Private validation
Adoption Log
Sample adoption outcome

No invisible failure.

This page shows whether AI-assisted work was actually used, useful, bounded, approved, and worth continuing. It is an outcome summary, not the internal adoption model.

Log sample

Adoption state, blockers, review cadence.

WorkflowWeekly patch readiness summary
Adoption ownerOperations owner
Workflow usersOperator, approver, auditor
Review markerDemo placeholder only
Expected time saved45 minutes per weekly run
Actual time saved estimate31 minutes per weekly run after review effort
Staff acceptancePartial; operator uses summary, approver still requests manual evidence check
Manual fallbackDocumented and still available
Next reviewAfter three more weekly runs
Timeline

What the log makes visible.

DraftOwner assigned and safe boundary accepted.

The buyer sees the outcome and review status, not the internal control recipe.

ReviewingManager requested clearer fallback guidance.

The workflow stayed in review until the owner clarified what happens if the assisted path is not trusted.

Approved PilotApprover accepted limited use.

Manual fallback stayed in place and output review remained required.

Partially AdoptedUseful, but not fully trusted yet.

The workflow remains under review because the approver still validates evidence manually.