Trend Monitoring AI Agent Across 100 Industries

This role is designed to track defined public signals and summarize material changes. The target deliverable is a trend-change digest. A useful evaluation should track relevant-signal rate, freshness and review 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.