PART OF AI STRATEGY
The AI Maturity Model.
Ten dimensions. Three levels. Five stages. One honest map.
The hardest part of an AI strategy engagement isn't recommending the next move. It's getting an organization to see itself accurately before the move is made. Most leaders overestimate their AI maturity in the dimensions they think about and underestimate it in the ones they don't. The Maturity Model is the instrument I use to fix that.
It is not a maturity score. It is a maturity surface. The whole point is that organizations don't advance uniformly. You can be Embedded on technology and Foundational on culture, Integrated in one function and barely Emerging in another.
THE INSTRUMENT
5 STAGES
01
Foundational
02
Emerging
03
Embedded
04
Integrated
05
Optimizing
3 LEVELS
Enterprise
Manager & Team
Individual
10 DIMENSIONS
Explore each below ↓
SECTION 01 · HOW MATURITY EVOLVES
Five stages. Each one is a phase shift, not a step.
Click a stage to expand the detail. Each stage changes what the organization can do, who it needs, and what risks it carries.
STAGE · 01 · EXPLORATION
~45-55% of orgs
Foundational
AI exists as individual experimentation. No coordinated strategy. Usage is ad hoc, often hidden from leadership. Value is anecdotal. Risk governance is absent. Most organizations self-report higher than this. Most organizations are here.
SIGNALS YOU ARE HERE
- No named AI owner, no AI budget line
- Pilots running without a strategy connecting them
- AI conversations are equal parts hype and uncertainty
- Tool decisions made team-by-team without coordination
HOW TO MOVE UP
- 01Name an executive sponsor with budget authority
- 02Write a one-page AI strategy that names what you will NOT do
- 03Pick two pilots with measurable success criteria up front
- 04Draft an AI acceptable-use policy before scale forces one
MATURITY STAGES
Click a stage →
SECTION 02 · WHERE IT GETS MEASURED
Three levels. Each one constrains the others.
Click a tier to expand the detail. The Enterprise level sets the ceiling. The Manager & Team layer is the relay where most transformation programs stall. The Individual level is the easiest to measure and the easiest to over-index on.
LEVEL · INDIVIDUAL
How individual contributors understand, adopt, and work alongside AI tools.
This is where literacy, comfort, and daily usage patterns live. An organization can have enterprise-level AI strategy and near-zero individual adoption. The gap between those two levels is where most transformation programs stall. This level is also the easiest to over-index on because it is the easiest to measure.
WHAT TO WATCH FOR AT THIS LEVEL
- Heavy AI usage in pockets, none elsewhere
- Self-reported confidence higher than demonstrated skill
- No shared vocabulary across the contributor layer
- People hiding AI use because the org hasn't said it's okay
ORGANIZATIONAL LEVELS
Click to explore →
SECTION 03 · WHAT GETS MEASURED
Ten dimensions. Each one connects to the others.
Click any piece to expand the detail. AI capability does not live in one place. It is spread across strategy, operations, technology, people, and governance. Persistent gaps in any single dimension can hold the whole organization at its lowest stage.
DIM · 01 · M · MANAGEMENT
Strategy & Value Realization
Strategy is what turns AI from a tools conversation into a business conversation. Without it, every AI initiative gets justified on its own and the organization has no answer to "why this and not that."
FOUNDATIONAL LOOKS LIKE
AI strategy is a few slides nobody owns. Initiatives compete for budget without shared criteria.
OPTIMIZING LOOKS LIKE
AI strategy is part of business strategy. Initiatives are prioritized against named outcomes with measurable returns.
THE QUESTION
Can three randomly chosen executives describe the AI strategy the same way?
TEN CAPABILITY DIMENSIONS
Click any piece →
THE ASSESSMENT
The AI Maturity Assessment.
The model is the map. The assessment is how I place your organization on it, and how that becomes a plan. Three inputs in, one maturity surface out.
INPUT · 01
Structured interviews
Across all three organizational levels. We separate self-perception from observable practice in the same conversation.
INPUT · 02
Artifact review
Strategy documents, governance policies, training materials, role definitions. The gap between what is written and what is practiced is where the diagnostic lives.
INPUT · 03
Calibrated survey
Behaviorally-anchored items run across the contributor layer. Wider than interviews, deeper than a temperature check.
OUTPUT
A maturity surface, not a score.
A heat map across all 10 dimensions and all 3 levels, showing where the organization actually is versus where it thinks it is. A prioritized roadmap of what to move first, with named owners and measurable signals.
The assessment typically pairs with AI Strategy Consulting work, the diagnostic surfaces the gaps, the strategy work designs the path to close them. They can also run independently.
GET ASSESSED
See where your organization actually is.
If you want the full multi-level, multi-dimension assessment, the fastest path is a conversation. If you want the lighter directional read first, ask about the waitlist for the self-guided version when you reach out.