A practical playbook to deliver AI initiatives with Claude, Cursor, and Codex using a repeatable quality framework.
Delivery framework
- Objective/KPI scoping.
- Playbook and standards design.
- Pilot implementation.
- Quality validation.
- Handover and training.
RACI and responsibilities
A clear responsibility matrix defines who decides, executes, and validates.
QA and monitoring
- Definition of done.
- Regression controls.
- Incident tracking and continuous improvement.
