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-2026-004765
UB-04 · 2026-08-13
Gregory James
UHC-64701-90
2026-07-15
Emergency room
Pinecrest Regional Medical Center
Emergency Medicine · in network
96374, 99284$1,636.00$770.00Clean approval—Approved
CLM-2026-016662
UB-04 · 2026-07-16
Gregory James
UHC-64701-90
2026-06-17
Emergency room
Riverside Regional Medical Center
Emergency Medicine · out of network
96374, 99283$1,319.00$484.20Clean approval—Approved
CLM-2026-019466
CMS-1500 · 2026-06-23
Gregory James
UHC-64701-90
2026-06-16
Office
Lakeside Dermatology Clinic
Dermatology · in network
99213$187.00$75.94Clean approval—Approved
CLM-2026-019615
CMS-1500 · 2026-02-01
Gregory James
UHC-64701-90
2025-12-25
Office
Sunrise Dermatology Clinic
Dermatology · in network
11403, 11102$880.00$505.60Clean 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.