Checklist
Automation candidate score
Workflow | Frequency | Data source | Risk | Human decision | Reversibility | Pilot metric
Automation Artifact Pack
Candidate scoring, source rules, human review gates, and safe workflow specs.
Filled fictional example
NimbusOps wants an AI risk assistant. The automation design routes renewal-risk preparation to a human reviewer and never changes health scores or sends customer messages.
Copy-ready templates
Workflow | Frequency | Data source | Risk | Human decision | Reversibility | Pilot metric
Input | Approved source | Allowed use | Restricted fields | Owner | Refresh cadence
Trigger, safe inputs, AI assist, human approval, output artifact, failure mode, rollback plan.
Review checklist
Team meeting agenda
Success metrics