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-2026-034460
CMS-1500 · 2026-06-12
Gabriel Robertson
UHC-65311-64
2026-05-02
Office
Riverside Internal Medicine Associates
Internal Medicine · out of network
93000, 99214$293.00—Denied by rule
CO204
—Denied
CLM-2026-034459
CMS-1500 · 2026-05-29
Gabriel Robertson
UHC-65311-64
2026-05-02
Office
Heritage Medical Group
Internal Medicine · in network
93000, 99214$293.00$156.66Clean approval—Approved
CLM-2026-021608
UB-04 · 2026-05-07
Gabriel Robertson
UHC-65311-64
2026-04-28
Outpatient hospital
Valley Imaging Center
Radiology · in network
74177, 70553$3,807.00—Left for review
CO16
—Needs review
CLM-2026-011533
UB-04 · 2026-03-27
Gabriel Robertson
UHC-65311-64
2026-02-17
Emergency room
Desert Regional Medical Center
Emergency Medicine · in network
99284$1,061.00$233.55Clean approval—Approved
CLM-2026-003253
UB-04 · 2026-01-06
Gabriel Robertson
UHC-65311-64
2025-12-25
Outpatient hospital
Desert Internal Medicine Associates
Internal Medicine · in network
70553$2,210.00—Left for review
CO50
Denied
confidence 0.95
Needs review
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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.