ClaimRail · Closed Shaping Cohort

Dental claims intelligence, built by the operators who use it.

A federated AI for dental claims that runs on your own server. Patient data never leaves your office. The model gets smarter from every claim across the network — without any practice ever seeing another practice's data. Privacy is the architecture, not a policy promise.

What it is, in three lines

1

        Local install on your own server.
        Your patient data never leaves your office. Ever. Built on Flower (federated learning stack used by Mozilla, Samsung, Stanford, MIT).
      
2

        Network-trained, not network-exposed.
        The model learns denial patterns across every practice in the cohort. No practice ever sees another practice's data. The intelligence aggregates; the data does not.
      
3

        Aimed at the carriers' 20-year edge.
        Insurance carriers have had this kind of intelligence for two decades. Independent practices have never had it. ClaimRail evens that up — quietly, without giving up patient privacy to do it.
      

Who this is for

Independent dental practices, 1–15 operatories, who are tired of fighting the same denial patterns over and over with no leverage. Practices whose owners would rather build the network than be bought by it.

If you operate inside a DSO, this isn't for you yet. We'll have something separate eventually.

The honest part

This is a closed shaping cohort, not a product launch.

We're taking 5–10 practices to shape what ClaimRail actually does, what it costs, and how it gets installed. No charge during the shape phase. No commitment beyond honest feedback. Pricing gets decided after the cohort tells us what they'd pay — not before.

If you want in, the form below is how. There's no signup elsewhere. We'll read every single response.

Why this page exists

We brought a real fork in the road to a private group of 28,000 dental operators. One path was sign one DSO deal and move fast. The other was build the network for independent practices and move slow.

They voted to build it for independents. That vote is why this page exists. If you owned a chair and would have voted the same way, the cohort is for you.

Apply for the shaping cohort

Quick application. Eric reads each one.

Your name

Practice name

Your role

NPI number Your individual or practice NPI. We use this to verify you're a real provider — it stays internal.

Operatories

One denial pattern your practice has never been able to crack Be specific. Carrier name, CDT code, frequency. This is what ClaimRail trains on first.

Why you want in One or two sentences. Doesn't need to be polished.

No charge during the shape phase. No commitment beyond honest feedback. Eric will personally respond.

✓

Got it. We'll be in touch personally.

Eric reads every application. If you're a fit for the shaping cohort, you'll hear from him within a few business days — not from a sequence, not from a sales rep, just a reply.

If the cohort fills before we get to you, you'll go on the wait list with first right of refusal when the next round opens.

— Eric & Mila