AI Implementation Templates

Copy practical templates for an AI pilot, evaluation record, approval gate, and workflow release.

Copy these templates into your team’s working document. Complete the fields with observed evidence; a filled-in form does not establish that a workflow is ready.

Pilot charter

Business task:
Deliverable and required fields:
Business owner and backup:
Baseline sample and measured time:
Approved sources and versions:
Allowed data and access:
Pilot users and review capacity:
Acceptance criteria and critical errors:
Pilot dates and decision date:
Decision: expand / revise / stop

Evaluation record

Case ID and category:
Input and source version:
Expected result:
Unacceptable error:
Prompt, model, and tool versions:
Actual output:
Reviewer and decision:
Preparation / generation / review / rework minutes:
Failure cause and correction:
Regression case added: yes / no

Approval specification

Action and exact payload:
Recipient or target record ID:
Evidence shown to reviewer:
Authorized reviewer role:
Payload version or hash:
Approval expiry:
Changes that invalidate approval:
Record version check before execution:
Idempotency key and execution record:
Failure and manual resolution path:

Release checklist

[ ] Source owner approved current material
[ ] Routine, missing-data, conflict, and failure cases tested
[ ] Critical errors meet the release standard
[ ] Permissions and denied-access cases checked
[ ] Review capacity assigned
[ ] Retry and duplicate handling verified where relevant
[ ] Baseline and full operating cost recorded
[ ] Limited rollout and rollback plan documented
[ ] Owner, backup, and maintenance triggers assigned
[ ] Expand / revise / stop decision recorded

Use the 30-day rollout plan to sequence the work.