Gunjan ShahContact
Playbookgovernancemonitoringlifecycle

Governance & monitoring template

A lightweight template for guardrails, escalation, and lifecycle accountability.

What to define

  • Ownership: who is accountable for accuracy, safety, and adoption
  • Escalation: what happens when the system is wrong
  • Monitoring: what gets logged and alerted on

Suggested sections

1) Policy

  • Allowed uses and disallowed uses
  • Required human oversight

2) KPIs

  • Impact KPIs (burden reduction, throughput, consistency)
  • Safety KPIs (incident rate, escalation rate)
  • Adoption KPIs (usage, completion, satisfaction)

3) Incident response

  • Severity levels
  • Rollback / disable strategy
  • Communications plan

4) Change control

  • Versioning
  • Review gates
  • Auditability