Choose the next investment
I compare the opportunities against the business constraint, likely value, cost and dependencies. You can see why one comes first and another waits.
The AI-Native Company
More capability from the company you already have.
I help established owner-led companies become AI-native. The work starts with your actual business and proceeds one measurable workflow at a time.
- 01
Read
Find the AI Gap.
I examine how your company works, identify the primary constraint and recommend one economically credible first move.
$999, fixed
What the read includes - 02
Prove
Change one thing that matters.
One workflow gets a baseline, a redesign and a working implementation. We measure the result before deciding what comes next.
Scoped from the read
How the proof works - 03
Redesign
Keep rebuilding around what’s possible now.
The first result informs the next investment. Work proceeds through the company in the order its economics justify.
Planned from the proof
What comes next - 04
Steward
An executive who stays accountable.
As your AI Operating Partner and Fractional CAIO, I own the ongoing priorities, delivery, adoption and results within our agreed scope.
Ongoing, separately scoped
See Stewardship
01 · Read
What would you build differently if intelligence were cheap?
The $999 read identifies the AI Gap in the workflows examined and recommends one bounded first move.
You receive a written account of the primary constraint, the economics it affects, what has become possible and where judgment should remain human. It is useful on its own, whether you continue with me or take the findings elsewhere.
What the read includes02 · Prove
The workflow is the proof.
We establish a baseline before making the change. I redesign one workflow, build or integrate what it needs and test it in ordinary work.
The result shows the difference in time, cost, quality or capacity, including the effort required to review and maintain it. You get a recommendation to continue, revise or stop.
How we prove the change03 · Redesign
What would this company look like if you designed it today?
With evidence from the first workflow, we decide what to change next.
Build on what is already working
Company context, reliable connections and lessons from the first deployment become useful in the next. Your existing software keeps the work it does well.
Carry the change into use
The person doing the work helps shape the new process. Instructions, decision authority and a way to handle exceptions are part of delivery.
Keep checking the economics
Actual use and results determine the pace. A workflow that adds cost or friction needs to earn further investment.
04 · Steward
An executive who stays accountable.
As your AI Operating Partner and Fractional Chief AI Officer, I take continuing responsibility for the agreed AI work across the company.
That includes priorities, architecture, builders and vendors, adoption, measurement and governance. The agreement names the systems covered, the decisions I own and the work that requires your approval.
What Stewardship includesScope and price
Each step earns the next.
| Stage | Price | Your decision |
|---|---|---|
| Read | $999, fixed | A standalone diagnosis and written recommendation. |
| Prove | Fixed scope and price agreed after the read | Whether one workflow is worth building and testing. |
| Redesign | Scoped from the proof | Which further changes justify the investment. |
| Stewardship | Agreed recurring fee | What continuing responsibility and capacity the business needs. |
Implementation, software costs and any specialist work are identified in the proposal. A request or introductory call creates no purchase or ongoing commitment.
Who this is for
You’ve built a business that works.
You want to see what it could do with the intelligence available now.
$500k+ in annual revenue
Established owner-led businesses, from a one-person company to a larger team. The scope follows the work and the economics.
You know the work from the inside
Customers rely on your expertise. Too much of your attention still goes to finding information, preparing it or moving it toward a decision.
AI should be doing more for the business
You may use it every day or be deciding where to begin. You want to know which opportunities hold up in your actual operation.
You can make room for the change
I need access to the relevant work and your judgment where it matters. We agree the time and decisions required before continuing.
Start with the real work
What would you build differently if intelligence were cheap?
Pick one workflow and walk me through it on a 20-minute call. I’ll tell you whether the $999 read makes sense.
Show me your workflowStart by sending a few details. I’ll respond personally, usually within two business days.
For a focused question
Work through a specific AI problem with me.
Private sessions give you 30 or 60 minutes around the app and task you bring. Each session stands on its own.
See private AI sessions →