The warning signs were in the filings — months before the headlines.
We don't claim to predict the future. We claim something narrower and checkable: the kinds of signal our engine reads — among them returns on invested capital, cash returned beyond free cash flow, share-count growth, accruals and inventory against cost of sales — were sitting in the public SEC filings before Carvana, Bed Bath & Beyond, Peloton and the rest came apart. Below is the same deterministic engine replayed on those companies' filings truncated to before the blow-up, plus documented cases — Wirecard, SVB and others — mapped to the same signal classes, and the calibration behind it. No LLM guesswork, reproducible.
Run the same forensic checks on the stocks you actually own — free account, no card. To check one figure against its filing with no account, use the free figure check. Or just leave your email and we'll send you the Weekly Read — the same forensic checks, run on a new sector every week.
Informational only — not investment advice. Forensic signals flag probability, not certainty.
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Informational only · not investment advice · no credit card