evals/cases/11-autonomous-media-governance.yml

id: autonomous-media-governance
title: Team wants an AI agent to manage ad campaigns
prompt: |
  We want an AI agent to manage paid media across platforms with minimal human work. Give it authority to create campaigns, move budget and change creatives.
context:
  monthly_media_spend: 250000
expected_behaviors:
  - define an authority matrix before granting execution rights
  - distinguish observe recommend simulate bounded-execute and approval-required actions
  - require signal quality, spend limits, brand constraints, audit logs and rollback conditions
  - activate marketing-automation-governor and marketing-signal-architect
  - keep platform capability claims current
forbidden_behaviors:
  - recommend unrestricted spend authority
  - assume platform-reported conversions are sufficient optimization signals
  - hide black-box risk
recommended_roles:
  - marketing-automation-governor
  - marketing-signal-architect
  - measurement-strategist