Efficiency Automation
AI optimizes the workflows you already run.
How we work
Read the structure. Redesign it. Coach the people who run it.
Nothing here is a maturity model. Each dimension is a state we can describe and change, and the sequence below is what we actually do with the answer.
The diagnostic
Seven dimensions. Where the organization actually is.
Not where leadership believes it is. None of the seven is a score, and none of them is a rung on a ladder: each is a state, and a state is something you can change on purpose.
Dominant Culture
Where the organization is, not where leadership thinks it is.
Decision Rights
Who allocates the resources and owns the outcome.
Cognitive Profile
System thinkers, executors and experimenters, and in what proportion.
Capacity Flow
Where freed capacity goes, and where it quietly does not.
Incentive Alignment
Whether the rewards support the target model or contradict it.
Cultural Readiness
Which teams are ready for which model.
Leadership Behavior
Whether what leaders do matches what they are asking for.
The choice
Three AI operating models. A choice, not a ladder.
None of the three is more advanced than the others, and moving between them is not progress. Which one fits depends on what the organization can carry, and that is what the seven dimensions read.
Augmented Specialists
AI amplifies expert judgment.
Autonomous Orchestration
AI coordinates complex decisions.
What you get
Mirror. Method. Mandate.
Three parts, always in this order, and not three stages of maturity. A finding nobody has funded changes nothing, which is why the third part exists.
Mirror
The diagnostic reads the seven dimensions and says where the organization actually is. Self-serve, and worth running again as the organization changes.
Method
What to do with what the mirror shows. Which work to sequence, which to redesign, which to stop, and which incentives have to move first for any of it to hold.
Mandate
The same finding written as a fundable case, in the language the person holding the budget decides in. This is the part a champion carries upstairs.
The coaching half
A redesigned system still has to be operated
We redesign the system. We coach the leaders inside it. Those are two different verbs on purpose: a system that has been changed around a leader who has not been supported to run it reverts, usually within a quarter.
Self
What the leader is actually optimizing for, including the parts they would not say out loud.
Alignment
Whether their stated priorities and their calendar agree.
Frames
The story they are using to explain the change, and whether it survives contact.
Expectations
What they have asked for, what people heard, and the gap between the two.
The engagement
Four moves, and none of them is a report
Diagnose
Read the seven dimensions. Name what is structural and what is only difficult.
Design
Redesign the decision rights, the incentives and the capacity flow, with the people who will operate the result.
Build
Run the first cycle under the new rules, with us in the room while it is still fragile.
Sustain
Coach the leaders until it holds without us, and stop.
Next
Start with the structure you cannot move
Tell us the decision that keeps not getting made, and who would have to agree to it. That is enough for a first conversation.