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-2026-015550
CMS-1500 · 2026-05-29
Gary Jimenez
UHC-29986-91
2026-05-14
Office
Lakeside Physical Therapy
Physical Therapy · in network
97110$118.00$48.16Clean approval—Approved
CLM-2026-002439
CMS-1500 · 2026-04-05
Gary Jimenez
UHC-29986-91
2026-03-21
Office
Cornerstone Orthopedic Specialists
Orthopedic Surgery · out of network
99213$168.00$25.60Clean approval—Approved
CLM-2026-005795
UB-04 · 2026-03-14
Gary Jimenez
UHC-29986-91
2026-02-18
Outpatient hospital
Sunrise Imaging Center
Radiology · in network
70553$2,179.00—Left for review
CO50
—Needs review
CLM-2026-023741
CMS-1500 · 2026-02-09
Gary Jimenez
UHC-29986-91
2026-01-17
Office
Mesa Primary Care Associates
Family Medicine · in network
36415, 99203$200.00$112.22Clean 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.