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-2026-029651
CMS-1500 · 2026-10-17
Rachel Coleman
UHC-34040-77
2026-09-26
Office
Desert Internal Medicine Associates
Internal Medicine · in network
99215, 80053$437.00—Left for review
REPL
—Needs review
CLM-2026-033242
CMS-1500 · 2026-10-11
Rachel Coleman
UHC-34040-77
2026-09-21
Independent laboratory
Meadow Reference Lab
Clinical Laboratory · in network
80053$59.00$0.00Clean approval—Approved
CLM-2026-029650
CMS-1500 · 2026-10-07
Rachel Coleman
UHC-34040-77
2026-09-26
Office
Desert Internal Medicine Associates
Internal Medicine · in network
99215, 80053$437.00$240.94Clean approval—Approved
CLM-2026-004146
CMS-1500 · 2026-02-03
Rachel Coleman
UHC-34040-77
2026-01-12
Independent laboratory
Northgate Reference Lab
Clinical Laboratory · in network
80061, 80053, 85025$181.00—Left for review
CO16
—Needs review
CLM-2026-007664
CMS-1500 · 2026-01-30
Rachel Coleman
UHC-34040-77
2025-12-16
Office
Northgate Internal Medicine Associates
Internal Medicine · in network
99214$232.00$113.84Clean 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.