Triage emergency patients via chat with GPT-4.1 and hospital systems
How It Works This workflow automates hospital emergency department triage by intelligently processing patient intake information through multiple AI-powered assessment stages. Designed for emergency departments, urgent care centers, and hospital admission teams, it solves the critical challenge of rapid, accurate patient prioritization during high-volume periods. The system captures initial patient data through a chat interface, uses specialized AI agents to analyze medical history and current s
At a glance
Triage emergency patients via chat with GPT-4.1 and hospital systems is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- OpenAI
- Modules
- 20
- Price
- Free
- Version
- v1.0

About this workflow
How It Works This workflow automates hospital emergency department triage by intelligently processing patient intake information through multiple AI-powered assessment stages. Designed for emergency departments, urgent care centers, and hospital admission teams, it solves the critical challenge of rapid, accurate patient prioritization during high-volume periods. The system captures initial patient data through a chat interface, uses specialized AI agents to analyze medical history and current symptoms, validates business rules for priority assignment, performs stability checks, calculates priority scores, and determines required actions. It then routes patients to appropriate care pathways while sending notifications to relevant medical teams and logging all interactions for audit compliance. The workflow leverages OpenAI models and structured JSON parsing to ensure consistent, protocol-driven triage decisions. Setup Steps 1. Configure OpenAI credentials with API key for AI agent access 2. Set up Hospital Triage Agent node with your clinical triage protocols 3. Configure Patient Consent and Structured JSON checkers with validation rules 4. Connect notification endpoints for Execute Appointment and Send Notification nodes 5. Set up audit logging system integration in Log Interactions node 6. Customize business rule validation parameters for your facility's triage categories Prerequisites Active OpenAI API account, hospital system API access for appointments and notifications Use Cases Emergency department patient intake, urgent care prioritization, virtual triage for telehealth Customization Modify triage agent prompts to reflect your clinical protocols, adjust priority scoring algorithms Benefits Accelerates triage processing by 60%, ensures standardized clinical assessment
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you