
Matches certified technician output in independent clinical validation.
Ranked above every competing AI system in independent clinical testing.
Works with any scanner, any hardware, removing friction at every entry point.
Clinically validated and cleared for use in the United States.
Independently validated by the Ohio state university against certified dental lab technician and other AI platforms.
We built and ran a live dental case delivery operation on Atomica — every case, every step, from intake through delivery. That's how we validated the workflow, the economics, and the demand.
Patient case data is sent digitally.
We create the treatment design and approve it with the dentist.
We produce the case and deliver it to the clinic.
Running thousands of cases generated the workflow data and edge-case intelligence that no competitor can replicate.
We manage the case end-to-end and deliver the final product — currently live for Guided Surgery.
Dentists use Atomica AI to generate designs — they handle production.

3–5% of cases fail and restart — a meaningful share preventable with AI-powered verification before design begins.
7–14 day average turnaround driven by manual coordination, not lab capacity. The bottleneck is the service layer.
Hours per case spent on status, approvals, and revisions — labor cost that AI can eliminate.
digital design to physical product
When fabrication went digital, quality moved from the production floor to the design file. Whoever owns the design owns the outcome.
headcount to production volume
One person per $1M in production volume. The real cost — and the margin to unlock — is in the service layer above it.
dental lab service spend
One of the largest line-item expenses after payroll — This spend already comes from practice operating budgets — no IT buyer, no procurement cycle.
service layer automatable
The service layer is now automatable. Case verification, design, approvals, coordination, and support can now be automated with AI.
Practice submits the case — order placed and patient RX is captured.
AI verifies the case, flags scan issues, and readies files for design
AI generates the treatment 3D design — clinician receives a preview and approves with one click.
Atomica AI tracks every approval, communication, and support request in one unified case workflow.
Atomica AI routes cases to the right fulfillment partner and tracks delivery end to end.
AI powers the workflow. Atomica owns the case from scan to delivery.
The competitive landscape is fragmented by design — each player optimized for their own business model, not the practice's workflow. Atomica is the only company built to own the case, from scan to delivered product.
The price per case stays constant. What changes is the cost to deliver it. Every step AI takes over reduces service layer cost — and every basis point of margin flows directly to the bottom line.
5–10% of practice revenue — industry standard
200 Practices
$1K Monthly ARPU
1 Treatment types
400 Practices
$2K Monthly ARPU
Several Treatment types
Today: 5 net new practices per month.
Target by Month 12: 25–30 net new per month.
Ideal buyer: solo dentist or within a group / DSO — digitally active, outsources lab work. 1,000+ dentists already on self-serve represent a ready-made conversion pipeline.
Today: One treatment type live at $13K per practice annually.
Next: Crown & Bridge, The largest single treatment volume in dental.
$1.0K → $1.3K ARPU year-over-year — before adding any new treatment types. Each new treatment type captures more of the $60K annual wallet already flowing out of every practice.
We are not asking practices to spend more. We are asking them to spend with us instead of everyone else.
The business is near breakeven at $2.2M ARR. This round funds acceleration, not survival.
400 active paying practices
$2K monthly ARPU
500 active paying practices
$2.5K monthly ARPU
Go to market(60%), product (30%), and lab partner network (20%).
AI-native dental case delivery