Origin Story

You go where you look.

The most expensive lesson I ever learned, and the one I have spent twenty years engineering around.

SCROLL ↓
Same Beginning
ROADthe sightlineSHOP BAY2005DEALER STACKthe systemAI PLATFORMtoday
THE BIKE

A new GSX-R, bought Memorial Day weekend, 2005. By November, 8,400 miles on the clock, half of them on one wheel.

THE SHOP

That same year, a friend's independent shop. Brakes, rotations, the tire machine, lube-oil-filter run like a pit stop.

Two machines. One year. One operator.

The Setup

3.3 miles. Stand up. One wheel.

I had hung them for years. That day the machine did exactly what I told it. Right up until I told it the wrong thing.

The open highway ahead, seen over the rider
The Mistake

Then I made the one mistake every rider knows.

Target fixation. I locked my eyes on the one thing I did not want to hit. The bike only ever went where I was looking.

The motorcycle at dusk, deep cyan grade
The Crash

Slid 350 feet.
Launched off a culvert.

Landed in the softest dirt on the planet, which is the only reason I am writing this. I walked away with a broken body and one permanent lesson.

The Lesson

You go where you look.

The only lesson a motorcycle ever teaches, written in capital letters.

The Method

Every business is a machine.

It responds to nothing but the engineer's input. Not intentions, not meetings, not the strategy deck. Input, response, destination.

InputResponseDestination
$2.4B
in dealer profit, credited with helping generate over 20+ years
One.
The ask is the same as the promise. One shot, one outcome. Revenue.
Built
an agentic market-intelligence platform and a meeting-intelligence pipeline
The Trap

Most companies are target-fixated on the guardrail and calling it strategy.

The competitor. The bad review. The vanity metric. Fixate on it and that is exactly where the business goes. Pick the destination instead. Make every input serve it.

Michael Donovan
The Role

I am the
onboard engineer.

Because the job has never changed. Figure out how the machine actually works, then make it work for the person paying the bill.

Your Move

Pick the destination.
Engineer everything toward it.

The Dealer's Best Friend · justmichaeld.com
Just Michael D
Just Michael D
AI Engineer · Founder · Automotive AI Platform Builder
justmichaeld.com