Document Agent

Document Agent

Document Processing - The Mapping Problem

Semantic mapping turns extracted data into reliable system state. Learn how to build, evaluate, and productionize it.

Document Agent

Document Processing: Validation is Plan A

Most document AI systems fail after extraction. This deep dive explains why validation breaks on an example invoice pipeline and how to fix it.

Document Agent

Document Processing isn't just Extraction

Document processing isn’t just LLMs and OCR. Learn how validation, normalization, and workflows make AI production-ready.