Illustrative 30-day evaluation scenario · engineering

AI code assistant remediates a failing compliance-bound pipeline

Buyer roles: VP Engineering, compliance reviewer, platform owner
Workflow: AI-assisted remediation of a CI failure on a repository with change-control expectations

Receipt moments

AI proposal
policy gate
human approval
test result
merged or rejected outcome

Acceptance tests

Receipt exists for every material AI-assisted change.
Reviewer can link diff, test result, and approval.
Tampered receipt fails verification.

Evidence artifacts

Receipt chain excerpt
Change-control summary
30-day expand/stop memo

Scope before data access

Name one workflow and operational owner.
Name the reviewer and decision date.
Select synthetic/public, private, or on-premises boundary.
Document excluded data and prohibited uses.

Decision gate: Engineering and compliance reviewers can reproduce why the change was allowed and decide whether to expand to more repos.

Illustrative evaluation design. Not customer evidence, a deployment claim, a certification, legal advice, or a performance promise. Commercial and security terms require written approval.