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DentalIQ
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HIPAA-ready · Built for dental practices and DSOs

Structural dental intelligence.

Auditable findings, longitudinal structural risk, and evidence bundles your insurer and your lawyer will both accept.

Get early accessSee how it works

Assistive only. Clinician-controlled. Not a replacement for clinical judgment.

Built for the way dentistry actually works.

Whether you're a single operatory or a hundred-location DSO, the structural questions are the same. The answers should be too.

For solo and group practices
Consistency, defensibility, and longitudinal context — without changing your workflow.
  • Standardize how every panoramic gets read
  • Defend treatment recommendations with structural evidence
  • Track structural change across visits — not just isolated findings
  • Documentation that holds up under audit
For DSOs and multi-site organizations
Standardize structural reads across every operatory, every location, every clinician.
  • Cross-clinic structural consistency
  • Audit-ready documentation across every location
  • Surface outlier treatment patterns
  • Quality benchmarking on structural findings, not subjective ratings

How it works

Five layers, from anatomy to execution-readiness.

Each layer is deterministic, versioned, and reproducible. Outputs chain together so every claim traces back to a measurable structural fact.

  1. Layer 1
    Identify every tooth

    Instance segmentation, tooth numbering, and jaw separation as the foundation for every downstream metric.

  2. Layer 2
    Map the geometry

    Occlusal plane, arch midline, arch curvature, symmetry, angulation variance — quantified, deterministic, and versioned.

  3. Layer 3
    Track structural change

    Longitudinal deltas across visits. Stable, compensating, or deteriorating — with calibrated uncertainty.

  4. Layer 4
    Generate evidence bundles

    Hashable inputs, overlays, metrics, narratives, and reviewer chain. Audit-defensible by construction.

  5. Layer 5
    Export structural constraints

    Normalized frames, transforms, and uncertainty envelopes ready for AR, navigation, and planning systems. Future-facing.

Why DentalIQ

The structural intelligence layer of dentistry.

We're not a caries detector with a dashboard. We're the standardized, audit-defensible read on anatomy, geometry, and structural change over time.

HIPAA-from-day-one

BAA available. PHI stays inside your tenant boundary. Audit logging, access controls, and KMS encryption built in, not retrofitted.

Calibrated confidence

Abstains when uncertain. Out-of-distribution detection, image quality scoring, and per-device calibration mean fewer fabricated findings.

Evidence-bundle output

Every output traces back to a hashed input, a versioned model, a documented dataset lineage, and a reviewer chain.

Structural intelligence, not a caries detector

Anatomy-first. Longitudinal-aware. Designed to standardize how every panoramic gets read across every operatory and every visit.

Get on the early-access list.

We're onboarding a small set of practices and DSOs ahead of general availability. Tell us about your setup and we'll follow up.

Get in touch