Sold tools, not answers
The vendor's diagnosis is always their own product
Applications are reviewed first. Qualified applicants will receive a
qualification call.
Not a webinar. Not a pitch.
Typically spent with AI vendors and consultants before anyone diagnoses the actual problem
What we seeAI projects we review turn out to be solving a problem the business didn’t have.
PatternTeams stay buried in repetitive work while the AI conversation stays theoretical.
From the fieldThe vendor's diagnosis is always their own product
Everyone has an opinion on AI. No one has a number
Repetition nobody has ever added up
Talked about for a year. Nothing on the P&L
The most expensive mistake mid-market companies are making right now.






The Diagnosis Map
We map where time and money actually go across your operation. The big marks are where work is repetitive, rules-based and high-volume the places AI pays. The small ones are science projects. That’s the whole session.
Every business we diagnose has a version of this map. Almost none have seen it before.
Twelve companies per cohort, senior consultants only.
are released on the 6th and the 20th—they go
fast so we keep the calendar honest.
A clear view of your highest-cost, highest-repetition work
Your top three, ranked by return not by what's fashionable
Ninety minutes on your business, not a presentation about AI. Guided by senior consultants who do this for a living. You leave with real numbers and you keep everything we produce.

A financial figure against every opportunity, built on your actual numbers

Three moves, in this order. The diagnosis told you which one is worth the money. The sprint is what happens next — a week, not a quarter, and a working system at the end of it.
Ninety minutes on your operation. Where the repetition is, what it costs, and which three fixes are worth the money
A number against every opportunity, built from your figures. If we can't put a number on it, we won't recommend it
We build the highest-value one and run it. Only after the number exists — never before
What the diagnosis found for a
recent 110-person business services firm

Ex-Deloitte Senior AI Product Leader & Automation Consultant.
Turns AI and automation into practical business outcomes.
Signature question: "Where can AI create the most leverage?"
Ex-NVIDIA Artificial Intelligence Consultant turning AI into P&L.
Connects AI strategy directly to measurable business value.
Signature question: "How does this translate into P&L?"
Operationalizing AI across business systems.
Embeds AI into workflows, teams, and business operations.
Signature question: "How do we make AI work operationally?"
I map AI opportunities that reduce time and cost.
Identifies AI opportunities that improve efficiency and reduce cost.
Signature question: "Where can we save the most?"Building software is no longer the hard part — the cost and the skill floor have collapsed. The expensive mistake is building the wrong thing quickly. The scarce skill is judgment.
Most mid-market AI spending is wasted because it starts with technology instead of the P&L
AI pays where work is repetitive, rules-based and high-volume. Everywhere else, it's a science project
If we can't put a number on it, we won't recommend it
Building is the easy part now. Choosing correctly is the hard part.