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RCI integrates with payer adjudication systems to provide coding validation, medical necessity assessment, and payment benchmarking.

Adjudication pipeline

Use cases

Automated coding validation

Before adjudicating, verify the submitted CPT codes are appropriate for the facility type, care setting, and documented diagnoses:
Check the L5 (Service Group) layer for documentation requirements and coding rules. Compare against what the provider submitted.

Medical necessity review

For high-cost procedures, pre-authorization requests, or flagged claims:
RCI evaluates against NCD/LCD criteria and returns an assessment with confidence scores. All agent decisions are audited by SENTINEL for quality and security.

Payment benchmarking

Compare your contracted rates against MPFS-calculated expected payment:
Use the GPCI-adjusted RVU calculation as a baseline for evaluating contracted provider rates across your network.

Network management

Use L1 (Location) data to understand geographic cost factors when building provider networks:
  • GPCI values per area for fee schedule modeling
  • MAC jurisdiction for claims processing routing
  • HPSA designation for shortage area bonus calculations

Integration methods

Security and compliance

  • All agent decisions include SENTINEL audit scores
  • PHI exposure detection in reasoning traces
  • Full audit trail exportable as JSON/CSV
  • HIPAA BAA available on Enterprise plans