{
  "id": "00000000-0000-4000-8000-000000000017",
  "slug": "client-reporting-agent-case-study",
  "url": "/ai-agent-case-studies/client-reporting-agent-case-study/",
  "headline": "A before-and-after framework for client reporting agents",
  "section": "ai-agent-case-studies",
  "sectionLabel": "AI Agent Case Studies",
  "contentType": "case-study",
  "contentTypeLabel": "Case Study",
  "truthLabel": "case-study",
  "updatedAt": "2026-07-01T16:00:00Z",
  "sourceCount": 0,
  "confidence": "medium",
  "disclosure": "testing: desk researched",
  "summary": "A case-study fixture that avoids fake outcomes while showing how proof-led records enter the homepage.",
  "whoShouldCare": [
    "agencies",
    "operators",
    "client service teams"
  ],
  "commercialUse": "Helps operators document a workflow before using it as proof for clients.",
  "risks": [
    "unmeasured savings",
    "weak source packs",
    "unclear human handoff"
  ],
  "sourceBasis": "Case-study framework fixture for Milestone 05 homepage case-study selection.",
  "machineNotes": [
    "No fake time-savings claim is made in this fixture."
  ],
  "related": []
}