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-2026-011893
UB-04 · 2026-08-20
Jesse Alvarez
UHC-20741-25
2026-07-25
Emergency room
Canyon Community Hospital
Emergency Medicine · out of network
99284$1,457.00$505.65Clean approval—Approved
CLM-2026-020094
CMS-1500 · 2026-07-05
Jesse Alvarez
UHC-20741-25
2026-06-17
Office
Pinecrest Medical Group
Internal Medicine · in network
80053, 99215$343.00$182.66Clean approval—Approved
CLM-2026-010053
CMS-1500 · 2026-02-04
Jesse Alvarez
UHC-20741-25
2026-01-07
Office
Sunrise Behavioral Health
Behavioral Health · in network
90834$219.00$95.78Clean approval—Approved
CLM-2026-017300
UB-04 · 2026-01-26
Jesse Alvarez
UHC-20741-25
2026-01-01
Outpatient hospital
Unity Digestive Health Center
Gastroenterology · in network
43239, 45378$3,742.00$1,478.27Clean 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.