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-2026-033004
CMS-1500 · 2026-06-06
Susan Morris
UHC-02849-78
2026-05-14
Office
Summit Primary Care Associates
Family Medicine · in network
99203$229.00$121.98Clean approval—Approved
CLM-2026-008925
UB-04 · 2026-03-28
Susan Morris
UHC-02849-78
2026-03-09
Inpatient hospital
Heritage Internal Medicine Associates
Internal Medicine · in network
99232$161.00$0.00Clean approval—Approved
CLM-2026-030232
UB-04 · 2026-03-20
Susan Morris
UHC-02849-78
2026-02-17
Outpatient hospital
Pinecrest Heart Institute
Cardiology · in network
93306$1,196.00$2.93Clean approval—Approved
CLM-2026-004103
CMS-1500 · 2026-02-17
Susan Morris
UHC-02849-78
2026-01-03
Office
Lakeside Medical Group
Family Medicine · out of network
99214$297.00$113.65Clean approval—Approved
4 rows, page 1 of 1PreviousNext

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.