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Finance & Insurance

Invoice → JSON

Messy invoice text to accounting-ready structured data.

recorded · replayed

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How it’s engineered
  • Fixed schema + ISO dates = output that drops straight into an accounting system, no glue code per vendor format.
  • Production adds arithmetic validation (line items must sum to subtotal) as a cheap, deterministic hallucination check.
  • Pairs with the OCR demo in the Vision lab: photo → text → structured record, end to end.