Prepare your organization to succeed with AI.
I help boards and leadership teams set direction, assess readiness, and make informed AI investment decisions. Through advice, education, and independent review, I equip your people to lead the work themselves.
I've sat in the CEO seat. I help PE owners and portfolio leadership make the AI adoption decision deliberately, price the dependency before it's accepted, and build so a vendor problem can't take the business down with it.
AI adoption success is still the exception not the rule.
62%
PE respondents unable to link productivity gains to AI
EY
42%
Up from 17%. Companies scrapping most AI initiatives before production
S&P Global - 2025 Survey
80%+
AI projects that fail
RAND
What is possible when AI is done well?
5x
Greater AI-driven revenue increases.
3x
Greater AI-driven cost reductions.
3.6x
Greater three-year shareholder returns.
The difference is that the top 5% of companies, which we call future-built, have put in place the critical capabilities needed to make AI work at the level of innovation and reinvention as well as to boost efficiencies.
What do you want to do?
Unsure about where to start? Check out these resources.
What you leave with
Your board wants an AI plan. Your team needs to know how to build and defend one.
The leadership team is being asked where to invest in AI, what returns to expect and how the business will deliver them. They need the ability to assess those questions themselves.
I teach your team how to work through these decisions using your own business priorities and live investment proposals.
By the end of the engagement, your team will have developed its own investment recommendations, documented the assumptions and evidence behind them, and agreed the next steps and responsibilities. They will be able to explain:
Which business problem each proposed investment addresses.
Why AI is appropriate, and which alternatives they considered.
What the investment requires and how its results will be judged.
What to pursue, what to defer and what to reject.
They leave with a decision they can defend and a method they can use for the next one.
Don’t fund the next AI failure.
19 questions PE owners and portfolio company executives should ask before approving an AI initiative.
The Exit Narrative
At exit, every serious buyer asks three questions
Is AI Being Used?
Full transparency of intelligence integration across the value chain.
Is it Working?
Validated efficiency metrics and measurable margin expansion data.
What is it Worth?
Valuation anchored in defensible, proprietary intelligence workflows.
An AI native business answers these with evidence, not intentions. Your intelligence asset becomes quantifiable, your cost structure improvement becomes auditable, and your compounding lead becomes a structural differentiator.
A CLEARER APPROACH TO A COMPLEX REALITY
Deterministic by default.
AI by advantage.
Resilience by design.
Every use of AI buys a capability and creates a dependency on a model, a provider, and infrastructure the business doesn't control. The scarce skill right now isn't AI fluency. It's judgement: knowing where that trade is worth making, and building so the dependency can fail without the company failing with it.
This isn't an argument against AI. The businesses that win the next decade will use it aggressively. It's an argument against adopting it by default instead of by decision.
My Books
UNLOCK THE POTENTIAL OF AI WITH CONFIDENCE
Strategy & Value Creation
A SIMPLE YET POWERFUL PROCESS
ReSCUED - A Value Creation Framework
Break through growth barriers and create lasting value with proven strategies that deliver measurable results
