Automate medical claims processing with GPT-4 multi-agent orchestration

Name: Automate medical claims processing with GPT-4 multi-agent orchestration
Availability: InStock
Author: Cheng Siong Chin

Automate medical claims processing with GPT-4 multi-agent orchestration preview

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Overview

How It Works

This workflow automates end-to-end medical claims processing using a multi-agent AI orchestration system built on OpenAI GPT-4. It targets healthcare revenue cycle teams, billing departments, and hospital administrators burdened by manual claims adjudication, coding errors, and payer denials. The workflow triggers on a schedule, loads billing data, and routes it through an Orchestrator Agent that coordinates four specialist sub-agents: Coding Validation, Claims Submission, Denial Detection, and Payer Follow-up. Each agent independently validates, submits, or flags claims. Results are parsed, merged, and routed by risk level. Final metrics and a formatted report close the cycle, giving teams real-time visibility into claim status, denial patterns, and revenue recovery.

Setup Steps

Import workflow JSON into your n8n instance.
Add OpenAI API credentials.
Configure Schedule Trigger with desired processing frequency.
Update Workflow Configuration node with your billing system endpoint or sample data path.
Set Gmail/SMTP credentials for the Escalate to Revenue Specialist email node.
Connect Google Sheets or database nodes with appropriate credentials and sheet IDs.
Test with simulated billing data before enabling live data sources.

Prerequisites

n8n, OpenAI API key (GPT-4) and Gmail or SMTP account

Use Cases

Hospital billing departments automating claims submission and denial follow-up

Customization

Swap OpenAI for NVIDIA NIM or Anthropic models in any agent node and add Slack alerts alongside email escalation

Benefits

Reduces manual claims review by 80%+ through parallel AI agent processing

Cheng Siong Chin

193 workflows

Complexity

advanced

Published 22 Feb 2026

Likes 0

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Install path: /data/workflows/13589/13589.json

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Automate medical claims processing with GPT-4 multi-agent orchestration

Workflow preview

Overview

How It Works

Setup Steps

Prerequisites

Use Cases

Customization

Benefits