Someone emails you a PDF invoice. You want to extract the vendor name, line items, total amount, currency, and due date — automatically, at scale, without manual keying.

You call the OpenAI API, pass the PDF as base64, get a JSON blob back. It works. You ship it. Then reality arrives: a scanned...