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-2026-014818
UB-04 · 2026-08-04
Maria Palmer
UHC-45838-69
2026-07-28
Outpatient hospital
Canyon Diagnostic Imaging
Radiology · in network
71046, 70553, 76700$2,394.00$805.11Clean approval—Approved
CLM-2026-016861
CMS-1500 · 2026-05-29
Maria Palmer
UHC-45838-69
2026-04-22
Office
Evergreen Family Practice
Family Medicine · in network
36415, 99214$291.00$168.02Clean approval—Approved
CLM-2026-033281
UB-04 · 2026-04-03
Maria Palmer
UHC-45838-69
2026-02-18
Outpatient hospital
Lakeside Imaging Center
Radiology · in network
76700, 77067$782.00$95.83Clean 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.