AI Ready
The AI Ready Model · 2026

Stop asking
which tools.
Start asking
which floor.

Six levels. Six axes. One picture of where the practice actually sits, and the one move that would move it up.

01
Claim

Proficiency is shape, not score.

One number cannot describe AI practice, because the practice is uneven by nature. A team strong on culture and weak on build capability is not the same team as one strong on build and weak on culture, even when a composite score puts them in the same bucket.

The model uses six independent dimensions on purpose. They are enough to describe the shape with fidelity and few enough to hold the picture in one head. The shape is the diagnosis.

The six axes, at a glance

Each axis runs from the practice you are starting from to the practice that defines the field.

AdoptionBreadthToolCustomizationBuildCapabilityAutomationDepthAI-FirstCultureOperationalIntegration
01
Adoption Breadth
How widely AI tools are used across people and tasks.
02
Tool Customization
How far past the defaults the practice has gone.
03
Build Capability
Shipping internal AI workflows when off-the-shelf falls short.
04
Automation Depth
How much work is delegated, not assisted.
05
AI-First Culture
The cultural posture toward AI: defaults, norms, leadership behavior.
06
Operational Integration
How AI is woven into governance, measurement, and infrastructure.
02
Claim

The lowest axis sets the level.

Every team has a constraint axis: the dimension they have most neglected. The model's central operating claim is that the constraint sets the ceiling. You are only as AI-Ready as your weakest dimension.

This is the claim that does the work. It explains why tool-stuffed teams stall, why pilot programs proliferate without compounding, why “we use AI” can be true and irrelevant at the same time.

A team is as AI-Ready as its weakest axis.

Three illustrative shapes. Same total area; different floors. The first runs into a wall; the second compounds; the third just looks impressive.

A · Tool-rich, build-poor
Floor
Build capability
Verdict
Stuck at 03.
B · Even, working the floor
Floor
Verdict
Compounding upward.
C · Spiked, hollow
Floor
Operational integration
Verdict
Looks like 05. Acts like 02.
03
Claim

Levels are language, not awards.

Six level names (Curious, Adopting, Building, Delegating, First, Native) exist to give a shared vocabulary to people who would otherwise argue about adjectives. The point of a level is not the level. The point is the move from one to the next.

The six ascents.

The model names the plateaus where most teams pause. The next move is always the floor of the next step.

Curious01Adopting02Building03Delegating04First05Native06
01
AI-Curious
Aware, occasional, opportunistic.
02
AI-Adopting
Daily, but assistive. Defaults still rule.
03
AI-Building
Custom prompts, stitched workflows, the first internal tools.
04
AI-Delegating
End-to-end work runs on rails; humans review.
05
AI-First
AI is the first move on every new problem, not the last.
06
AI-Native
The work product itself assumes AI participation.
04
Claim

Proficiency is perishable.

Models improve, tools change, the field moves. A score taken in March will not describe the same team in September. The level definitions hold. The bar inside each one rises with the field.

The model is built to be re-run on a 60-to-90-day cadence: frequent enough to catch movement, slow enough that the change is real.

The teams that compound through
the next decade aren’t the ones
with the most tools.

They’re the ones with the highest floor.

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Free. Ten minutes. A six-axis radar and three concrete next steps.