Workplace AI Adoption Metrics

Construct dashboards that blend charts with narrative callouts:

• Adoption funnel (eligible → activated → weekly active → power users).
• Persona heatmaps (rows: personas; columns: usage frequency, satisfaction, risk perception).
• Outcome cards (e.g., “Policy analysts reduced drafting time by 32% with assistant-supported templates.”)

Pair dashboards with quarterly briefings to translate metrics into business impact. Highlight qualitative quotes from users to humanize the data.