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-2026-030509
CMS-1500 · 2026-09-09
George Reynolds
no member ID
2026-08-03
Office
Northgate Internal Medicine Associates
Internal Medicine · in network
93000$81.00—Pended by rule
N30
—Pended
CLM-2026-013211
CMS-1500 · 2026-01-29
George Reynolds
no member ID
2025-12-24
Independent laboratory
Riverside Clinical Laboratories
Clinical Laboratory · in network
83036, 85025$102.00—Pended by rule
N30
—Pended
CLM-2026-004192
UB-04 · 2026-01-29
George Reynolds
no member ID
2025-12-27
Outpatient hospital
Sunrise Bone and Joint Center
Orthopedic Surgery · in network
29881$7,064.00—Pended by rule
N30
—Pended
3 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.