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-2026-000242
CMS-1500 · 2026-02-23
Daniel Russell
UHC-04417-79
2026-01-22
Office
Northgate Bone and Joint Center
Orthopedic Surgery · out of network
99213$204.00$31.80Clean approval—Approved
CLM-2026-012357
UB-04 · 2026-01-23
Daniel Russell
UHC-04417-79
2025-12-04
Emergency room
Lakeside Regional Medical Center
Emergency Medicine · in network
99283$1,017.00—Denied by rule
CO18
—Denied
CLM-2026-028046
CMS-1500 · 2026-01-19
Daniel Russell
UHC-04417-79
2025-12-07
Independent laboratory
Summit Reference Lab
Clinical Laboratory · out of network
83036, 87086, 80061$170.00$0.00Clean approval—Approved
CLM-2026-012356
UB-04 · 2026-01-16
Daniel Russell
UHC-04417-79
2025-12-04
Emergency room
Lakeside Regional Medical Center
Emergency Medicine · in network
99283$1,017.00$209.35Clean 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.