Relative valuation derived from Services sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
No analyst ratings for AI.
View All RatingsMaterial decline in asset turnover efficiency detected
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 27 | 12 | +15ALPHA |
| MOMENTUM | 19 | 12 | +7ALPHA |
| VALUATION | 23 | 14 | +9ALPHA |
| INVESTMENT | 35 | 55 | -20DRAG |
| STABILITY | 31 | 22 | +9ALPHA |
| SHORT INT | 35 | 26 | +9ALPHA |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROE proxy -47.2% (sector 5.3%)
GM 49% vs sector 60%, OM -125% vs sector 4%
Capital turnover N/A, R&D intensity 92.0%
Rev growth -4%, 6yr history
Interest coverage N/A
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
Our quantitative model flags C3.ai, Inc. with an Avoid rating, assigning a composite score of 27.7/100 and 1 out of 5 stars. Ranked #4657 of 7,333 stocks, AI falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
AI's quality score of 27/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports a return on equity of -47.2% (sector avg: 5.3%), gross margins of 49.2% (sector avg: 59.6%), net margins of -114.7% (sector avg: 2.3%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
AI registers a value score of just 23/100, suggesting the stock trades at a significant premium to its fundamental metrics. Key valuation metrics include a P/B ratio of 1.89x. High-premium valuations like this require strong future execution to avoid multiple compression, and downside risk is elevated if growth disappoints.
C3.ai, Inc.'s investment score of 35/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of -4.2% vs. a sector average of 7.8% and a return on assets of -37.9% (sector: 1.9%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
C3.ai, Inc. is experiencing notably weak momentum with a score of just 19/100. The stock has underperformed its peers and is trending below major moving averages. Revenue growth stands at -4.2% year-over-year, while a beta of 1.83 reflects its sensitivity to broader market moves. While deep momentum weakness can occasionally present value opportunities, it often reflects deteriorating fundamentals or structural headwinds that may persist.
AI's stability score of 31/100 signals elevated volatility and/or leverage concerns. Key stability metrics include a beta of 1.83 and a debt-to-equity ratio of 0.00x (sector avg: 0.3x). Investors should be prepared for wider-than-average price swings and consider position sizing accordingly to manage portfolio risk.
C3.ai, Inc.'s short interest score of 35/100 reveals significant bearish positioning, suggesting institutional investors are actively betting against the stock. Specific risk factors include high market sensitivity (beta: 1.83). At $2.4B (mid-cap), AI carries meaningful risk and is best suited for investors with high risk tolerance who have thoroughly evaluated the bear thesis.
C3.ai, Inc. is a mid-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #4657 of 7,333 overall (36th percentile). Key comparisons include ROE of -47.2% trailing the 5.3% sector median and operating margins of -124.7% below the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While AI currently exhibits a AVOID profile, superior opportunities exist within the SERVICES sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
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Improvement in Momentum (19) would have the largest impact on the composite score.
ROE 989% BELOW SECTOR MEDIAN
Gross Margin 17% BELOW SECTOR MEDIAN
Op. Margin 3652% BELOW SECTOR MEDIAN
AUDIT DATA AS OF JUL 31, 2025 (Q2 FY2025)
We rate C3.ai, Inc. (AI) as Avoid with a composite score of 27.7/100 at a current price of $10.09. The stock falls in the bottom quintile of our universe across key quantitative factors, and the multi-factor weakness suggests a high probability of continued underperformance.
The rating is primarily driven by strength in investment (35th percentile) and stability (31th percentile), which together account for the majority of the composite score. Offsetting weakness in momentum (19th percentile) and value (23th percentile) tempers our overall conviction. We assign a No Moat rating (29/100), Very High uncertainty, and Poor capital allocation.
Key items to watch: momentum to confirm whether the current price trend has legs; the path to profitability; valuation compression risk if growth disappoints. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
C3.ai, Inc. holds a top-quartile position (#0 of 50) within the Services sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 27.7/100 places it at rank #4657 in our full 7,333-stock universe. At $2.4B in market capitalization, C3.ai, Inc. is a mid-cap player in the Services space, which limits certain scale advantages but may allow for more agile strategic execution.
Revenue contraction of -4% combined with momentum at the 19th percentile paints a cautious picture of the near-term business outlook. The market appears to be pricing in continued challenges, and a catalyst for reversal is not clearly visible from current data.
The margin cascade tells an important story: gross margins of 49% (-10.3pp vs sector) narrow to operating margins of -125% (-128.2pp vs sector) and net margins of -114.7%, yielding a gross-to-net conversion rate of -233%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.
At a current price of $10.09, C3.ai, Inc. is trading at a premium to fundamental value. Our value factor score of 23/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. The premium valuation implies the market is pricing in significant future growth or quality improvements that are not yet fully reflected in current fundamentals.
The stock currently trades at P/B of 1.9x, P/S of 4.4x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.
Gross margins of 49% signal strong pricing power and brand/IP advantages — businesses with margins above 40% have historically demonstrated more resilient earnings through economic cycles.
A conservative balance sheet (0% D/E) provides financial flexibility for acquisitions, buybacks, or weathering economic downturns without dilution.
The Avoid rating (composite 27.7/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Revenue decline of -4% signals business deterioration — declining revenues make it difficult to grow into the current valuation and often precede further negative revisions.
Thin net margins of -114.7% provide limited cushion against cost pressures, competitive pricing, or macroeconomic headwinds — even small changes in costs could swing the company to a loss.
We assign a Very High uncertainty rating to C3.ai, Inc.. The stock exhibits multiple compounding risk factors: elevated market sensitivity (beta of 1.83), current negative profitability (net margin -114.7%), below-average price stability (31th percentile). The extreme uncertainty around future cash flows makes precise valuation difficult, and the range of outcomes is exceptionally wide. Only investors with high risk tolerance and extended time horizons should consider this name.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 1.83); current negative profitability (net margin -114.7%); below-average price stability (31th percentile); weak quality scores (27th percentile). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 31th percentile and quality factor at the 27th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 49% provide a buffer against cost pressures; conservative leverage (0% D/E) limits balance sheet risk. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile warrants caution and disciplined position management.
We rate C3.ai, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-47.2%), negative profitability, weak asset returns (ROA -37.9%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — C3.ai, Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, C3.ai, Inc. receives a Avoid rating with a composite score of 27.7/100 (rank #4657 of 7,333). Our quantitative framework assigns a No Moat (29/100, trend: stable), Very High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 27/100.
Our analysis does not support a constructive view on C3.ai, Inc. at this time. The combination of limited competitive advantages, very high uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We do not assign C3.ai, Inc. a meaningful economic moat, scoring 29/100 on our composite assessment. Current fundamentals do not demonstrate the kind of durable competitive advantages — such as superior returns on invested capital, margin superiority, or reinvestment efficiency — that would protect the company from competitive erosion over the long term. The highest-scoring pillar, reinvestment efficiency, reached only 7/20.
The strongest moat sources are reinvestment efficiency (7/20) and financial resilience (7/20). Capital turnover N/A, R&D intensity 92.0%. Interest coverage N/A. These pillars form the core of C3.ai, Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include economic value creation (2.5/20) and growth durability (6/20). ROE proxy -47.2% (sector 5.3%). Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect C3.ai, Inc.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include gross margins of 49% providing a solid profitability foundation, declining revenues (-4%) that pressure the earnings outlook. The margin cascade from 49% gross to -125% operating to -114.7% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality raises some durability concerns, with the quality factor at the 27th percentile.
The margin profile shows gross margins of 49%, operating margins of -125%, net margins of -114.7%. Return metrics include ROE of -47.2% and ROA of -37.9%. Relative to the Services sector, gross margins are 10.3 percentage points below the sector median of 60%, and ROE of -47.2% compares to a sector median of 5.3%.
The balance sheet reflects a conservatively managed balance sheet with D/E of 0%, revenue growth of -4%. The sector median D/E is 0%, putting C3.ai, Inc. in a relatively stronger balance sheet position. Overall balance sheet health is adequate for the current business environment.
Weak momentum (19th percentile) suggests institutional selling pressure and unfavorable technical dynamics that may persist.
Below-average quality (27th percentile) raises durability concerns about the fundamental profile and increases the risk of negative earnings surprises.
Above 50MA
37.18%
Net New Highs
+51081

The $3.6 trillion question: When a company becomes too good to fail, what happens next?

The Federal Reserve held interest rates steady at 3.5%-3.75% on January 28, 2026, with Fed Chair Powell citing an improving economic outlook. Markets remained muted with the S&P 500 down 0.01%, while the Nasdaq rose 0.17%. Megacap tech earnings dominated trading, with Meta beating expectations and surging in after-hours trading, while Microsoft declined despite beating estimates due to investor concerns about high AI spending. Tesla beat estimates but reported declining revenues.

C3.ai founder Thomas Siebel sold 532,832 shares worth approximately $7.6 million in mid-December 2025 through a pre-arranged trading plan. The sale comes as C3.ai's stock plummeted over 50% in 2025 despite the AI boom, falling from a 52-week high of $38.58 to around $14. While the company reported stabilizing operations with 7% sequential revenue growth in Q2, it remains unprofitable and faces commercial softness.

Major M&A activity spans multiple sectors: Elon Musk reportedly weighs merging SpaceX, Tesla, and xAI; C3.ai is in merger talks with Automation Anywhere; Anta Sports acquires 29% stake in Puma for €1.51 billion; Steel Partners offers $1.1 billion for InMode controlling stake; LIV Golf seeks minority investors for team stakes; and First Brands Group founders face fraud charges related to bankruptcy.

C3.ai (NYSE:AI) stock surged 15.87% in pre-market trading on Wednesday following reports that the enterprise AI software provider is in merger discussions with Automation Anywhere. If completed, Automation Anywhere would acquire C3.ai and go public. The move comes after C3.ai's founder stepped down as CEO and the company explored strategic options including a potential sale.