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-2026-033602
CMS-1500 · 2026-06-15
Joshua Simmons
UHC-19558-30
2026-05-02
Independent laboratory
Mesa Clinical Laboratories
Clinical Laboratory · in network
85025$38.00$0.00Clean approval—Approved
CLM-2026-016034
UB-04 · 2026-04-24
Joshua Simmons
UHC-19558-30
2026-04-15
Inpatient hospital
Mesa Internal Medicine Associates
Internal Medicine · out of network
99232, 99215$625.00—Left for review
CO97
—Needs review
CLM-2026-026642
UB-04 · 2026-03-12
Joshua Simmons
UHC-19558-30
2026-02-01
Outpatient hospital
Harbor Medical Group
Family Medicine · in network
70553$3,563.00—Left for review
CO50
—Needs review
CLM-2026-023872
UB-04 · 2026-03-12
Joshua Simmons
UHC-19558-30
2026-02-26
Outpatient hospital
Summit Diagnostic Imaging
Radiology · in network
74177$2,340.00$811.32Clean approval—Approved
CLM-2026-024340
CMS-1500 · 2026-01-17
Joshua Simmons
UHC-19558-30
2025-12-13
Independent laboratory
Summit Clinical Laboratories
Clinical Laboratory · in network
80053, 87086$143.00$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.