Dental-Exclusive Annotation Partner

Dental AI Training Data.
Clinician-Grade Accuracy.

The only annotation partner built exclusively for dental AI—powered by licensed dentists, not crowdsourced labor.

Request Sample Annotations

Generic Annotation Services Weren't Built for Dental

Your AI is only as good as your training data. Yet most dental AI companies settle for solutions that create more problems than they solve.

Crowdsourcing Falls Short

General-purpose annotation farms with zero clinical training. Workers who can't distinguish a periapical lesion from an artifact.

In-House Is a Distraction

Building in-house means hiring clinical staff, managing annotators, and diverting your team from product development. Most companies underestimate the overhead.

No Dental Expertise

Generalist services spread thin across every domain. They label dental the same way they label satellite imagery.

Annotation Infrastructure Purpose-Built for Dental AI

Labrix combines clinical expertise with scalable annotation operations—delivering training data that meets the standard your models require.

Licensed Dental Professionals

All annotators are practicing dentists—BDS and MDS-qualified professionals with clinical diagnostic experience. No students. No crowdsourced labor.

111+ Pathology Categories

Comprehensive schema covering caries, periapical lesions, bone loss, restorations, implants, and anatomical landmarks—built on FDI standards.

Multi-Stage Quality Assurance

Consensus-based review pipelines designed for 99%+ inter-annotator agreement. Because one labeler's opinion isn't ground truth.

Scale Without Compromise

Infrastructure built to process tens of thousands of images monthly while maintaining clinical-grade consistency.

Clinical-Grade Annotation in Action

Annotated panoramic dental X-ray showing caries detection, impacted teeth identification, and periapical lesion detection with color-coded bounding boxes

Comprehensive annotation by licensed dentist—caries detection, impacted teeth identification, periapical lesions, and severity classification with precise bounding boxes.

What We Label

Image Types

  • Bitewing radiographs
  • Periapical radiographs
  • Panoramic X-rays (OPG)
  • CBCT slices (2D and 3D)
  • Intraoral photographs
  • Cephalometric images

Pathologies

  • Caries (incipient to advanced)
  • Bone loss / Periodontal disease
  • Periapical lesions
  • Fractures and resorption
  • Impacted teeth
  • Calculus, abscesses, cysts

Restorations

  • Fillings (amalgam, composite)
  • Crowns and bridges
  • Root canals
  • Implants and abutments
  • Posts and cores
  • Veneers and inlays

Simple. Fast. Reliable.

1

Send Your Images

Upload via secure transfer. We handle de-identification if needed.

2

We Annotate

Licensed dentists label with multi-stage QA. Typical turnaround: 5-7 business days.

3

You Receive

Annotations in your format of choice—COCO, YOLO, Pascal VOC, or custom.

Built by Someone Who Gets It

P

Paul

Founder

After years building AI systems and healthcare technology at scale, I kept seeing the same problem: dental AI companies forced to choose between expensive in-house labeling or unreliable crowdsourced data. Labrix exists to solve that—combining clinical expertise with the operational rigor these teams actually need.

  • Former Head of Engineering at AI company
  • 5 years at CVS/Aetna building healthcare platforms serving millions
  • Led infrastructure and security for enterprise healthcare systems

Request Sample Annotations

Tell us about your project and we'll send sample annotations on your images—or ours. No commitment, no pitch deck.

Or email directly: paul@labrix.ai

HIPAA-Aware Workflows
BAA Ready
Full Audit Trails
FDA Documentation Support