A request arrives with context
Customer history, relevant documents and missing details are assembled before you or a colleague makes the call.
AI Operating Partner · Fractional CAIO
Build the company you’d build if intelligence were cheap.
I help established owner-led companies become AI-native without starting over.
We redesign your company around what’s possible now, one measurable workflow at a time.
For businesses doing $500k+ a year, including one-person companies.
The AI Gap
You can have twenty AI tools and still have essentially the same company.
A customer sends an unusual request. You read it, find the history, check what was promised and work out what happens next. AI may help you write the reply. Getting it ready still takes you.
That is the AI Gap: the distance between how your company operates today and how it could operate using today’s capabilities.
I look for the parts of the work that exist because understanding information used to require a person. Then I determine which of those parts can change.
The idea
Your company was designed when intelligence was expensive.
Reading a request, assembling context and interpreting what mattered once required human attention. Businesses organized their work around that fact.
Software can now do more of that work. The opportunity reaches into the way your company operates: what it can handle, how quickly it responds and how much still has to pass through you.
Company-Level AI makes the whole company more capable.
Read the ideaWhat changes
More capability from the company you already have.
Proposals take less preparation
The first draft draws on the brief, past work and your pricing rules. You approve the scope and commitments.
You can ask the business a question
Current information becomes available with its sources, so decisions spend less time waiting for a report.
More work becomes worth taking on
A faster, less labor-intensive process can create capacity for business you currently have to turn away.
Illustrations of what can change. The read establishes which opportunities are credible in your business; the proof measures what happens.
The AI-Native Company
Read → Prove → Redesign → Steward
Start with a $999 read. Each later stage is scoped from what the work reveals.
- 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
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.
Your AI Operating Partner
You keep running your business. I own the transition.
My background is enterprise architecture and automation. I work where people, data, software, workflows and decisions meet.
I find the opportunities worth pursuing and carry the work into use. That includes deciding what to build or buy, making the economics visible and keeping human authority explicit.
About JacobSee how I work
Inspect the work before a first call.
Six published Notion operating systems and four composite demonstration reads show how I model a business and reason about what should change.
Published operating systemsSee the structure of real work →Composite demonstration readsFollow the reasoning →
The demonstrations show the method. Measured client results will be identified as such.
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.