Analyzing...
Methodology
How TSF reads Indian equity markets. Five dimensions. Full lineage. Every data point traced to its source.
Every company is examined through five independent lenses. No single dimension dominates. Each contributes its own evidence.
Who runs this company? We analyze leadership integrity, ownership patterns, and management consistency through earnings calls, regulatory filings, and corporate behavior.
What does it actually do? We decompose revenue architecture, cost structure, and operational quality across reported financials.
What surrounds it? Sector dynamics, institutional flows, and regulatory context shape every company’s reality.
What is the price asking? We frame valuation against business reality, not consensus narratives.
What macro wave carries it? We map themes and structural shifts that compound over decades.
We don't store data. We build intelligence.
Every signal in TSF is the smallest unit of intelligence — versioned, traceable, and computed from source documents we own. Each unit tracks methodology changes, reflects computational weight, and traces to its origin.
Every signal traces to a source document we own. Not a link to someone else's server. Not a cached API response. A document in our archive, with full provenance.
Historical case studies where the framework surfaced risk before it became consensus. These are forensic reviews of past events, not forward-looking predictions.
Flagged ~14 months before collapse
Leadership consistency signals deteriorated sharply. The Captain dimension surfaced red flags in promoter behavior, related-party patterns, and earnings call tone well before the stock cratered 90% from its peak.
Flagged via dual-dimension deterioration
Both Captain and Business dimensions showed simultaneous decline. Leadership credibility eroded alongside accelerating asset quality deterioration visible in reported financials — the kind of pattern that single-metric screens miss entirely.
Flagged before the liquidity crisis
Business dimension captured structural fragility in the lending model. Environment dimension registered the IL&FS contagion wave spreading through the NBFC sector. The combination signaled systemic risk before the crisis became front-page news.
All case studies are historical forensic analyses. Past framework signals do not guarantee future detection capability.
Storage never knows the vendor. Every data pipeline writes to a normalized layer. If a source disappears tomorrow, the architecture survives.
Every data point traces to its API call and source. No orphan numbers. No unexplained values. Every cell in every table knows where it came from.
Every PDF downloaded and archived. Annual reports, investor presentations, transcripts — all stored in our own infrastructure. We never depend on a link staying live.
The Stock Filter is a research and intelligence platform.
TSF does not provide investment advice. We are not a SEBI-registered investment adviser.
All data has full lineage. Methodology updates continuously. Historical case studies are forensic reviews, not indications of future performance.
See the framework in action