#Agentic IDP

Extracting Data from Long PDFs: Why Direct LLM Reading Fails and the Agentic IDP Approach

Why feeding long PDFs whole to an LLM fails: four failure causes, chunking's blind spots, and the Agentic IDP approach—page-by-page parsing, cross-page extraction, Schema definition, cost comparison, and data integrity checks.