I spent a good two weeks last quarter building an invoice extraction pipeline for our accounting team. The emails came in all shapes: some with PDF attachments, others with plain text tables, a few with scanned images that had been OCR'd into garbled nonsense. My job was to pull out vendor name, invoice number, date, and total amount.

At first I...