Claims

Claims workbench

Every claim is attached to a resolved member identity, checked by the rules engine under CLAIMS-ADJ v1 (version 1), priced, and either finalised, pended, or handed to the AI adjudicator and an examiner.

ClaimMemberServiceProviderProceduresBilledPlan paysRulesAIStatus
CLM-2026-005721
CMS-1500 · 2026-07-30
Alexander Marquez
UHC-84217-49
2026-06-30
Office
Meadow Physical Therapy
Physical Therapy · out of network
97110$224.00$80.80Clean approval—Approved
CLM-2026-027628
CMS-1500 · 2026-07-26
Alexander Marquez
UHC-84217-49
2026-06-21
Office
Mesa Internal Medicine Associates
Internal Medicine · in network
93000$97.00$40.14Clean approval—Approved
CLM-2026-014937
CMS-1500 · 2026-05-13
Alexander Marquez
UHC-84217-49
2026-04-23
Office
Evergreen Dermatology Clinic
Dermatology · out of network
11403, 11102$657.00$255.65Clean approval—Approved
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Top reason codes

Across rules and final decisions

How a claim is adjudicated

Deterministic first, AI second, people last

  1. Attach. The claim's member record is resolved through the identity graph; coverage is found by member ID or, failing that, by name and date of birth.
  2. Rules. Identity hold, eligibility, timely filing, duplicates, prior authorisation, network, medical-necessity edits, bundling, benefit limits, completeness and the high-dollar ceiling.
  3. Price. Contract or out-of-network allowance, then copay, deductible and coinsurance from the member's accumulators.
  4. AI review. Only claims the rules left for review go to the model, with every piece of evidence labelled. Its answer is validated before anyone sees it.
  5. Examiner. A person records the final decision with reason codes and a rationale; everything is hash-chained in the audit log.