Prospect List Enrichment AI Agent Across 100 Industries

This role is designed to standardize approved prospect records and fill permitted public-data gaps. The target deliverable is an enriched prospect table. A useful evaluation should track field completeness, duplicate rate and reviewer corrections, plus human correction rate, exception rate, latency and total cost per accepted output.

Industry context changes the sources, permissions and review boundary, but the underlying task definition should remain explicit enough to compare implementations fairly.