Six Assessment Dimensions Comprehensive Organizational AI Capability Evaluation AIBoK Maturity Model Individual Capability Prompt engineering, tool fluency, troubleshooting, output evaluation Foundation of all capability Workflow Integration AI embedded in documented, repeatable business processes Productivity multiplier Knowledge Management Prompt libraries, best practices, organizational sharing systems Capability scaling enabler Governance & Quality Validation standards, security, compliance, ethical use Risk mitigation essential Strategic Alignment Executive vision, resource allocation, competitive positioning, ROI Resource enabler Change Enablement Training infrastructure, champion networks, cultural readiness Scaling foundation Assessment Methodology Each dimension assessed through 10 questions measuring observable behaviors Scores (1-5) aggregate to overall organizational maturity level 15-20 minute assessment • Immediate diagnostic report • Training prescription