New Copilot usage metrics impact dashboard
Quick Answer
GitHub has launched a new Copilot metrics impact dashboard for enterprise admins, providing insights into user engagement across AI adoption phases.
Quick Take
It includes metrics like average pull requests merged and offers actionable steps to enhance Copilot usage among developers.
Key Points
- Dashboard categorizes users into AI adoption phases: Code-first, Agent-first, , and Passive.
- Metrics include average pull requests merged per user and median merge velocity.
- Comparative analysis shows throughput differences between passive and engaged users.
- Trends over six months highlight cohort growth and pull request throughput.
- Recommended next steps guide admins to deepen user engagement.
DeepSignal Analysis
What happened
GitHub has introduced a new metrics impact dashboard for Copilot aimed at enterprise administrators. This tool provides insights into user engagement across different AI adoption phases, including metrics such as average pull requests merged and median merge velocity. The dashboard also offers guidance for enhancing Copilot usage among developers.
Key evidence
- The dashboard categorizes users into adoption phases: Code-first, Agent-first, Multi-agent, and a Passive segment, displaying metrics like average pull requests merged per user per month.
- It includes a comparative analysis of throughput and speed between passive users and engaged Copilot users, helping identify areas for improvement.
- The dashboard visualizes cohort growth and pull request throughput over a six-month period, allowing administrators to track engagement trends.
Why it matters
This dashboard allows organizations to move beyond basic active user counts, providing a clearer picture of how developers are utilizing Copilot's features. By identifying licensed but inactive users, administrators can implement targeted strategies to increase engagement and adoption of Copilot's capabilities.
Source Excerpt
We’ve released a new Copilot metrics impact dashboard for enterprise administrators and organization owners. This dashboard helps you tell a deeper Copilot impact story by sharing not just who is…
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