Build from Zero

Building the Business Around the Opening

Turning a university research tool into a company that could run without me — inside a closed clinical healthcare market, built from zero.

The Situation

There was a real opening, not a company. University students had built a tool that flagged errors during cancer radiation treatment, and it worked in research. New government-backed quality standards were arriving, so demand for exactly this was rising. On paper it looked like a business. It wasn't — no customers, no team, no money, no name. And healthcare is closed: providers and vendors already know each other, and an unknown outsider has no way in.

What Had Actually Changed

Everyone saw a good product and assumed a business. The tool was good — good enough that selling it looked like the obvious move. That was the trap. It made everyone miss what wasn't there: no way in, no company behind it, no proof. A tool that works in research is a long way from something a hospital will buy and run — and a closed provider-and-vendor world doesn't open to a cold outsider, however good the tool.

The Rebuild

So I treated selling as the last job, not the first. The way in came from the university: it got the finished product free for its own use, we kept commercial rights on a modest revenue share, and a few of its people joined with a stake and opened doors a cold call never could. Borrowed credibility was the only credibility there was.

Then I built the business the product didn't have. The research tool was rebuilt into software that fit how clinicians worked. The first paying customer was a federal unit — one of the hardest places to start, and the reason it became the proof everything rested on. It ran free to build use, then moved to paid, with services as a second, repeating income line.

The Outcome

The commercial product went on to win a federal innovation award from the ONC — the credibility a cold outsider could never have started with, now earned. Behind it sat a marquee federal customer and steady service revenue. Everything the founder carried — deploy, qualify, onboard, support — was written into a playbook, so it no longer lived in one head.

It was handed to a new CEO and kept running, no customers lost.

Kept short on purpose. The longer version holds the harder part — the tensions, the trade-offs, and what fought back. Where it maps to something you're facing, I'll share the full account or walk you through it.