Dental100,000 synthetic rows in paid starter deliveryZero PHI

Dental Subspecialties Synthetic Claims

Generated-from-scratch synthetic metadata for Dental Subspecialties. Public marketing exposes teaser schema and methodology only; commercial datasets, scenario depth, readiness, traces, and delivery artifacts remain gated.

Denial patterns included

Oral Surgery synthetic workflow pressure
Orthodontics synthetic workflow pressure
Periodontics synthetic workflow pressure
Medical Cross Billing synthetic workflow pressure

Schema fields (sample)

{
  "claim_id": "...",
  "member_id": "...",
  "provider_id": "...",
  "payer_id": "...",
  "payer_archetype": "...",
  "provider_specialty": "...",
  "pack_id": "...",
  "claim_family": "...",
  // + claim_id, dos, billed_amount, paid_amount, ...
}

Public schema excerpts are available in the catalog. Full commercial schemas and paid-depth artifacts are delivered through governed access.

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Model PPO underpayment, downcoding, bundling, and frequency-limit behavior.

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Built by the team behind Upstream Care Intelligence

The same payer behavior patterns in this dataset power Upstream's live denial detection engine.

See the Care Intelligence Platform

Private preview access

Controlled access to public-safe samples and design-partner previews. Paid-depth scenarios, traces, documents, and generated artifacts remain gated.

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$299Per pack - paid delivery

Starter

100K synthetic rows

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