Market Research AI Agent Across 100 Industries

This role is designed to organize market participants, trends and evidence for business review. The target deliverable is a market research pack. A useful evaluation should track source breadth, insight acceptance and analyst 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.