The signals that mattered — on the failures everyone remembers.

We don't ask you to take the engine on faith. Every analysis is computed from a company's own SEC filings and is traceable to the source. Here is the other half of trust: the kinds of signal the engine evaluates — cash conversion, accruals, revenue quality, balance-sheet fragility — shown on documented accounting failures, as they appeared in the public record before each collapse.

Informational only — not investment advice. Forensic signals flag probability, not certainty.