About the framework
An enterprise AI operating system, not a collection of pilots.
These are not isolated project problems. They are signs that the organization lacks an enterprise AI operating system. The Companion Toolkit helps you find those weaknesses before they become expensive failures.
Seven pillars
Capability is measured across seven connected pillars.
Strategy
Intent, priorities, funding
Business Architecture
Processes, capabilities, operating model
Information
Data quality, lineage, access
Technology
Platforms, integration, tooling
Governance
Policy, risk, oversight
Workforce
Skills, roles, adoption
Value
Benefits, measurement, realization
Four maturity stages
Your score maps to a stage with a clear priority.
1
Ad Hoc
Assess your maturity →
AI activity is fragmented, project-specific, and dependent on individual initiative. Begin by aligning leadership, defining business priorities, and creating an initial governance structure.
2
Emerging
Assess your maturity →
Promising capabilities exist, but methods, ownership, architecture, and measurement remain inconsistent. Focus on creating repeatable standards and strengthening organizational foundations.
3
Structured
Assess your maturity →
The organization has established methods, governance, architecture, and delivery practices. The priority is expanding adoption, demonstrating realized value, and increasing reuse across the enterprise.
4
Optimized
Assess your maturity →
AI operates as a governed enterprise capability with shared services, disciplined investment, measurable value, and continuous portfolio improvement.
Five-phase roadmap
A sequence you can fund and govern.
What the flagship assessment returns
Begin with the complete Enterprise AI Blueprint Maturity Assessment
- An overall enterprise AI maturity score
- A seven-pillar maturity profile
- Identification of your strongest and weakest capabilities
- A recommended starting point on the five-phase roadmap
- Chapter-specific guidance based on your results
- A prioritized list of actions for moving forward
- A downloadable executive maturity report
The framework is technology-neutral and applies to Microsoft 365, Copilot, Azure AI, Power Platform, Fabric, and other enterprise environments. Frameworks are drawn from The Enterprise AI Blueprint by W. Perry Underdown (Underdown Press).