Assess capability across five maturity levels.
Understand current strengths, gaps and the practical next steps required to scale AI responsibly.
Awareness, early ideas and limited experimentation.
Multiple pilots, emerging sponsorship and initial standards.
Production services, defined controls and clear ownership.
Reusable platforms, portfolio governance and broader adoption.
Continuous improvement, measurable value and adaptive governance.
Assessment dimensions
Strategy & value
Leadership alignment, investment priorities and business outcomes.
Technology & data
Architecture, platforms, integration and knowledge readiness.
Governance & risk
Ownership, policies, controls, approvals and oversight.
Delivery capability
Skills, methods, reusable patterns and product ownership.
Adoption & change
User engagement, role design, training and process integration.
Operations
Monitoring, support, cost, quality and continuous improvement.