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-2026-001010
CMS-1500 · 2026-08-20
Angela Espinoza
UHC-96990-15
2026-08-12
Independent laboratory
Northgate Clinical Laboratories
Clinical Laboratory · in network
83036$55.00$0.00Clean approval—Approved
CLM-2026-016826
UB-04 · 2026-04-20
Angela Espinoza
UHC-96990-15
2026-03-25
Outpatient hospital
Sunrise Imaging Center
Radiology · out of network
70553$3,501.00—Denied by rule
CO204
—Denied
CLM-2026-023594
CMS-1500 · 2026-03-14
Angela Espinoza
UHC-96990-15
2026-02-05
Office
Summit Endocrine Associates
Endocrinology · in network
99215, 83036, 99214$603.00$298.86Clean approval—Approved
CLM-2026-030300
CMS-1500 · 2026-03-05
Angela Espinoza
UHC-96990-15
2026-01-25
Office
Heritage Primary Care Associates
Family Medicine · in network
99395$304.00$163.48Clean 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.