First-Principles Equity Notes — AI-assisted, data-driven, code-checked
Enter a ticker.
Every figure on this site — revenue, cash flow, debt, dilution, the automated risk flags, the financial health score — is fetched and computed by code before the AI ever sees it. The model's only job is to write up numbers it's handed, not to recall or estimate them, and it's explicitly barred from inventing a target price. When a company's data isn't covered by our primary provider — common for very small or distressed names — reports fall back to SEC EDGAR's public filings rather than going silent.
The health score is a screening result against this site's own criteria, not a rating of investment merit — treat it the way you'd treat a smoke detector, not a stock tip.