From AI to ROI for non-technical operators
I help business owners put AI to work in their businesses, without becoming developers.
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Worked with
From software architect to AI builder.
15 years as a software engineer and architect at Vanguard, an Amazon brand business built from 8 PM to midnight, and since 2024 one framework run across my companies and my clients': Audit, Optimize, Automate.
Ways to work with me.
Learn it
AI Operator Academy
A community for operators who want to build and sell AI services, with the AOA curriculum, weekly builds, and support to ship.
Join the Academy →Do it yourself
Knowledge Base Accelerator
Turn scattered company documents into a private, structured knowledge base your AI agents can rely on. 6 modules, 13 lessons, 21 implementation resources.
Get the Accelerator →Do it together
AI Concierge
Done-with-you consulting where we audit, optimize, and automate your workflows together.
Learn more →Built for you
Managed AI Agents
Agents built, hosted, and managed on top of your knowledge base: speed to lead, speed to quote, lead qualification, knowledge maintenance.
Learn more →Get The AI Owner-Operator
One AI system a week, from an engineer who runs real businesses.
Join thousands of operators. Free. Unsubscribe anytime.