The Forgotten Revenue Recovery Engine

 Create a Forgotten Revenue Recovery Engine that identifies potential revenue lost through operational gaps rather than simply forecasting sales. Analyze imported invoices, subscription exports, order records, refunds, usage reports, and payment logs. Detect unbilled usage, duplicate credits, expired discounts that remain active, mismatched contract prices, failed renewals, and delivered services without corresponding invoices. Rank findings by estimated financial impact, evidence strength, and recovery effort. For each finding, show the source records, calculation method, and recommended next action. Include an exception-review queue and CSV exports. Treat findings as potential discrepancies, never confirmed losses, until a human verifies them.