Summary
GitHub Copilot usage metrics now include AI adoption phase/cohort data. DevLake’s gh-copilot plugin and Copilot dashboards currently don’t ingest or visualize this dimension, so we can’t track adoption maturity across cohorts.
Problem
Current ingestion and dashboards cover activity/acceptance/PR metrics but miss:
- aggregate phase cohorts (
totals_by_ai_adoption_phase) from org/enterprise daily reports
- per-user phase assignment (
ai_adoption_phase) from user daily reports
This blocks cohort-based analysis (for example phase progression, engagement by phase, and phase-level productivity signals).
References
Summary
GitHub Copilot usage metrics now include AI adoption phase/cohort data. DevLake’s
gh-copilotplugin and Copilot dashboards currently don’t ingest or visualize this dimension, so we can’t track adoption maturity across cohorts.Problem
Current ingestion and dashboards cover activity/acceptance/PR metrics but miss:
totals_by_ai_adoption_phase) from org/enterprise daily reportsai_adoption_phase) from user daily reportsThis blocks cohort-based analysis (for example phase progression, engagement by phase, and phase-level productivity signals).
References
https://github.blog/changelog/2026-05-29-copilot-usage-metrics-api-adds-cohorts-for-ai-adoption/
copilot-api-schemas/usage-metrics/enterprise-1-day.md(totals_by_ai_adoption_phase)copilot-api-schemas/usage-metrics/enterprise-users-1-day.md(ai_adoption_phase)copilot-api-schemas/usage-metrics/org-users-1-day.md(ai_adoption_phase)