What's not working
Copilot licenses aren't a transformation.
Rolling out GitHub Copilot to your engineers is the easy part. Turning your software team into an AI-powered engineering organization is the work.
Tools without workflow
A Copilot seat speeds up the keystroke. The review process, the test gates, and the deploy pipeline still look the way they did before AI.
Adoption you can't see
Without benchmarks beyond what GitHub shares, you can't tell who's actually working AI-first, or where the lift is going.