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-2026-011167
CMS-1500 · 2026-09-30
Omar Weaver
UHC-71491-85
2026-09-05
Office
Pinecrest Bone and Joint Center
Orthopedic Surgery · in network
20610$316.00$145.92Clean approval—Approved
CLM-2026-013552
CMS-1500 · 2026-09-22
Omar Weaver
UHC-71491-85
2026-09-02
Office
Meadow Family Practice
Family Medicine · in network
36415, 99395$349.00$204.60Clean approval—Approved
CLM-2026-012943
CMS-1500 · 2026-08-31
Omar Weaver
UHC-71491-85
2026-07-22
Office
Unity Medical Group
Internal Medicine · in network
99214, 93000$269.00$141.78Clean approval—Approved
CLM-2026-031337
UB-04 · 2026-01-15
Omar Weaver
UHC-71491-85
2025-12-10
Outpatient hospital
Riverside GI Associates
Gastroenterology · in network
43239, 88305$1,541.00$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.