Outcomes beat activity.
If it does not reduce cost, save time, increase revenue, or reduce risk, it is not work — it is entertainment.
AI Strategy. Product. Advisory.
Solution engineer and technology founder with 15+ years in enterprise technology. I build AI-powered products, advisory practices, and agentic systems that deliver measurable commercial leverage — not science projects.
Product Architect | Strategy Lead | U.S. Patent Holder

Operating Principles
Outcomes beat activity.
If it does not reduce cost, save time, increase revenue, or reduce risk, it is not work — it is entertainment.
Blueprint before build.
You should know where AI will pay back before you buy tools or design systems.
Workflow first. Tools second.
Tools are interchangeable. A clean workflow is not.
Small beats clever.
Reliable, boring automation wins. Fragile, 'smart' systems fail in production.
Guardrails are part of the product.
If it cannot be used safely by normal people on a normal day, it is not finished.
Active Ventures
I build and operate across four active ventures:
FX analytics SaaS for traders. Automating manual performance reporting into actionable insights. Live product, sole venture.
AI-powered website builder. A multi-agent pipeline that converts briefs into deployed Next.js sites. The site itself is built by the same agents it sells.
The governable agentic operating system. A 'Business-in-a-Box' that runs with the discipline of a real C-suite. Coming soon.
AI advisory partnership with Richard Webbe. Helping mid-market businesses move from AI novelty to measurable payback.
Substack
26 Mar 2026
This one isn’t a “fun” one.…
Read on Substack15 Feb 2026
Why I'm building a Sovereign OS in a world of autonomous hype.…
Read on Substack7 Feb 2026
No hype. No doom. Just three operators sharing what actually works (and what doesn't).…
Read on Substack