How It Works
From raw data to investment intelligence in four stages
Scrape
Crawls Screener.in for 5,870+ companies — financials, ratios, shareholding, and pros/cons going back ~13 years.
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Score
21 metrics across five weighted dimensions, sector-adjusted:
Quality 30% — ROE, growth, cash conversion
Valuation 25% — PE, PB, earnings yield
Governance 20% — promoter holding, pledging
Safety 15% — debt/equity, interest cover
Momentum 10% — price trend, delivery vol
Buffett, Graham, Lynch, and Pabrai frameworks blended into a composite. 8 disqualification rules filter red flags.
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Analyze
Top ~600 companies enter a four-agent LLM pipeline; ~200 get the full pass:
AG1 Fundamentals — earnings quality, growth, balance sheet
AG2 Governance — promoter behaviour, capital allocation
AG3 Risk — concentration, regulatory, cyclical exposure
AG4 Synthesis — final classification + thesis, can override quant
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Present
Seven views — home, rankings, conviction, frameworks, company deep-dives, backtesting, and pipeline status — updating after each run.
Analysis Funnel
5,870 companies scraped from Screener.in
3,483 scored & analyzed (Layer 1 quantitative)
Top companies enter LLM pipeline
Full AG1–AG4 analysis
High conviction picks
Last Pipeline Run
Run ID: 15
Status: completed
Started: 4 Apr 2026, 01:00 pm
Analyzed: 3483 companies