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Changefy Research — State of Governed AI Operations 2026Read it
Changefy

PRODUCT · 05

Every AI action. Accounted for.

Changefy writes an append-only record of every action it takes, who authorized it, and what each verification found — exportable for compliance, incident review, or your own records.

Changefy evidence pack screen showing a complete audit timeline and integrity hash for a completed work item
  • ChangefyGCP Logging · Investigation started · Context gathered09:31:02Z · req_9f1a
  • ChangefyGCP IAM · Read role bindings · Missing sink.writer09:31:44Z · req_9f1b
  • ChangefySentinel · Checked last event time · 14h ago09:32:10Z · req_9f1c
  • ChangefyReasoner · Root cause proposed · 92% confidence09:33:20Z · req_9f1d
  • ChangefyPolicy engine · Plan classified · MEDIUM risk, PRODUCTION09:34:05Z · req_9f1e
  • Policy engineChangefy · Routed for approval · Human authorization required09:34:06Z · req_9f1f
  • A. ChenChangefy console · Approved WRK-2041 · Execution authorized09:42:11Z · req_9f20
  • ChangefyGCP IAM · Granted sink.writer · Applied09:42:30Z · req_9f21
  • ChangefyGCP Logging · Redeployed sink · Healthy09:43:12Z · req_9f22
  • ChangefySentinel · Verification check · Event received, 0% error rate09:43:54Z · req_9f23