Document Extraction Pipeline

A document extraction pipeline is the end-to-end system that takes documents as input and produces structured, validated data as output — consistently, at volume, across varying document types and layouts. It’s what separates a working demo from a production system. A script that extracts data from one clean PDF is extraction logic. A pipeline is the architecture that makes that logic reliable, observable, and maintainable over time.