PracticalAI.CompoundingAdvantage.
We map your business into four engines (Revenue · Margin · Capital · Risk), find the five highest-ROI places AI fits, and ship them — quick wins in weeks, moats in quarters.
Proof, not pitch.
Behind a sign-in wall we run 5 production AI products — equity research, microcap forensics, biopharma intelligence, reverse-DCF valuations, multi-factor screens. Each one is software you can see today, not a slide.
Equity researchAI Advisor 2.0
Build the thesis on any US stock. Reads filings, valuations, and macro context — and tells you when the data revises the call.
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Forensic microcapsPenny Picks
Forensic microcap research. 200+ tickers screened weekly for dilution, runway, and gatekeeper red flags — with cited deep-dive on any name.
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Biopharma researchBiopharma Intelligence
Point-in-time biopharma research — people-and-effort signals, board-backing scoring, valuation vs. base-rate LoA, interactive board-network graph.
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