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Library / Team adoption and skills

Measuring whether AI is helping your team

A worksheet for measuring AI's effect on your team's work: cycle time, rework, volume and quality spot checks, with a baseline, a sampling method and a monthly scorecard.

Worksheet · 25 min · Members

What's inside
  • The four measures
  • Step 1: pick the workflows
  • Step 2: define each measure for each workflow
  • Step 3: take a baseline
  • Step 4: sample for quality spot checks
  • Step 5: the monthly scorecard
  • Reading the scorecard
  • Cautions
  • A worked example

All 36 pieces with AI Skills Academy · $49/mo

  • Every playbook, template, checklist and worksheet in the Library, and each new one as it's added
  • The full 30-lesson course, the Agent Authority Scanner and your evidence package
  • Six governed agents to download and run in Claude Code

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