AI‑Native Dentistry
Diana McQuirter, DDS
Clinical Intuition Meets Intelligent Algorithms
Dentistry Born Digital,
Centered On You.
Dentist. Artist. Futurist.
Dr. Diana McQuirter
Welcome.
This is my public lab notebook and creative home for reimagining dentistry through AI, data ownership, and thoughtful design.
Hi!
I’m Diana, a University of Michigan-trained dentist with over a decade of clinical experience.
I geek out on technology and AI and bring that energy into dentistry to make care safer, more precise, and far less exhausting for everyone.
My goal is simple: I want to build a world where your dental data works for you.
What I’m focused on
Dentistry lives at an awkward intersection: high-stakes decisions, differing clinical opinions, messy real-world data, insurance rules that that can be irrational, anxious patients, and the wonderfully unique personalities of real people.
My work lives in that gap.
In practice, I use advanced imaging, rigorous data, and creative design to spot problems early, make them easy to see, and treat patients with the same curiosity, rigor, and honesty I’d want for my own family.
current focus areas
CLARITY
Helping patients understand what they are seeing and why it matters
Trust
Making recommendations easier to explain and easier to evaluate
Workflow
Tools that reduce cognitive load for clinicians and teams
Education
Making dental knowledge easier to learn and easier to teach
We can move dentistry from “just trust me” to “let me show you,” so care feels transparent, personalized, and calm instead of confusing or scary.
For AI, Robotics, & Research Teams
I’m building an AI-native dentistry testbed
An app, multimodal educational music and videos, and clinic operations designed with technology as the foundation.
Here I plan to share my exceptional projects, prototypes and super cool ideas.
I’m especially interested in training humanoid robots to support clinical teams.
I want to use years of clinical intuition and empathy for patients to build safety-first software frameworks that protect people and improve treatment decisions.
I plan to build the Ground Truth dataset for oral health. Dentistry is full of edge cases that break current models. I want to properly and accurately document them.
Mission
To build AI-native dentistry that is smarter, more transparent, and deeply human — with patient-owned data at the center of everything.
“I’m building the next era of dentistry where your mouth isn’t a mystery, your data belongs to you, and AI beautifully does the homework so we can focus on trust, clarity, and care.”
— Diana McQuirter, DDS
THE STACK
Layer 1: Data
The software/records
DentalDNA
Patient-Owned Dental Intelligence
Your smile, your data, your control.
An AI-powered platform that puts you in full control of your dental images, records, and insights. It turns raw scans into clear, visual stories you can actually understand and act on — and connects you directly to real dentists for honest guidance and early detection.
Layer 2: Interface
The human-readable output/media
Molar Town Radio + Molar Town Universe (YouTube)
Science Meets Storytelling
Where frontier tech becomes fun.
Music, videos, and playful media that turn frontier tech, dental science, and robotics into stories everyone can actually enjoy. This is the creative engine that makes serious dentistry feel human, hopeful, and genuinely fun.
. . .
### Latest Drop: “Too Many (—) Em Dashes” 🎵
This little song is my funny take on the exact moment AI helps me write (and why I still have to wrestle it back into human mode). Super relatable if you’ve ever edited AI text! ⤵
. . .
. . .
Layer 3: Hardware
The physical implementation
Molar Town Office Blueprint
AI-Native Dental Office Blueprint, Designed for Humans.
A science-inspired dental experience.
A complete clinic and innovation center blueprint built around standardized high-quality imaging, intelligent digital workflows, and calm, patient-first design. It’s the physical home for DentalDNA and future robotics — where I’m also building the Ground Truth dataset for oral health and training frameworks for humanoid robots to support clinical teams.
What I Build
DentalDNA (Phone/Desktop App)
Your mouth’s data, translated into plain language.
A patient-first app that stores and analyzes dental records, gives people real ownership of their imaging, and uses AI-assisted visuals to explain what is happening in their body. Think of it as a personal, ad-free, super user-friendly, control center for your teeth and mouth.
Molar Town
Smart tools, kind people, more certainty.
An AI-native dental clinic and center of excellence designed around standardized imaging, rigorous data quality, and fully digital workflows that plug directly into DentalDNA and future robotics.
Molar Town Universe (YouTube)
Where dental science gets a plot and a soundtrack.
The creative studio that keeps my energy going. Music, videos, and visual experiments that turn frontier tech, dental science, and robotics into stories regular people can enjoy.
Featured Projects: Molar Town Radio
A genre hopping music series built around an anthem called “Welcome to Molar Town.” Songs and lyric videos that sneak real dental AI concepts into catchy hooks.
Science and Math Are My Default Setting
I like taking systems apart – not to break them, but to see how they could work better.
I map the hardest problems in dentistry, then build software prototypes, hardware configurations, and workflows that actually solve them.
I use art, AI tools, accurate science, and storytelling to turn those systems into something people can feel, not just read about.
Human Expertise.
Machine Intelligence.
Dentistry without Fear.
I focus on systems where human expertise and machine intelligence work together — catching problems earlier, explaining them visually, and building trust instead of anxiety.
This site is a living lab notebook for AI-native dentistry.
Wander, click, listen to the music, watch the prototypes take shape, and if something sparks, reach out. Let’s build the future of the mouth together.
Clinically trained. Future focused. Human first.