Organisation-wide AI adoption
Energy markets · trading · software delivery
Took AI coding assistants from an unmanaged pilot to a governed standard: acceptable-use and security policy cleared with legal and infosec, enablement for every team, and a usage and ROI metrics framework that gave the executive a defensible business case.
- 90%+
- engineer adoption of AI tools
- 80%
- increase in pull-request throughput