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

PRODUCT · 02

Plan.

A diagnosis isn’t an action. Changefy turns its findings into a concrete plan: the exact steps, the risk level, the blast radius, the rollback path, and the checks that will prove the fix worked — all visible before anything is authorized.

Changefy plan screen showing proposed changes, risk assessment, and rollback plan for restoring a Sentinel log pipeline
Changefy approval screen where a reviewer approves a plan before execution, with risk level, approver, and comment field

If the target system stops matching the plan mid-execution — a step fails, a check returns an unexpected value, a dependency looks different than investigation found it — Changefy stops and surfaces the deviation instead of improvising past what was authorized.