The Electrician, Not the Professor
Every week, another headline tells business leaders that AI is changing everything. And every week, another operations manager stares at their screen wondering where to actually begin.
The gap between AI hype and AI reality isn't a knowledge problem. It's an implementation problem. Businesses don't need more information. They need someone who's done the work 120 times to hand them the tools and say "start here."
That's what I do. You don't hire me to explain how electricity works. You hire me to wire your building so the lights turn on.
A Decade of Building What Works
2015 — Hands-On Engineering
Started building production systems — full-stack development, API integrations, and technical infrastructure for growing businesses.
2019 — Process Automation
Began replacing manual workflows with automated systems. CRM integrations, data pipelines, operational dashboards — the kind of work that saves teams 10+ hours a week.
2022 — AI Implementation
Deployed the first AI-powered automation for a client. Document processing, support triage, knowledge assistants. Saw the same patterns repeat across every project.
2026 — Productised Toolkit
Packaged 120+ projects worth of patterns into the AI Ops Vault, the AI Revenue Roadmap, and the AI Ops Accelerator.
The Philosophy
AI should work quietly in the background while you focus on running your business. No jargon. No hype cycles. No six-figure consulting engagements. Just working systems.
After a decade building AI systems across 15+ industries, I stopped selling my time by the hour and started packaging what I know into tools anyone can deploy.