I help established businesses figure out where AI fits, what to build, and make it stick.

Structured diagnosis, practical solutions, real integration — for companies that want AI to work, not just exist.

How I Work

Diagnose

Understand what's really happening — interviews, process mapping, AI readiness assessment. No assumptions, no templates.

Build

Create what actually works — scoping, architecture, development, and integration tailored to how your business operates.

Integrate

Make it part of how you work — pilot rollout, team training, workflow integration, ongoing advisory.

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Case Study

How a 125-Year-Old Metal Fabrication Business Built a Modern Operating Capability Using AI

Empire Metal had 125 years of craft knowledge, landmark project photography, and a trusted reputation — but no system to translate those assets into digital visibility. Over four months, we diagnosed the real gaps, built the foundational infrastructure, and delivered an AI-powered operating system that runs on 45 minutes a week.

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Ready to figure out what's possible?

A 30-minute call to understand where you are, what you're trying to do, and whether I can help.

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