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-2026-003581
CMS-1500 · 2026-07-15
Willie Le
UHC-73240-85
2026-06-08
Office
Lakeside Internal Medicine Associates
Internal Medicine · in network
99214, 93000, 80053$344.00$193.28Clean approval—Approved
CLM-2026-031324
UB-04 · 2026-04-08
Willie Le
UHC-73240-85
2026-03-02
Outpatient hospital
Harbor Imaging Center
Radiology · in network
76700, 70553$3,297.00$668.91Clean approval—Approved
CLM-2026-031482
UB-04 · 2026-02-20
Willie Le
UHC-73240-85
2026-01-21
Outpatient hospital
Cornerstone Digestive Health Center
Gastroenterology · in network
70553$3,279.00—Left for review
CO50
—Needs review
CLM-2026-000504
CMS-1500 · 2026-01-02
Willie Le
UHC-73240-85
2025-11-29
Office
Sunrise Dermatology Clinic
Dermatology · in network
17110, 99213$368.00$168.16Clean 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.