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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#4185
Positioning
Market Dominance
Manufacturing
Computer Software
$70M
Pending
Detailed business profile pending verification.
Headcount
—
HQ Base
BETHESDA, MD
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| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$UL UNILEVER PLC | 78 | 96 | 98 | 59 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$ASML ASML HOLDING NV | 77 | 89 | 86 | 83 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$ESLT ELBIT SYSTEMS LTD | 76 | 81 | 87 | 85 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$MT ArcelorMittal | 75 | 71 | 98 | 85 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$AMAT APPLIED MATERIALS INC /DE | 75 | 85 | 87 | 84 | 20.9x | 13.6x | 32.9% | 20.5% | 48.8% | 30.6% | 24.4% | 7.7% | 0.9% | 32.0x | $148.6B | VS | |
$SIMO Silicon Motion Technology CORP | 75 | 84 | 86 | 85 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$CODA Coda Octopus Group, Inc. | 74 | 83 | 90 | 79 | 16.3x | 11.9x | 7.4% | 7.5% | 68.3% | 19.5% | 18.2% | 29.0% | 0.0% | 0.0x | $84M | VS | |
$GSK GSK plc | 74 | 84 | 90 | 70 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$EFXT Enerflex Ltd. | 74 | 80 | 91 | 83 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$BUD Anheuser-Busch InBev SA/NV | 74 | 84 | 97 | 63 | - | - | - | - | - | - | - | - | - | - | $0 | VS | |
$DAIC CID Holdco, Inc. | 34 | 41 | 39 | 13 | - | - | - | -226.5% | 37.3% | -541.6% | -541.6% | 853.6% | 0.0% | - | $70M | ||
| SECTOR BENCH | - | - | - | - | - | 22.3x | 11.5x | -1.9% | 0.9% | 44.1% | 2.5% | 1.0% | 6.7% | 0.0% | 0.2x | - | REF |
CID Holdco, Inc. (DAIC) receives a "Avoid" rating with a composite score of 34.3/100. It ranks #4185 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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Lagging peers — losers tend to keep underperforming
Fair valuation relative to peers
Average quality profile
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 Manufacturing sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
No analyst ratings for DAIC.
View All Ratings| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 41 | 30 | +11ALPHA |
| MOMENTUM | 13 | 4 | +9ALPHA |
| VALUATION | 39 | 27 | +12ALPHA |
| INVESTMENT | 22 | 4 | +18ALPHA |
| STABILITY | 21 | 7 | +14ALPHA |
| SHORT INT | 74 | 85 | -11DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
Insufficient data for ROIC calculation
GM 37% vs sector 44%, OM -542% vs sector 3%
Capital turnover N/A, R&D intensity 63.9%
Rev growth 854%
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.
We rate CID Holdco, Inc. (DAIC) as Avoid with a composite score of 34.3/100 at a current price of $0.27. The stock falls in the bottom quintile, and the multi-factor weakness suggests a high probability of continued underperformance.
CID Holdco, Inc. holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 34.3/100 places it at rank #4185 in our full universe.
No Moat
High
Poor
Fair Value
Stable competitive position in a defensive sector.
Weak momentum suggests persistent institutional selling pressure.
Vulnerability to macroeconomic shocks and interest rate volatility.
CID Holdco, Inc. represents a avoid based on multi-factor quantitative performance.
Our quantitative model flags CID Holdco, Inc. with an Avoid rating, assigning a composite score of 34.3/100 and 1 out of 5 stars. Ranked #4185 of 7,333 stocks, DAIC falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
DAIC's quality score of 41/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports gross margins of 37.3% (sector avg: 44.1%), net margins of -541.6% (sector avg: 1.0%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
With a value score of 39/100, DAIC appears somewhat expensive relative to its fundamentals. Investors paying a premium here are likely betting on above-average growth or margin expansion to justify current prices.
CID Holdco, Inc.'s investment score of 22/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 853.6% vs. a sector average of 6.7% and a return on assets of -226.5% (sector: 0.9%). 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.
CID Holdco, Inc. is experiencing notably weak momentum with a score of just 13/100. The stock has underperformed its peers and is trending below major moving averages. Revenue growth stands at 853.6% year-over-year, while a beta of 1.33 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.
CID Holdco, Inc. registers a low stability score of 21/100, indicating high volatility and potentially stressed financial conditions. Key stability metrics include a beta of 1.33. Stocks at this level carry elevated capital loss risk and may be unsuitable for conservative portfolios without careful risk management.
DAIC carries a short interest score of 74/100, indicating moderate short selling activity. This is a neutral reading — not enough to signal systemic bearishness, but worth monitoring. Specific risk factors include above-average market sensitivity (beta: 1.33), micro-cap liquidity risk. At $70M market cap (micro-cap), CID Holdco, Inc. offers reasonable institutional liquidity.
CID Holdco, Inc. is a micro-cap company in the Manufacturing sector, ranked #0 of 50 in its sector (100th percentile) and #4185 of 7,333 overall (43rd percentile). Key comparisons include operating margins of -541.6% below the 2.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Manufacturing peers.
While DAIC currently exhibits a AVOID profile, superior opportunities exist within the MANUFACTURING sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Manufacturing Alpha →Quant Factor Profile
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Improvement in Momentum (13) would have the largest impact on the composite score.
Gross Margin 15% BELOW SECTOR MEDIAN
Op. Margin 21679% BELOW SECTOR MEDIAN
Div. Yield NaN% BELOW SECTOR MEDIAN
Above 50MA
37.18%
Net New Highs
+51081
LAS VEGAS, January 28, 2026--Dot Ai (Nasdaq: DAIC) ("Dot Ai" or the "Company"), an IoT and AI-based SaaS company redefining asset intelligence for industrial technology, today announced it will participate in Manifest 2026, taking place February 9-11, 2026, at The Venetian in Las Vegas. At the event, Dot Ai will exhibit its next-generation Dot Matrix 3.0 Asset Intelligence platform, designed to deliver continuous, in-process intelligence across complex manufacturing, warehouse, and logistics ope
LAS VEGAS, January 20, 2026--CID Holdco, Inc. d/b/a Dot Ai (Nasdaq: DAIC) ("Dot Ai" or the "Company"), an IoT and AI-based SaaS company at the forefront of Asset Intelligence, today announced preliminary and unaudited revenue results for the fourth quarter and full year 2025. Dot Ai expects revenue of approximately $4.3 to $4.6 million in the fourth quarter of 2025. For the full year 2025, the Company expects revenue of approximately $5.6 to $5.9 million.
Investing.com - The U.S. industrial sector is accelerating investment in modernization as artificial intelligence-based systems become more accessible and cost-effective, Dot Ai (NASDAQ:DAIC) CEO Ed Nabrotzky told Investing.com exclusively.
LAS VEGAS, January 05, 2026--Dot Ai (Nasdaq: DAIC) ("Dot Ai" or the "Company"), an IoT and AI-based SaaS company at the forefront of Asset Intelligence technology, today announced the appointment of Dr. Ansgar Thiede as Chief Strategy Officer, effective January 5, 2026.