About Robert
Four decades of building, breaking, and rebuilding.
Every pattern became a framework. Every framework became StackFast.
From a family RV dealership in Rapid City to founding StackFast Technologies — a 40-year journey encoding what operators actually know into decision systems others can use.
The Operating Story
It started at Mid-States Campers in Rapid City, South Dakota. A family RV dealership. I ran every department — sales, service, finance, IT, parts, accounting. Not because I wanted to. Because someone had to. The business grew from $2.5 million to $15 million over five years, but the revenue wasn't the point. The point was that running everything forced me to see how all the pieces connected.
When you operate every function of a company, you start noticing things that specialists miss. Which decisions actually compound. Which shortcuts always cost you later. Where the real leverage hides. You don't learn that from a book.
In 2008, I tried to turn that into software. CleverQ was customizable business dashboards — an attempt to organize scattered data into structured decisions. The idea was right. The technology wasn't ready for what I actually wanted to build. So I moved on.
Then came consulting, real estate, advertising (sold RecWorld to a national billboard company), the Bakken oil fields (Suds Laundry World), and six years running operations at a Harley-Davidson dealership. Different industries, same observation: the gap between what experienced operators know and what gets captured in any system is enormous. That's not a training data problem. It's a decision architecture problem.
40 Years of Figuring Things Out
Mid-States Campers
Family RV dealership in Rapid City. Ran every department — sales, service, finance, IT, parts, accounting. Learned more about how businesses actually work than any MBA program could teach.
CleverQ Software
Tried to turn what I'd learned into software. Business dashboards that organized scattered data into something useful. The idea was right. The technology wasn't there yet.
RecWorld · Suds · Harley-Davidson
Advertising, oil fields, dealership operations. Different industries, same lesson: the people running things know more than they can articulate, and that knowledge walks out the door every day.
The Turning Point
Started applying systematic research to personal health after losing people close to me. Used AI to dig into the data. The process itself became the insight.
StackFast Technologies
Went full-time on the thing I'd been circling for 40 years. A system that captures how experienced operators actually think — not just what they know.
AI6 + CogentCast Launch
Multiple AI models working together. CogentCast as the first real consumer of the SDK. Still building. Still learning what works.
“What stands in the way
becomes the way.”
— Marcus Aurelius, engraved on Robert's Dalvey compass
I lost people close to me to preventable disease — cancer, heart disease, metabolic conditions. So I did what I always do: dug into the data, built a system, and followed it. Applied the same approach I'd used in business to my own health. It worked. But more importantly, the process itself became the template for everything that came after.
From Health Hack to Decision Architecture
The health work forced something into the open. The pattern recognition that had been running in the background for 40 years of operating businesses — it became explicit. I could see the frameworks. And once you can see them, you can encode them.
Same approach as everything else: take what you know implicitly, make it structured, make it repeatable, measure the results. Nothing magic about it.
Turns out the industry later started calling this approach "Intent Engineering" — encoding organizational purpose into AI infrastructure. I didn't know the term. I was just trying to solve a problem I'd been staring at for decades: how do you capture the way experienced people actually think, not just what they know?
That's what StackFast does. It captures how operators think and turns that judgment into a system others can use.
"In Jeans, Not Robes."
Direct. Operator-Built. Anti-BS.
I'm not an academic. I'm not a consultant. Every framework in StackFast came from running actual businesses — RV lots, oil fields, dealership floors. The patterns weren't designed in a lab. They were earned over time, usually the hard way.
That's the whole philosophy. Build from experience. Skip the jargon. Make it useful.
What the Work Actually Covers
Strategic Planning & Execution
Started businesses, ran businesses, closed businesses. Some worked. The ones that didn't taught more. That's the actual education.
Systematic Thinking
After enough years running operations, you stop solving individual problems and start noticing the patterns underneath them. That's what got encoded into frameworks.
Technology + Operations
Built CleverQ when dashboards were the answer. Built StackFast when AI infrastructure became the answer. The through-line is the same: make what operators know usable by others.
Health Optimization
Applied the same systematic approach to personal health. Tracked everything, questioned everything, changed what the data said to change. Still a work in progress.
"Focus on systems, not just outcomes. Build frameworks that scale beyond individual decisions."
— Robert Trupe
