Framework
The Capability-to-Value Framework
AI Organizational Capability & Value. From AI adoption to meaningful business value.
I developed this framework through AdaptivLabs, building on my research. It looks at how leadership, people, workflows, data, governance and adoption combine to support organizational performance and value realization.
Business context
Objectives, operating realities, existing capabilities and constraints.
Six capabilities
- Strategy & Leadership
- People & Skills
- Workflows & Processes
- Data & Technology
- Judgment & Governance
- Adoption & Value
Business value
Productivity, quality, innovation, customer outcomes and sustainable growth.
Public conceptual framework. Detailed diagnostic instruments, scoring procedures, evidence standards and assessment methodology remain proprietary to AdaptivLabs.