AI/ML-Powered Analytics

One integrated platform

Each product below runs on the same governed data and ML infrastructure, so results stay consistent from one view to the next.

  • QuantGDI 50Greedy Diversification
  • QuantGDI 150Greedy Diversification
  • QuantGDI 450Greedy Diversification
  • QuantAIP 100AI-Powered
  • QuantAIP 200AI-Powered
  • QuantBIOT 100Biotechnology
  • QuantUV 100Undervalued
  • QuantHM 50High-Momentum
  • QuantDIV 100High-Dividend
  • QuantGTH 100Growth
  • QuantLEADER 100Industry Leader
01

AI/ML-powered equity indices

11 rules-based indices across 8 families, combining quantitative analysis and ML evidence, weighted by PIInneh's Active Floating Market Cap Weighted + 10% Cap method. Available for licensing.

Index licensingIndex overview
AAPLMSFTNVDAJPMXOMPFEKOTSLAAMZNNEEGLD+1 Elevated0 Independent−1 Hedge
02

Correlation, diversification & hedging

Screen thousands of companies at once: low positive correlations to diversify, negative correlations to hedge, and concentration risk in view.

Correlation matrixPortfolio risk
FORECAST
03

Financial estimates & projections

ML models forecast the drivers; deterministic math builds consistent revenue, earnings, cash-flow and balance-sheet projections with lower–upper ranges.

Quarterly & annualLower–upper ranges
PRECLIN.PH 1PH 2PH 3FILINGOncologyImmunologyNeurologyRare diseaseCardio
04

Biotechnology intelligence & evaluation

Clinical and regulatory outcomes, commercial opportunity, development costs, financing needs, dilution and risk-adjusted value.

Biotech evaluationCash runway
FORECAST
05

Advanced ML Price Projection Charting System

Advanced price projection using machine learning, 144 indicators and 25 Factor Zoo indicators across quant, fundamental and macro inputs.

Indicator forecastOrder flow
πAAAπAAπAπBBBπBBπBπCCCπCCπCUpside gap● Market price● Intrinsic value
06

Forward-looking ratings & valuation

Ratings built from projected financials and intrinsic-value math, not historical momentum alone, expressed on the π scale from πAAA to πC.

π ratingsIntrinsic value
COMPANYDISTRESS SCOREZONECompany ASafeCompany BSafeCompany CGreyCompany DGreyCompany EDistress
07

Screening, forensics & distress

Intelligent screening, anomaly detection, multi-factor comparisons and financial-distress monitoring across safe, grey and distress zones.

ScreenerDistress scoring
P/E62thEV/EBITDA48thROE91thGross margin84thDebt/Equity35thFCF yield72thIndustry median
08

Industry-Relative Financial Ratios & API

100+ ratios measured against industry, sector and peers, with percentile rankings and plain-language interpretation.

Ratios APIPeer percentiles
Strong downDownNeutralUpStrong up4 CONFIRMATION CHECKS
09

Superradiance / Event Horizon

Trend analysis combining benchmark-relative, risk-adjusted performance with momentum and trend structure, from strong downtrend to strong uptrend.

Trend score4 confirmation checks
Insiders · Form 4 net flowActivists · 13D/13G stakeDivergence zone12 months · illustrative pattern13D filedDIVERGENCE SCORE74 / 100Insiders · Form 4 net flowActivists · 13D/13G stakeDivergence zone13D filedDIVERGENCE SCORE74 / 100
10

Insider-Activist Divergence

Compares what company insiders do with their own shares (Form 4 purchases, sales and option exercises) with what activist and large holders are doing (13D/13G stakes and campaigns). When the two pull in opposite directions — insiders selling into an activist build-up, or buying while activists exit — the divergence score flags a likely governance event, re-rating or hidden risk before it shows in the price.

Form 4 insider flow13D/13G activistsDivergence score

Bring PIInneh analytics to your team

We are partnering with asset managers, hedge funds and financial advisers on institutional pilots.

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Preview edition: every figure is sample data until live market data is connected. See plans and pricing · What’s new