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-2026-018326
UB-04 · 2026-07-09
Thomas Luna
UHC-64102-71
2026-06-20
Outpatient hospital
Sunrise Heart Institute
Cardiology · in network
93015$401.00$0.00Clean approval—Approved
CLM-2026-005504
CMS-1500 · 2026-06-02
Thomas Luna
UHC-64102-71
2025-12-03
Independent laboratory
Canyon Reference Lab
Clinical Laboratory · in network
85025$69.00—Denied by rule
CO29
—Denied
CLM-2026-034181
CMS-1500 · 2026-03-26
Thomas Luna
UHC-64102-71
2026-03-03
Office
Pinecrest Bone and Joint Center
Orthopedic Surgery · in network
20610$232.00$83.84Clean approval—Approved
CLM-2026-032957
UB-04 · 2026-01-28
Thomas Luna
UHC-64102-71
2026-01-16
Emergency room
Lakeside Regional Medical Center
Emergency Medicine · in network
71046, 99284$1,460.00$725.45Clean 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.