From AI access to 92% active adoption in four months

The Challenge

Deploying GitHub Copilot was only the first step. The organization needed a consistent way to help developers use the technology confidently, responsibly and effectively, supported by clear governance, practical training and measurable value.

The challenge was to create an adoption model that could

• Establish clear governance for AI-assisted development
• Work within existing development environments
• Equip engineers to apply Copilot in their daily work
• Create recurring feedback between users and the program team
• Track adoption, licence utilisation and productivity
• Sustain usage beyond the initial rollout

The Solution

Aditi designed a structured adoption program that connected governance, enablement, integration, feedback and measurement.

• Governance: Established a common framework for AI-assisted development. This provided a consistent foundation for adoption across all 27 teams.
• Enablement: Conducted biweekly training to help engineers understand how to apply Copilot in their work, rather than leaving each team to determine its own approach.
• Integration: Enabled Copilot within existing development environments, allowing engineers to use it within familiar tools and workflows.
• Feedback: Created monthly feedback loops to support continued adoption and improve usage.
• Measurement: Tracked adoption, license utilization and time savings.