Built by a data geek the dental industry isn't ready for.
I'm not a 20-year practice manager. I'm the operator who watched 250 UK dental practices for a year, then spent two more years building the analytics layer that ran 244 of them. NorthchAIr is what I built next.
The visit. 250 practices. One year.
Four years ago I joined a SaaS company as a Product Manager. Twenty-three months later I was on a plane to the UK to scope the market. The brief was open-ended: understand UK dental.
From November 2023 to November 2024 — twelve months exactly — I visited 250 UK dental practices across every modality the country has. Private. NHS-mixed. Plan-based. Referral. Specialty. Ortho. Perio. Pedo. Single-chair. Three-chair. Twelve-chair.
I sat with the owners. I watched their numbers. I watched their teams. I watched the gap between data and action — the same gap, every practice, regardless of size or modality. The numbers were screaming. Nobody was listening.
I ate practice manager sandwiches. I sat through morning huddles that didn't use the data. I watched receptionists pull recall lists from spreadsheets that hadn't been refreshed in six weeks. I watched dentists guess at their treatment plan conversion. By month nine I knew what was missing — and it wasn't software.
The engine. Two years. 244 practices.
In late 2024 I came back from the field and started building. As the operator, I designed and ran the analytics, the recall systems, the multi-site benchmarking, and the AI tooling that ran across 244 practices in the book.
Eight pillars: recall, treatment plan conversion, production, claims, provider performance, front-office, retention, growth. A composite growth score. Per-practice intelligence reports. Worklists for receptionists. KPI dashboards for owners. An AI agent layer I prototyped to draft daily action items, weekly huddle agendas, monthly review packs.
I learned what 244 practices looked like through their data. Patterns started repeating. The same recall failures. The same conversion leak. The same fourth-chair empty on Wednesdays. The same gap between insight and action — even with the software, even with the reports, even with the dashboards.
Software solves visibility. It doesn't solve operations. That's a different layer. I started designing what that layer should look like — and then I left to build it independently.
The missing layer.
The platform I left is excellent software. The team there is excellent. I'm not leaving in conflict — I'm leaving with goodwill, taking nothing that isn't mine, and they remain a partner going forward.
But the missing layer was always operational, not software. The intelligence layer is built. What's missing is the actions layer— the cadence that turns insight into weekly motion. No PMS in the world — Dentally, SOE, R4, or any of the cloud leaders — fixes a recall list that nobody chases on Tuesday morning. No dashboard pulls treatment plan conversion up by 15% on its own. No analytics report turns into a weekly huddle agenda without a human running the cadence.
NorthchAIr is the actions layer.
The dental industry has been managed by gut for thirty years. Even in 2026, even with all the software bought, the practices that grow are the ones with one operator who reads numbers, talks to teams, and runs accountability — every week, without skipping. There aren't enough of those operators in the UK. There were never going to be.
NorthchAIr is one operator augmented by AI agents — running the cadence for a capped cohort of practices at a scale a solo PM never could. The numbers I saw across 244 practices say this works. The patterns repeat. The leverage is real. So I'm doing it.
What NorthchAIr is for me.
“A data geek with AI agents at the layer that's been managed by gut for 30 years. Built for practices that refuse to plateau and the owners who refuse to be average.”
— That's the brief. That's the whole brief.