Account Research AI Agent Across 100 Industries

This role is designed to assemble company, market and relationship context before outreach. The target deliverable is an account research pack. A useful evaluation should track brief completeness, source quality and preparation 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.