# Insly AI: Underwriting Automation Pipeline

As Head of AI Strategy at Insly, Ando Kivilaid designed and deployed an intelligent document processing pipeline that extracts commercial policy data from unstructured PDFs with 99.4% validated accuracy. The system automates 90% of manual submission triage, cutting average review time from 45 minutes to 90 seconds and saving over €500,000 in annual processing costs across the platform.

99.4% accuracy · 45 min → 90 s · €500k+ saved/yr