AI Enablement playbook/Module 7 · Rollout & adoption

Day 67 / 100 · Rollout & adoption · Measuring adoption

Logging in isn't adoption.

Licences bought tell you what you spent. Weekly use on real tasks tells you whether it's working.

Measure these

Real Adoption

  • Weekly active users
  • Use cases per team
  • Output accepted without heavy edits
  • Staff sentiment, surveyed quarterly

Not these

Vanity Metrics

  • Licences purchased
  • Total logins
  • Attendance at launch sessions
  • Prompts sent, with no context

Weekly use on real tasks.

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