The systems I build are meant to outlive me — not frozen in time.

Thirty years of security-first systems for regulated operations — built in the field, a decade ahead of the market.

The future, built before the market asked for it.

Field-driven systems, built where the operators are, not theorized around a table.

Security was never the feature. It was the requirement.

Learned beside the people who carried the risk.

Now — the proof.

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The pre-interview

Thirty years, told before the business conversation.

I didn’t arrive at agentic systems from a whiteboard. I got here from the rooms where the data actually lives — and where it quietly lies. Three decades of learning which numbers to trust, which to interrogate, and how to build machines that do the interrogating for you.

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That’s the story. Now the proof — the systems it built, running.

Systems / venture ecosystem

Architectures built to outlast the meetings that approved them.

Grounded AI advisory

A casino loyalty application, torn down.

WakeWallet is one sovereign cell — a casino budget, loyalty, and play-advisory application for cruise players, with Zeus aboard as the gated AI advisor. Credit-card statements are parsed on the member’s own device, so card and account numbers never leave it; only confirmed cruise charges sync. The app opens and does all of its math with no connection at sea — reads serve a cached snapshot, writes queue and replay safely on reconnect. Zeus answers strategy questions from a versioned knowledge canon — ten cruise-line loyalty programs plus craps game theory — drift-checked on every build, and only ever answers as Zeus.

Card or account numbers that ever leave the member’s device

Agentic operations

This website, torn down.

matthjones.com is one sovereign cell, completely isolated from any other project. When a request from a real user is received, Zeus, Matt’s AI operator, verifies it and responds to every prospective lead with a cordial email offering available meeting times. He books and confirms with the lead, even making changes if needed. Every output from Zeus passes through a deterministic validation bracket before it can act or be spoken. Matt has full visibility into the entire loop and is notified if there is an urgent request, all from Google Chat directly with Zeus.

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Inquiry to real calendar offers in the lead’s inbox

Latest thinking

How I reason about the systems worth building.

Jul 8, 2026
The 2027 API Collapse: Why the AI Wrapper Model is Dead
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By 2027, commercial API costs, grid limits, and regulatory interference converge on a mass insolvency event for AI application layers. The financial, municipal, and technical data says the wrapper model is already dead: own the hardware and the weights, or be priced out.

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Two ways in.

Work with me

Advisory, architecture, or a full build. A short qualifying brief starts the conversation.

Broadcasts

Field notes on the systems I build, sent when there is something worth sending.