23 years inside real businesses.
Now I turn those systems into AI.

Operator. Not a tech person. Not a coach. Not a course-creator.

Why this site exists

There is a gap right now between two kinds of people talking about AI.

On one side, tech people explain how AI works — the models, the architectures, the benchmarks. They are right about a lot of things. They almost never tell you where the money is.

On the other side, marketers tell you AI will change everything, buy this course, the future is here. They are usually right that something is changing. They almost never tell you what an actual operator should do on Monday morning.

I sit in the middle. I run three businesses on AI right now. I've spent 23 years inside hundreds of others. I write this site for the operators in between.

The 23-year career that taught me the Operator Filter

I started selling in 2003. Cintas — uniforms and facility services. Five years walking into hundreds of businesses every week. Medical offices. Manufacturing floors. Law firms. Restaurants. Contractors. Every kind of operator, every kind of broken system. I watched what made money and what didn't from inside the door, not from inside a deck.

After that, broadcast advertising. Then seven figures on Amazon, Etsy, and eBay through a product line that earned an AARP Must-Have Product of the Year award in 2019. Then a 360-degree photo booth business serving hundreds of events. Then real estate. Then a GoHighLevel agency for service businesses.

The pattern across every one of them: the businesses that win don't have better tools. They have better systems. The tool is the easy part. The system is the moat.

After enough years inside enough businesses, you stop predicting. You start recognizing. You've already seen the same pattern work or fail somewhere else.

That recognition is what I call the Operator Filter. Every tool I recommend on this site has to pass it: used live in one of my three businesses, or personally verified by direct testing. Not theory. Not demos. Not "this should work." Real money, real workflows, on real days.

The three businesses I run today

Celebrate in 360 — A 360-degree photo booth and event activation service operating across the Southwest. Hundreds of events served. Built on a fully-automated GoHighLevel pipeline I run as one person.
Revenue Reclaimer — A small GoHighLevel agency for service businesses leaking leads to slow follow-up and missed calls. Vapi voice agents, GHL automations, ManyChat capture funnels.
Real estate operation — A single-agent residential business running on AI lead qualification, automated nurture sequences, and listing-to-close workflows.

Every blueprint on this site comes out of one of these three. If it isn't earning real money inside a real business, it doesn't ship.

What you'll get from subscribing

One blueprint per week — A specific AI workflow, the tool stack, the cost, and the operator angle. Free.
The daily show — "Crazy Ways AI Gets Money." A new operator-relevant AI workflow every weekday on TikTok, Instagram, YouTube Shorts, and across the rest of the platforms.
The /today/ page — Updated every morning at 5:30 AM Tucson time with whatever crossed my desk worth watching today.
No spam. Free. One-click unsubscribe. Operators only.

Subscribe and get the 5 free blueprints.

What I'm building next

The Beta Room — an operators-only community opening when the newsletter crosses 500 subscribers. Founding members at $97 / month. Monthly live build sessions, tool-stack reviews, shared blueprints, and direct access. If you want a heads-up before doors open, the newsletter is the front door.

23 years inside real businesses.Now I turn those systems into AI.