{"meta":{"title":"Measure and demonstrate the impact of GitHub Copilot","intro":"Understanding how Copilot is used across your enterprise is the first step to demonstrating its value. Follow this path to establish a usage baseline, see how code is being generated, and connect adoption to measurable outcomes.","product":"GitHub Copilot","breadcrumbs":[{"href":"/en/enterprise-cloud@latest/copilot","title":"GitHub Copilot"},{"href":"/en/enterprise-cloud@latest/copilot/tutorials","title":"Tutorials"},{"href":"/en/enterprise-cloud@latest/copilot/tutorials/roll-out-at-scale","title":"Roll out at scale"},{"href":"/en/enterprise-cloud@latest/copilot/tutorials/roll-out-at-scale/measure-copilot-impact","title":"Copilot usage metrics"}],"documentType":"article"},"body":"# Measure and demonstrate the impact of GitHub Copilot\n\nUnderstanding how Copilot is used across your enterprise is the first step to demonstrating its value. Follow this path to establish a usage baseline, see how code is being generated, and connect adoption to measurable outcomes.\n\n## Links\n\n### Phase 1: Choose metrics to monitor Copilot adoption.\n\n* [GitHub Copilot usage metrics](/en/enterprise-cloud@latest/copilot/concepts/copilot-usage-metrics/copilot-metrics)\n\n  Copilot usage metrics provide visibility into how Copilot is adopted and used across your organization, including engagement, activity, code generation, and pull request lifecycle trends.\n\n* [Data available in Copilot usage metrics](/en/enterprise-cloud@latest/copilot/reference/copilot-usage-metrics/copilot-usage-metrics)\n\n  Copilot usage metrics data is available through the dashboard and APIs, using a consistent set of fields to represent adoption, usage, and code generation activity.\n\n### Phase 2: Monitor usage and adoption\n\n* [Viewing the Copilot usage metrics dashboard](/en/enterprise-cloud@latest/copilot/how-tos/administer-copilot/view-usage-and-adoption)\n\n  Monitor adoption trends and use of Copilot to support long-term enablement.\n\n* [Tracking license activation and initial usage with Copilot usage metrics](/en/enterprise-cloud@latest/copilot/tutorials/roll-out-at-scale/assign-licenses/track-usage-and-adoption)\n\n  Identify and act on GitHub Copilot adoption signals and activation with usage metrics.\n\n* [Interpreting usage and adoption metrics for GitHub Copilot](/en/enterprise-cloud@latest/copilot/reference/copilot-usage-metrics/interpret-copilot-metrics)\n\n  Copilot usage and adoption metrics reveal patterns in how developers engage with Copilot across your enterprise.\n\n### Phase 3: See how code is generated\n\n* [Viewing the code generation dashboard](/en/enterprise-cloud@latest/copilot/how-tos/administer-copilot/view-code-generation)\n\n  The code generation dashboard shows how Copilot generates code across your enterprise, including activity from both users and agents.\n\n* [Lines of Code metrics](/en/enterprise-cloud@latest/copilot/reference/copilot-usage-metrics/lines-of-code-metrics)\n\n  Lines of Code metrics provide a directional measure of Copilot output by quantifying the lines of code suggested, added, or deleted across completions, chat, and agent features.\n\n### Phase 4: Connect adoption insights to engineering outcomes\n\n* [Achieving your company's engineering goals with GitHub Copilot](/en/enterprise-cloud@latest/copilot/tutorials/roll-out-at-scale/drive-downstream-impact/achieve-company-goals)\n\n  Plan your rollout based on GitHub's recommended approach for driving and measuring improvements.\n\n* [Viewing the Copilot impact dashboard](/en/enterprise-cloud@latest/copilot/how-tos/administer-copilot/view-impact-dashboard)\n\n  The impact dashboard shows how deeply your organization has adopted Copilot, and how that adoption connects to pull request output."}