We had a working RAG solution at 91% accuracy. Here's why we rebuilt it with fine-tuning and what we learned along the way.

Our client was spending eight minutes per invoice on manual data entry. At 10,000 invoices a month, that's a full team doing nothing but copying numbers from PDFs into a database.

We were building an invoice processing...