Digital smile design for aesthetic cases · Multi-agent R&D studio
AtlasMaster · Atlas Studio
For dentists and digital dental laboratories. From just two photographs, we deliver evidence-based tooth morphology recommendations from a parametric 3D morphology library, a facial-guided digital smile preview, and a production-ready CAD/CAM (exocad-compatible) work package.
Case submission will reopen through a new channel soon; contact only for now.
Voice Guide Maya:·
Fig. 1 — measurement and guide linesschematic · not a patient image
§ 01
How it works
Five steps. What we need from you: two photos, your form choice, and final approval.
Photographs
It takes two photographs: a full-face smile portrait and a retracted view. A phone camera is enough.
Cephalometric & dental measurement
Tooth proportions, facial midline, incisal curve, and gingival zeniths are measured directly from the photographs.
Morphology recommendation
You receive ranked tooth morphologies with clinical rationale; select your preferred form or specify the aesthetic line you want.
Guided clinical preview
We prepare a facial-guided digital preview with your selected morphology so you can compare before and after with an interactive slider.
CAD/CAM (exocad-compatible)
Once approved, your selected design is packaged directly for CAD/CAM (exocad-compatible) production.
Static view: 3D cephalometric measurement ↔ algorithm proposal simulation (JavaScript is required for the interactive module)
Not a real patient photograph. This is an algorithmic morphology simulation on a 100% synthetic model—not a diagnosis, treatment plan, or medical device output. Clinical decisions rest solely with the treating dentist. Shown on a single synthetic example (n = 1); results will vary across individual faces.
This is a visual simulation; it is not a diagnosis or a treatment plan.
CURRENT
DESIGN PROPOSAL
§ 02
Automation and agent support
During analysis, measurement and form ranking are automated; the studio checks every output before delivery. The clinical decision is yours.
01
Measurement
From two photos, tooth proportion, midline, incisal display and gingival line are measured automatically.
02
Form proposal
Based on the measurements and facial proportions, 5 primary and 3 alternative forms are ranked from the 3D tooth morphology library, each with its rationale.
03
Preview and gate
The chosen form is fitted onto the patient's photo with guide lines; tooth count and contour must pass an automated check before anything is sent to you.
04
Approval and delivery
You review the preview on a single screen, approve or request a change; after approval the CAD/CAM (exocad-compatible) work package is prepared.
Limit: Atlas does not diagnose, prescribe treatment or promise clinical outcomes; the decision is the dentist's.
§ 03
Atlas Studio · Autonomy and Essays
The live measurement scorecard of the same multi-agent architecture, the multi-voice Spark thesis method, and our published research essays.
Two shots: a full-face smile shot and a retracted shot, in daylight or flat light. A phone camera is enough. You can add an intraoral scan if you have one. Patient consent must be obtained prior to work, with patient identity kept out of file names.
Q02
What do I get?
5 primary and 3 alternative form suggestions, each with a short reason; a guide-lined before/after preview with your chosen form (single file); after your approval, a CAD/CAM (exocad-compatible) work package.
Q03
I don't have exocad. Can we still work together?
Yes. Form recommendations and the preview reach you without exocad. A CAD/CAM (exocad-compatible) work package is prepared only if you move on to the arrangement step.
Q04
Where does patient data stay?
Photos are processed and stored on the studio's devices. For the preview, only an anonymized mouth crop is sent to the cloud image model; patient names, file names, and identifying details never leave our devices. Write to us whenever you want them deleted. Details: Privacy and data note.
Q05
How do I find out the fee and turnaround?
Reach out via our contact email; turnaround and terms are given in our reply. We don't sell software; we prepare each case one by one.
§ 05 · CLINICAL DIGITAL INFRASTRUCTURE
Guided Patient Navigation & Clinical Digital Infrastructure
Alongside digital smile design, we configure structured medical data architecture and option-driven interactive patient guides tailored for dental clinics.
01 · STRUCTURED MEDICAL DATA & GEO
Structured Schema for Search & AI Assistants
We organize your clinic's branches, specialists, and treatment protocols with unified @graph JSON-LD schemas and /llms.txt indices so patients and search engines can access accurate clinical information.
02 · OPTION-DRIVEN PATIENT GUIDE & AUDIO TOUR
Controlled Pre-Information Without Free-Text Hallucination
Instead of open-ended chat boxes, patients navigate from broad clinical categories down to specific questions through a physician-approved decision tree, accompanied by an interactive 🔊 Neural Voice Site Guide.
03 · 3D CEPHALOMETRIC DESIGN & MOBILE ACCESSIBILITY
Our 478-point 3D facial mesh and QLoRA morphology workflow works seamlessly alongside mobile-first clinical pages and direct WhatsApp consultation routing.
04 · ENTERPRISE USAGE LICENSE & DATA PRIVACY
Clinic-Dedicated Architecture
The clinical decision tree and interactive voice guide are assigned to your clinic under an ATLAS-CORE Enterprise Usage License, operating in full compliance with local privacy standards.
CURRENT
DESIGN PROPOSAL
CURRENT
DESIGN PROPOSAL