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Applied AI · SMB operations
Market Leaks
Built as Margin Watch for the InfiniSynapse hackathon, SMB Operations track. One question: which orders were unprofitable the moment I accepted them?
1,660orders analyzed
12dollar-figured actions
+20.2%supplier cost drift caught
- Per-order attribution with real cost accounting: discounts, shipping, and cost of goods.
- Supplier drift detection for costs that rise quietly.
- Reconciled to the cent against an independent offline analysis.
Demonstrated on a reproducible synthetic dataset of 1,660 orders and 5,027 order lines, about 10% of them losing money.
Want this kind of testing on your system? [email protected]