Web Research AI Agent Across 100 Industries

This role is designed to collect public-source evidence around a defined business question. The target deliverable is a cited research brief. A useful evaluation should track source quality, citation coverage and research time, 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.