AI Maturity Model
Stages of organizational AI capability.
"Pilot ≠ production ≠ platform ≠ pervasive."
What is AI Maturity Model? Stages of organizational AI capability. Strategy phasing and investment sequencing.
Standard maturity frameworks from major analysts.
Strategy phasing and investment sequencing.
Benchmark honestly. Don't claim a stage you haven't reached.
Pick what to reward the model for.
Stages of organizational AI capability. In the wild: Standard maturity frameworks from major analysts.
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to AI Maturity Model
One tap. We'll point you at the most useful next surface based on how this hits.
The full taxonomy entry
Every concept in the Atlas uses the same structure — so AI Maturity Model can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would AI Maturity Model most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards AI Maturity Model?
- If we removed every payoff for AI Maturity Model, what behavior would replace it?
- Who benefits when AI Maturity Model persists — and who pays the cost?
- People defend the status quo using the language of ai maturity model.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.
See AI Maturity Model through 2 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know AI Maturity Model?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes AI Maturity Model?
Worked example, counter-example & concept map
On-demand AI analysis grounded in the Lab's research. Cached on your device after first run.
When you encounter AI Maturity Model, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.
Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.
See Prefrontal in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
Augmentation strategy vs. substitution strategy.
AI strategy = decisions about which capabilities to build and where.
Augment when judgment matters. Automate when scale matters.
Strategic choice on AI capability sourcing.
AI capability outpacing organizational ability to use it.
Specialized training on domain data.
Send the card, not just the link
A pre-rendered social card with the title, eyebrow, and URL. Copy the link, post it anywhere, or download the SVG for slides.
More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Every unnecessary element in a story must be removed, or it will be expected to matter.
Treating two things that move together as one causing the other.
Interdependent network of actors evolving together.
Percentage-of-AUM fees reward gathering assets regardless of net performance.
The mythical fully rational, self-interested, utility-maximizing agent neoclassical models assume.
Three-stage cycle: learn by seeing, learn by doing, learn by teaching — looped continuously.
A symmetric bell-shaped distribution where most values cluster around the mean.
Lowest-bid procurement produces lowest-quality outcomes.
Belief in one's ability to execute.
Block-grant structure transforms poverty reduction into revenue generation by excluding the needy.
A federal mandate intended to lower drug costs for the poor became a profit engine for hospitals and contract pharmacies.
Assuming qualities of one thing transfer to another because they are associated.