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-2026-028586
UB-04 · 2026-10-05
Larry Barnes
UHC-76599-05
2026-09-23
Outpatient hospital
Meadow Imaging Center
Radiology · in network
70553, 76700, 71046$2,651.00—Left for review
CO50
—Needs review
CLM-2026-031641
CMS-1500 · 2026-10-04
Larry Barnes
UHC-76599-05
2026-08-20
Office
Sunrise Internal Medicine Associates
Internal Medicine · in network
99215$342.00$182.04Clean approval—Approved
CLM-2026-022942
UB-04 · 2026-05-14
Larry Barnes
UHC-76599-05
2026-04-06
Outpatient hospital
Riverside GI Associates
Gastroenterology · in network
43239$2,184.00$0.00Clean approval—Approved
CLM-2026-004825
CMS-1500 · 2026-05-14
Larry Barnes
UHC-76599-05
2026-05-09
Office
Mesa Medical Group
Family Medicine · in network
99214$259.00$130.58Clean approval—Approved
CLM-2026-032633
UB-04 · 2026-05-03
Larry Barnes
UHC-76599-05
2026-04-07
Emergency room
Lakeside Regional Medical Center
Emergency Medicine · in network
96374$255.00$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.