AI FACTORY MATURITY MODEL

Benchmark the capability.
Plan the next move.

A practical model for evaluating how consistently your organization turns AI opportunity into secure, governed value.

LEVEL 01

Explore

Disconnected experimentation with limited standards, ownership, or reusable infrastructure.

LEVEL 02

Establish

Initial platforms, use-case criteria, policies, and delivery roles take shape.

LEVEL 03

Operationalize

Repeatable delivery and governance patterns move priority systems into production.

LEVEL 04

Scale

Shared services, product teams, continuous evidence, and portfolio governance expand adoption.

LEVEL 05

Optimize

Enterprise learning loops continuously improve value, risk, quality, speed, and cost.