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Operator who writes the code

Stuart Wilson.

I build operating systems for work that keeps falling through the cracks. Then I run them long enough to know where they break.

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I run what I sell. That’s the whole trick.

I’ve been running a 75-tool AI system on my own operation 24/7 since early 2025. It’s called Dolphin. It handles CRM, prospecting, analytics, scheduling, and alerts when something needs attention. I built it, and I live inside it.

Most people demo. I dogfood. The useful question is never whether an AI can produce an answer; it’s whether the right event reaches the right system, with a clear owner and a safe next action. That’s what I build and test in public.

Four degrees. Decade in data. MBA. Architecture degree. Economics twice because apparently once wasn’t enough. And yes — I write the code.

10+
Years in data & operations
75
Tools deployed on Dolphin — and climbing
1
Custom AI agent running 24/7 on a Mac mini in my apartment

Work & Projects

Consulting
The AI Department You Can’t Afford to Build

Reporting that took 14 analyst-hours a week? Three now. Month-end close that took five days? Same-day. I scope it, build it, hand it off, and your team runs it. No junior handoffs. No deck that goes nowhere. The serious website →

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System Atlas
Systems I Actually Run

The working map: ColdStream, call intelligence, content, contracts, and the operating layer underneath them. What is live, what is being tested, and where a human stays in the loop.

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Writing
I Gave My AI a Diary and It Wrote 41,000 Words

Notes on what happens when you actually run AI systems instead of talking about them. Governance, identity, kill switches, and the time the agent did therapy on me by accident.

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Now

What I'm working on

Contact

Let’s talk.

If you're working on something hard — operationally, technically, or both — I'm usually interested. I don't do discovery calls that go nowhere, but I do good work fast.

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