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Workplace AI Adoption Metrics

Measure, segment, and communicate enterprise assistant usage to prove value and guide responsible expansion.

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Feedback loops to sustain adoption

  • Share adoption scorecards with frontline managers so they can coach teams.
  • Offer targeted enablement: tutorials, office hours, and certification paths for low-adoption groups.
  • Collect feature requests and close the loop publicly (“We heard you wanted better spreadsheet support; here’s what’s coming.”)
  • Monitor sentiment weekly during major updates to catch regressions early.
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