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-2026-030874
UB-04 · 2026-07-06
Tyler Taylor
UHC-19451-27
2026-06-05
Inpatient hospital
Summit Internal Medicine Associates
Internal Medicine · in network
99232$224.00$0.00Clean approval—Approved
CLM-2026-016827
UB-04 · 2026-06-22
Tyler Taylor
UHC-19451-27
2026-05-25
Outpatient hospital
Meadow GI Associates
Gastroenterology · in network
88305$248.00$0.00Clean approval—Approved
CLM-2026-014821
CMS-1500 · 2026-04-30
Tyler Taylor
UHC-19451-27
2026-04-08
Office
Heritage Primary Care Associates
Family Medicine · in network
90471, 36415, 99213$275.00$150.50Clean approval—Approved
CLM-2026-009552
CMS-1500 · 2026-03-27
Tyler Taylor
UHC-19451-27
2026-02-22
Office
Pinecrest Bone and Joint Center
Orthopedic Surgery · in network
99213$186.00$55.32Clean 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.