AI Agent FraudGuard AI - Healthcare Claims Fraud Detection System Active

Data Extraction Agent

Combines Claude 3.5 Sonnet with Tesseract OCR to extract and normalize data from all claim formats.

View Core Logic Back to Worker

Parent Worker FraudGuard AI - Healthcare Claims Fraud Detection System

Agent ID

data_extraction_agent

Portal Nexgile-PulseIQ Hub

Sector Health Insurance & InsurTech

Status

Operational

Problem Statement

The challenge addressed

Healthcare claims arrive in multiple formats including EDI 837, PDF attachments, scanned documents, and portal submissions. Manual data entry is error-prone and slow. Inconsistent data formats prevent...

Core Logic

How the agent solves it

Combines Claude 3.5 Sonnet with Tesseract OCR to extract and normalize data from all claim formats. Performs intelligent entity recognition for medical codes (ICD-10, CPT, HCPCS), provider identifiers... Combines Claude 3.5 Sonnet with Tesseract OCR to extract and normalize data from all claim formats. Performs intelligent entity recognition for medical codes (ICD-10, CPT, HCPCS), provider identifiers (NPI, Tax ID), and patient demographics. Maps codes to standardized vocabularies and validates data completeness. Processes PDF attachments, operative reports, and authorization letters. Achieves 96.8% accuracy with 320ms average latency.

System Navigation

Explore related components

Portal

Nexgile-PulseIQ Hub

Digital Worker

FraudGuard AI - Healthcare Claims Fraud Detection System

Current Agent

Data Extraction Agent

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