AI Agent AI Claims Adjudication Digital Worker Active

Clinical Validation Agent

View Core Logic Back to Worker

Parent Worker AI Claims Adjudication Digital Worker

Agent ID

clinical

Portal Nexgile-RiskMind Platform

Sector Taft-Hartley Multi-Employer Benefit Funds

Status

Operational

Problem Statement

The challenge addressed

Medical claims must be validated against clinical guidelines and medical policies. Incorrect coding, unbundling, and medically unnecessary procedures cause overpayments and compliance risks.

Core Logic

How the agent solves it

Loads ICD-10/CPT code databases and CMS guidelines. Cross-references diagnosis codes with procedures, validates medical necessity using BERT model (clinical-necessity-bert-v3), checks for proper code... Loads ICD-10/CPT code databases and CMS guidelines. Cross-references diagnosis codes with procedures, validates medical necessity using BERT model (clinical-necessity-bert-v3), checks for proper code bundling, verifies service levels match documented conditions, and identifies guideline violations (e.g., MRI without prior conservative treatment).

System Navigation

Explore related components

Portal

Nexgile-RiskMind Platform

Digital Worker

AI Claims Adjudication Digital Worker

Current Agent

Clinical Validation Agent

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