Before and After: Receipt Intake Gets a Contract

Same receipt-intake desk, before and after the team adds a strict schema. What changed? Before: parseable output still needs manual ledger cleanup. After: strict schema plus validator controls the ledger handoff. The category moved from free text to an enum, so meal, food, and client dinner cannot become three ledger categories. Vendor, date, currency, and amount became required fields, so partial receipts fail before they look complete. additionalProperties: false closed the object, so model-invented fields cannot sneak into integration behavior. Validation now routes failures to review with a reason, which makes cleanup measurable instead of invisible. Strict schemas make the…

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