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-2026-004048
UB-04 · 2026-06-22
Dylan Bowman
UHC-70202-76
2026-06-05
Emergency room
Sunrise Community Hospital
Emergency Medicine · out of network
71046$258.00—Left for review
DUP
—Needs review
CLM-2026-006219
UB-04 · 2026-06-13
Dylan Bowman
UHC-70202-76
2026-05-16
Outpatient hospital
Sunrise Heart Institute
Cardiology · in network
93015$628.00$0.00Clean approval—Approved
CLM-2026-004047
UB-04 · 2026-06-12
Dylan Bowman
UHC-70202-76
2026-06-05
Emergency room
Mesa Regional Medical Center
Emergency Medicine · out of network
71046$258.00$0.00Clean approval—Approved
CLM-2026-008481
CMS-1500 · 2026-03-18
Dylan Bowman
UHC-70202-76
2026-02-09
Office
Sunrise Cardiovascular Associates
Cardiology · out of network
99214, 93224$696.00$253.20Clean 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.