AI Agent FraudGuard AI - Healthcare Claims Fraud Detection System Example

Data Extraction Agent

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.

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Parent Worker FraudGuard AI - Healthcare Claims Fraud Detection System

Agent ID

data_extraction_agent

Portal Nexgile-PulseIQ Hub

Sector Health Insurance & InsurTech

Status

Illustrative

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

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Combines Claude 3.5 Sonnet with Tesseract OCR to extract and normalize d... Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. 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. Performance requires validation on representative workloads.

System Navigation

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Portal

Nexgile-PulseIQ Hub

Digital Worker

FraudGuard AI - Healthcare Claims Fraud Detection System

Current Agent

Data Extraction Agent

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Data Extraction Agent

Problem Statement

Core Logic

System Navigation

Portal

Digital Worker

Current Agent

Global Headquarters

Global Capability Center