Score it before you start it.
Rate each use case on value and risk: Low, Medium or High. The same risk scale runs through the whole playbook, so learn it once.
Quick wins
High Value · Low Risk
Do these now. They build confidence and free up time for the harder ones.
Big bets
High Value · High Risk
Pilot with guardrails, human review and a clear owner. Never skip straight to scale.
Nice-to-haves
Low Value · Low Risk
Let staff experiment within policy. Some will surprise you.
Avoid
Low Value · High Risk
All downside. Park these, however exciting the demo looked.
Source: popia.co.za ↗
High value, low risk: start there.