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-2026-004021
CMS-1500 · 2026-08-21
Hiroshi Montgomery
UHC-28875-07
2026-08-13
Office
Meadow Primary Care Associates
Family Medicine · in network
99203, 99213$414.00$231.68Clean approval—Approved
CLM-2026-024820
CMS-1500 · 2026-05-19
Hiroshi Montgomery
UHC-28875-07
2026-05-14
Independent laboratory
Meadow Clinical Laboratories
Clinical Laboratory · in network
80053$42.00$0.00Clean approval—Approved
CLM-2026-012911
UB-04 · 2026-05-10
Hiroshi Montgomery
UHC-28875-07
2026-04-07
Outpatient hospital
Lakeside Imaging Center
Radiology · in network
77067$323.00$0.00Clean approval—Approved
CLM-2026-023471
UB-04 · 2026-03-09
Hiroshi Montgomery
UHC-28875-07
2026-01-26
Inpatient hospital
Lakeside Bone and Joint Center
Orthopedic Surgery · in network
27447$46,951.00—Left for review
REPL HIGH
—Needs review
CLM-2026-023470
UB-04 · 2026-03-03
Hiroshi Montgomery
UHC-28875-07
2026-01-26
Inpatient hospital
Lakeside Bone and Joint Center
Orthopedic Surgery · in network
27447$46,951.00—Left for review
HIGH
—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.