Bespoke AI Systems · $20M+ Operators

The custom AI your operation needs — and nothing it doesn't.

I find where AI actually pays, build the system that captures it, and improve it over time. One operator, end to end.

A free 30-minute call · no pitch, no obligation.
Most recent build surfaced $261,664.92 in overbilling and price creep for one client in year one. See how →

Three ways to work together.

Each has its own purpose — no forced sequence. Most begin with the Roadmap.

An outstanding example of how great software can simplify complex business challenges.
John Runske · COO, Roswell Marine
Read the full case study →
You work with the person who builds it. No account managers. No middlemen.
About the operator →
Questions

Before you book.

How long until it's running?

About a month to production at the earliest — a bigger scope can take longer. You'll see a first working version much sooner, in the first week or two, so there's real progress early, not a year-long wait.

What if it doesn't work?

Every build ships in stages on your own data, and you approve each one before the next — so you watch it work on your numbers before you're committed. And the $7,500 Roadmap fee comes off the price of your build, so the first step is never a sunk cost.

Do I need technical people on my team?

No. I build the system, host it, and run it — your team just uses it. If your capable people want to learn to extend it, that's what Teach Your Team is for, but it's never a requirement.

Is my data safe?

Your data lives in its own isolated, encrypted environment — a dedicated database, private-network access only, every touch logged, and encrypted off-site backups. Nothing sensitive goes to a third party without a data agreement in place. I host and secure it by default, or deploy it inside your own environment if your policies require — and either way, you own the code and data and can take it in-house anytime.

You're one person — what if you're too busy, or you disappear?

I take on two clients at a time by design — that's how the work gets built right and stays maintained. And because you own the code and data, you're never stranded: you could move it in-house or to another developer any time. You stay because it works.

What does it cost?

A fixed $7,500 for the Roadmap (credited toward your build), then custom systems from $40,000/yr — all-in, covering the build plus running and improving it. Every build is scoped and fixed-quoted before you commit.

Start

I only take on 2 clients at a time.

Depth over volume — it's how the work gets built right and stays maintained. Thirty minutes tells you whether one of those spots is yours — no pressure, nothing owed.