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Practice Brain

4 articles
“AI-Powered” Is Meaningless Now. Here’s What AI by Design Actually Means.
AI Brain

“AI-Powered” Is Meaningless Now. Here’s What AI by Design Actually Means.

"AI-powered" has been attached to so many products it's stopped meaning anything — usually it's a chatbot bolted onto software designed before the AI existed. Here's what AI by design actually means, and why building intelligence into the foundation (not onto the surface) is what decides whether you can trust it.

Jun 3, 2026 Read
How to Grow Your Dental Group Without Growing the Overhead That Eats the Margin
DSO & Multi-Location

How to Grow Your Dental Group Without Growing the Overhead That Eats the Margin

Operational leverage — growing locations faster than the cost of running them — is the entire DSO investment thesis, and traditionally overhead eats it location by location. Here's how to grow a dental group without growing overhead in proportion, by removing the costs that scale with location count at the architectural level.

Jun 3, 2026 Read
The Seven Structural Problems Every Multi-Location Dental Group Eventually Hits
DSO & Multi-Location

The Seven Structural Problems Every Multi-Location Dental Group Eventually Hits

Every dental group grows into the same wall. These are the seven structural problems almost every multi-location group eventually hits — knowledge loss, variance, the autonomy fight, multi-PMS integration, month-end blindness, board risk, and runaway overhead — and the single layer underneath that addresses all of them.

Jun 3, 2026 Read
What “AI for Dentistry” Actually Requires: Inside the Architecture of a Practice Brain
AI Brain

What “AI for Dentistry” Actually Requires: Inside the Architecture of a Practice Brain

Most "AI for dentistry" is a general-purpose chatbot with a dental prompt — fluent, ungrounded, and willing to guess. Here's what AI for dentistry actually requires at the architecture level: a neural-symbolic Practice Brain grounded in your real data and bound by your real rules.

Jun 3, 2026 Read
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