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-2026-025992
UB-04 · 2026-10-04
Raymond Banks
UHC-72994-01
2026-09-29
Outpatient hospital
Pinecrest Diagnostic Imaging
Radiology · in network
76700, 71046$706.00—Denied by rule
CO27
—Denied
CLM-2026-018918
CMS-1500 · 2026-06-09
Raymond Banks
UHC-72994-01
2026-05-29
Office
Lakeside Internal Medicine Associates
Internal Medicine · in network
80053, 93000$149.00$72.38Clean approval—Approved
CLM-2026-004463
CMS-1500 · 2026-05-11
Raymond Banks
UHC-72994-01
2026-03-14
Independent laboratory
Northgate Clinical Laboratories
Clinical Laboratory · in network
87086, 80061, 83036, 80053$249.00—Left for review
REPL
—Needs review
CLM-2026-004462
CMS-1500 · 2026-04-21
Raymond Banks
UHC-72994-01
2026-03-14
Independent laboratory
Northgate Clinical Laboratories
Clinical Laboratory · in network
87086, 80061, 83036, 80053$249.00$0.00Clean approval—Approved
CLM-2026-006765
CMS-1500 · 2026-03-23
Raymond Banks
UHC-72994-01
2026-02-14
Office
Sunrise Dermatology Clinic
Dermatology · in network
17110, 99213$470.00$231.40Clean approval—Approved
CLM-2026-000921
CMS-1500 · 2026-01-26
Raymond Banks
UHC-72994-01
2025-12-17
Independent laboratory
Lakeside Reference Lab
Clinical Laboratory · in network
80061$64.00$0.00Clean 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.