Redesigning an AI Document Pipeline: GPT-4o Vision to Gemini
A working AI pipeline was silently failing on 16% of documents, fabricating identifiers for 13% of records, and spending full extraction costs every run even when nothing had changed. Here's what the redesign looked like.