Framework stage
Operationalization
AI becomes part of routine operations with governance, oversight, and repeatability.
Operationalization turns AI adoption into an enduring organizational capability. Governance, monitoring, documentation, and accountability become normal parts of how AI-enabled work is run.
This stage usually includes:
- clear governance and policy controls
- repeatable operating procedures
- performance monitoring and review
- ongoing training and capability development