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Dent.AI 3D GUIDE

Plan smarter.
Operate safer.

AI-built virtual patient. Universal surgical guide. Any implant system. Printed in your own office. No metal sleeves. No dedicated kits. No waiting.

650
CBCT slices per scan
15s
to segment a dental arch
>90%
Accuracy
Request access See it work in 47 seconds
Semmelweis spin-off Made in Budapest · Est. 2023
Drag to rotate
Arch segmented
15s · 92.4% conf.

The workflow

Five steps. Two days. Zero couriers.

  1. Step 1

    Scan

    CBCT and intra-oral scan — from the hardware you already own.

    Inputs DICOM · STL
  2. Step 2

    Segment

    The AI builds your virtual patient: hard tissue, soft tissue, one fused model.

    Runtime 47s
  3. Step 3

    Plan

    Place the implant on the model. The guide designs itself around your plan.

    Turnaround today
  4. Step 4

    Print

    The universal guide prints in your office. No courier. No third-party lab.

    Fabrication in-office
  5. Step 5

    Operate

    Guide seated, drill guided — exactly where you planned it.

    Time-to-OR tomorrow

01 — The conventional way

How many CBCT slices can a human brain comprehend at once to reconstruct anatomy in their head? Three.

And how many slices does an average CBCT have? 650. Add in dental implants, zirconium roundhouse bridges, motion artefacts and full-occlusion scans — and you're rethinking your career choice. We built Dent.AI so you don't have to.

3
Comprehensible at onceHuman brain
650
Slices per scanAverage CBCT
Module 01 · Anatomic Modeler

One virtual patient. Every procedure.

AI segmentation of CBCT, fused with IOS soft-tissue scans, into a single realistic 3D model. No artefacts. No "magical" 2-hour segmentation sessions. Nothing — just a clear 3D virtual model of the patient's anatomy.

"Oh god, not another flashy AI start-up." Yes — but the kind built by a periodontologist who got tired of endless clicking through semi-automatic tools. Built to make your life easier and your patients happier.

Engine
SegResNet — clinically validated above 90% accuracy for lower-jaw segmentations
Inputs
CBCT (DICOM) · IOS (STL) · optional panoramic
Output
One fused 3D model — hard tissue, soft tissue, and overlay
Use cases
Implants · augmentation · sinus lift · periodontal regenerative surgery
Read the science
Anatomic Modeler · v1.5
Slice 412 / 650 #21 · candidate Drag to rotate
Confidence
92.4%
Slice
412 / 650
Layers
Hard tissue Soft tissue Nerve canal
SegResNet · EU-hostedRuntime 47s

02 — Dent.AI 3D GUIDE

A modular planning system. One virtual patient powers them all.

The Anatomic Modeler is the central hub. Every other module — implants, augmentation, periodontal surgery — plans on the same 3D model. It doesn't matter what type of surgery you're planning: implant placement, augmentation, sinus lift or periodontal regenerative surgery. All can be done on one model.

Available

Module 01

Anatomic Modeler

AI-driven CBCT segmentation. Fuses IOS for soft tissue. The hub.

Avg. runtime 47s
Learn more →
Available

Module 02

UNI-Plan

Universal guided implant placement. No metal sleeves. No kit.

Print-to-OR same day
Learn more →
Roadmap

Module 03

3D Augmentation Planner

Plan alveolar ridge augmentation on the same virtual patient.

Beta Q3 2026
Join waitlist →
Roadmap

Module 04

Digital Periodontist

Periodontal regenerative surgery planning, on the same model.

In research w/ Semmelweis
Read research →

03 — How it's different

Three ways to place an implant. One you can do tomorrow.

Conventional

Static guide (legacy)

  • Dedicated per-brand surgical kit required
  • Metal sleeves shipped with the guide
  • Third-party fabrication · 5–10 day wait
  • Locked to one implant brand at a time
Hot take

Dynamic navigation

  • Expensive optical tracking hardware
  • Per-case calibration time
  • Steep learning curve for chair-side use
  • Six-figure hardware — still per-case setup
Dent.AI · UNI-Plan

Universal & print-on-site

  • Works with most major drill systems
  • 3D-printed sleeve inserts · no metal
  • Print in-office · operate the next day
  • Open format — dynamic nav drop-in later

Module 02 · UNI-Plan

Static guided implant placement?!?! Really?!?! In the age of dynamic navigation and robotic surgery?!?!

Well — yes. Many dentists still prefer the simplicity of static guides and don't invest in dynamic navigation systems (which, frankly, will eventually be replaced by robots anyway). And the open format of Dent.AI 3D GUIDE means we can integrate dynamic navigation later, when it makes sense. UNI-Plan is built for the dentists planning surgery on Monday, not the ones reading whitepapers.

— Daniel · Founder & Periodontologist

Module 02 · UNI-Plan

A universal guide. No kit. No sleeves. No wait.

UNI-Plan is a universal guide system. It doesn't require a dedicated guided surgical kit from any implant brand. It doesn't need metal sleeves. And you don't wait for a third party to fabricate it — the entire guide is 3D-printable on site.

Compatible
Most major implant drill systems
Sleeves
3D-printed insert system — no metal hardware
Fabrication
Print on site — no courier, no third-party lab
Time-to-OR
Plan today  →  operate tomorrow
UNI-Plan · v1.5
11.5mm Ø 4.2mm Print · ready Drag to rotate
Drill Ø
4.2mm
Depth
11.5mm
Sleeve
Printed
Guide
Print ready
Open format · prints in-officeExport · STL

04 — The science

How accurate is it? Thanks for asking.

We've published in high-impact journals on the validation of our segmentation model. The accuracy claim isn't marketing — it's peer-reviewed.

>90%
Segmentation accuracyFor lower-jaw segmentations in most clinical settings — independent of the operator.
COI
Clinical Oral Investigations
CBCT mandibular canal segmentation · n=120 · 2023 · DOI to follow
JoD
Journal of Dentistry
SegResNet on dentoalveolar CBCT · n=215 · 2023 · DOI to follow
JoP
Journal of Periodontology
Periodontal regenerative planning · n=84 · 2024 · DOI to follow
IJI
Int. J. of Implant Dentistry
UNI-Plan sleeve-less guide accuracy · n=60 · 2024 · DOI to follow
COR
Clinical Oral Implants Research
CBCT × IOS fusion in implant planning · n=98 · 2025 · DOI to follow

05 — From the chair

Periodontologists already planning on Dent.AI.

I used to spend two hours per case in semi-automatic segmentation — endless clicking. Now I make a coffee and the model is ready before I'm back at my desk.
Dr. Anna TóthPeriodontologist · Semmelweis University
The guide prints in our office the morning of surgery. Our patients don't notice. Our schedule absolutely does.
Dr. Mark WeberImplantologist · Charité, Berlin
Drill-system agnostic was the unlock. We didn't have to ask the clinic to change hardware to plan a single case.
Prof. László BeckerHead of Restorative Dentistry · ELTE

06 — Our story

It started with a single Google search.

The Dent.AI story began in 2019 with a simple vision: improve diagnostics in periodontology.

I (Daniel) was experimenting with methods for CBCT image segmentation when, through a single Google search, I met Csaba — a renowned expert in medical-imaging informatics and a core developer of the 3D Slicer platform.

What began as a research collaboration became Dent.AI Medical Imaging, and a few years later, Dent.AI 3D GUIDE. We're a Semmelweis University spin-off based in Budapest, with ongoing R&D partnerships across academia and industry.

2019
The Google search. Daniel meets Csaba. Research collaboration on CBCT segmentation begins.
2020
Dent.AI Medical Imaging Kft. founded as a Semmelweis University spin-off in Budapest.
2022
First peer-reviewed validations published. Anatomic Modeler enters clinical testing with university partners.
2024
UNI-Plan released — universal guided implant placement, no metal sleeves, printable on site.
2026
Dent.AI 3D GUIDE v1.5 rolling out with select EU clinics. 3D Augmentation Planner & Digital Periodontist in dev.

07 — Common questions

Asked by clinics before they sign.

Don't see yours? Email hello@thedent.ai — a real human responds.

Which implant systems does UNI-Plan support?

Most major drill systems on the market — the guide is universal, so we don't ship a per-brand kit. If your system isn't on the compatibility list, we'll typically add it within 2–3 weeks.

What CBCT scanners are supported?

Anything that exports standard DICOM. We've validated against the major vendors (Carestream, Planmeca, Sirona, Vatech, Morita) and accept third-party exports.

Where is patient data stored?

Inside the EU. Dent.AI 3D GUIDE is GDPR-compliant, with on-prem deployment available for hospitals that require it.

How is accuracy validated?

Above 90% on lower-jaw segmentations in peer-reviewed studies (Clinical Oral Investigations, Journal of Dentistry, Journal of Periodontology, Int. J. of Implant Dentistry). Validation is ongoing as we expand to new anatomy.

What about dynamic navigation or robotic surgery?

Dent.AI 3D GUIDE has an open format. Clinics that already use dynamic navigation can keep doing so on top of our planning. UNI-Plan is one option, not the only one.

Is Dent.AI 3D GUIDE CE-marked?

Yes. ISO 13485 certification is in progress. We work with notified bodies in the EU and can share documentation under NDA.

How does pricing work?

Per-clinic subscription, with per-case overage. University and research partners get a free academic tier. Talk to us.

Make your life easier · your patients happier

Bring Dent.AI to your operating chair.

Now rolling out with select clinics across the EU. Join the waitlist, or talk to a clinician on our team.

Talk to a clinician →

CE-marked · GDPR-compliant · ISO 13485 in progress · hello@thedent.ai