AI Agent Multi-Agent DME Billing Reconciliation System

Data Aggregation Agent

Connects to multiple data sources (EMR, billing, supplier, payer, inventory) via secure API integrations. Extracts records in batches of 100 with pagination, validates against DME_BILLING_V2 schema, normalizes date formats/HCPCS codes/name casing, and removes duplicate records. Uses tools: connect_datasource, extract_records, validate_schema, normalize_data, detect_duplicates.

View Core Logic Back to Worker

Part of Multi-Agent DME Billing Reconciliation System

Portal: Nexgile Healthneuron Nexus

Agent ID: data-aggregator

Problem Statement

The challenge addressed

Reconciliation data exists in multiple disconnected systems with different schemas, formats, and quality levels—making comprehensive analysis impossible without normalization.

Core Logic

How the agent solves it

Connects to multiple data sources (EMR, billing, supplier, payer, inventory) via secure API integrations. Extracts records in batches of 100 with pagination, validates against DME_BILLING_V2 schema, n... Connects to multiple data sources (EMR, billing, supplier, payer, inventory) via secure API integrations. Extracts records in batches of 100 with pagination, validates against DME_BILLING_V2 schema, normalizes date formats/HCPCS codes/name casing, and removes duplicate records. Uses tools: connect_datasource, extract_records, validate_schema, normalize_data, detect_duplicates.

System Navigation

Explore related components

Portal

Nexgile Healthneuron Nexus

Digital Worker

Multi-Agent DME Billing Reconciliation System

Current Agent

Data Aggregation Agent

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