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GitHub Copilot adds usage metrics impact dashboard

aiengineer
feature

GitHub has released a new dashboard for enterprise administrators and organization owners to visualize Copilot adoption depth and impact. The dashboard breaks down user engagement by AI adoption phases and provides metrics like pull requests merged and lines of code per day. This feature helps organizations track Copilot's maturity, target enablement efforts, and move more users into deeper adoption cohorts.

  • →New dashboard visualizes Copilot adoption and impact for enterprises
  • →Dashboard details adoption cohorts and their metrics
  • →Adoption multiplier compares passive vs. engaged user throughput
  • →Trends and recommended actions guide adoption strategy
  • →Dashboard requires access to Copilot usage metrics
Features (1) ›
  • New dashboard visualizes Copilot adoption and impact for enterprises

    A new Copilot metrics impact dashboard is now available for enterprise administrators and organization owners. It visualizes user engagement across AI adoption phases, showing adoption depth and impact beyond simple active user counts. This helps organizations understand how developers are using Copilot and identify next steps to deepen adoption.

Enhancements (3) ›
  • Dashboard details adoption cohorts and their metrics

    The dashboard groups engaged users into Phase 1 (Code-first), Phase 2 (Agent-first), Phase 3 (Multi-agent/app), and a Passive segment. Each cohort card displays metrics such as average pull requests merged per user per month, median pull request merge velocity, and average lines of code per day.

  • Adoption multiplier compares passive vs. engaged user throughput

    An 'Adoption multiplier' feature provides a comparative throughput and speed comparison between passive (licensed but not engaged) users and the average of engaged Copilot users. This highlights the potential impact of deeper Copilot engagement.

  • Trends and recommended actions guide adoption strategy

    The dashboard includes charts showing cohort growth and pull request throughput over six months, alongside recommended next steps for administrators. These recommendations aim to help move more users into deeper-adoption cohorts.

Notes (1) ›
  • Dashboard requires access to Copilot usage metrics

    The new dashboard is available to enterprise administrators and organization owners who already have access to Copilot usage metrics. Cohort assignments align with the Copilot usage metrics API's ai_adoption_phase classification.

Read the original announcement →

https://github.blog/changelog/2026-07-22-new-copilot-usage-metrics-impact-dashboard

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