Copilot Enterprise Usage Monitoring Dashboard🌐ⵙⵖⵓⵏ

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A web-based dashboard prototype for one enterprise GitHub Cloud account, displaying daily and monthly Copilot usage per user/team, with configurable budget alerts. Operated by an internal admin and tested with 2-3 engineering teams (up to 30 users) over a 4-week period. Uses only enterprise-approved data and access. Unvalidated hypothesis; full brief: /blog/github-enterprise-now-includes-access-to-github--2026-10-28 Source: ⴰⵙⴽⵓⴷⵓ

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Enterprise administrators and engineering managers using GitHub Enterprise Cloud with bundled Copilot access, responsible for managing AI usage and budgets.

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Test if the dashboard provides more granular, actionable, or timely usage insights and budget alerts compared to GitHub's native reporting. Hypothesis: custom alerts and team-level breakdowns improve budget management and reduce feature lockouts by 20%. Proposed validation: Proposed pilot target: At least 2 engineering teams (up to 30 users) tracked for 4 weeks. Success if 90% of budget alerts are timely and actionable, and at least 80% of admins rate dashboard as more useful than existing tools in a post-pilot survey. Baseline: GitHub's b

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