AI advisory for mid-market operators

AI Strategy for Firms That Need Results, Not Theater

I help CEOs and operators turn AI mandates into working systems: assessment, governance, automation, vendor selection, and execution support.

Book a Fit Call See the Method

You Have the AI Mandate. Now It Has to Work.

Most mid-market firms are past the “should we use AI?” stage. The harder question is what to build, what to buy, what to govern, and what should never leave the whiteboard.

That is where I help: turning executive pressure into a practical operating plan, then helping your team ship the boring, defensible systems that produce measurable value.

The goal is not a demo. It is fewer manual handoffs, cleaner decisions, safer data use, and AI work that pays for itself inside the fiscal year.

This is built for firms that:

  • have roughly 50–500 employees
  • have an AI mandate, budget pressure, or board-level questions
  • need ROI, governance, and adoption — not another tool list
  • lack a full internal AI leadership function

How I Help

Three practical paths, depending on how much clarity and execution support you need.

AI Strategy Assessment

A focused review of your workflows, data readiness, AI usage, vendor exposure, governance gaps, and highest-ROI opportunities.

Explore the assessment →

Virtual Chief AI Officer

Fractional AI leadership for firms that need ongoing direction, prioritization, vendor judgment, governance, and delivery oversight.

See vCAIO support →

Executive Workshops

Practical working sessions for leadership teams that need shared language, realistic priorities, and a first set of decisions.

Plan a workshop →
Book cover: AI That Pays for Itself by Raymond J. Payne

The operating model behind the advisory work

The Book Proves the Method. The Advisory Work Applies It.

AI That Pays for Itself is the field guide: the case for practical, governed, operational AI that ships. It is not the product. It is the standard I use when helping firms decide what deserves budget, attention, and executive cover.

If you want the full philosophy first, read the book. If you already have a mandate and need help turning it into a plan, book the call.

Talk Through Your AI Mandate Read About the Book

Good Fit / Bad Fit

This saves everyone time. Useful AI work needs sponsorship, operational pain, and a willingness to fix process before chasing shiny tools.

Likely a good fit if you:

  • have executive sponsorship and a real business reason to move
  • want a defensible roadmap before committing to vendors
  • need governance that still lets useful work ship
  • care about adoption, workflow design, and measurable ROI

Probably not a fit if you:

  • just want a chatbot demo
  • expect AI to fix broken process without operational change
  • need a $500/month tool recommendation and nothing else
  • are trying to replace people before understanding the work

What the First 30 Days Usually Clarify

No theatre. We find the work, the risk, the data gaps, and the first decisions worth making.

  • current AI usage and shadow AI exposure
  • 3–5 workflows with credible ROI potential
  • data readiness and integration blockers
  • vendor and build-vs-buy decisions
  • governance guardrails for safe adoption
  • a practical 90-day execution roadmap

Have an AI Mandate?

Send the short version. If it looks like a fit, I’ll tell you what I’d look at first.

Want the Toolkit First?

The book’s companion toolkit includes the AI Readiness Assessment, ROI worksheet, vendor triage, use-policy template, first-90-days plan, and reference architecture.

If AI Is Now on Your Desk, Let’s Make It Useful.

The first call is a fit check. If I can help, I’ll say where I’d start. If I can’t, I’ll point you somewhere better.

Book a 30-Minute Fit Call →