We fix what breaks after you buy AI tools.

Adopt does not equal adapt.

Training teaches people what the tool can do. It does not change what they do on Tuesday. Adoption is a behavior problem, and behavior problems have owners, incentives, and friction. I find those three things and fix the order they run in. Your ROI is not the license. It is the capacity you free up and what you redeploy it to. You walk away with a plan, not a slide deck.

Three steps. One direction.

2/3 Rule Readiness Audit

Score all Eight Disciplines. Find the first one you're failing. Set your Use Rate baseline. Two to three weeks. Starts at $12,500.

AI Adoption Operating Model

Redesign how the work runs so the tool sticks. Decision rights, friction removed, reinforcement managers run, milestones scored on Use Rate. Eight to twelve weeks. Scoped after the audit.

CEO Advisory

Stay with it. Two working sessions a month, direct access between them, and a written Use Rate read-out every month: where AI touched the work, how many hours came back, where they went. Scoped after the audit.

Three ways AI stalls. One way it works.

No workflow.

A large food processor trained everyone on Copilot. No workflow redesign, no use cases, no guardrails, no governance. People learned the tool and went back to the work exactly as it was. Stalled.

IT left out.

A firm that wanted AI without involving the people who run its systems. No access, no data, no way to put the tool where the work happens. Stalled before it started.

The owner wouldn't use it.

An owner-led company where the leader would not learn the tool. The team got trained, looked up, saw nobody above them using it, and went back to what they did. Stalled.

Work redesigned first.

A mid-market industrial services firm that redesigned the work before scaling the tool, with managers running the reinforcement and Use Rate scored monthly. Hours are coming out of the work and the capacity is being redeployed. This one is working.

Thirty minutes to find out if this is a fit.

No deck. No pitch. Bring the tool you bought.