AI Security Intent Routing Pipeline

Modern SOC and support teams receive large volumes of incoming security messages, alerts, tickets, and operational requests. Without automated intent classification, analysts manually triage requests, slowing incident response and increasing operational noise.

This n8n workflow uses AI intent classification to automatically route incoming security messages into the correct operational queue.

Problem

Security operations teams frequently deal with:

• unstructured incoming requests
• mixed severity incidents
• manual triage bottlenecks
• inconsistent escalation handling
• delayed incident routing

• urgent incidents are missed
• SOC queues become noisy
• support workflows slow down
• AI automation pipelines lose operational context

Solution

An n8n workflow that:

• Receives incoming operational messages
• Normalizes message content
• Uses AI to classify intent
• Routes messages into Sales, Support, or Emergency branches
• Tags the correct operational team
• Triggers downstream workflows automatically

Workflow Pipeline

Trigger → Input Messages → AI Intent Classification → Parse AI Response → Intent Switch → Team Routing

Intent Categories

Sales

• pricing inquiries
• product demos
• onboarding requests

Support

• login issues
• refund requests
• technical troubleshooting

Emergency

• website outages
• infrastructure failures
• security incidents
• critical operational disruptions

Example Messages

json
[
  { "message": "How much does this cost?" },
  { "message": "I want a refund" },
  { "message": "Our website is completely down" },
  { "message": "Can I book a demo?" },
  { "message": "I can't log in" }
]

Example Routing Output

text
Sales Team:
How much does this cost?
Can I book a demo?
Support Team:
I want a refund
I can't log in
Emergency Team:
Our website is completely down

Use Cases

• AI SOC message routing
• Helpdesk automation
• SOAR triage pipelines
• Security escalation workflows
• AI incident classification
• Operational queue management

Impact

Reduces manual triage effort. Accelerates escalation workflows. Improves AI assisted operational routing. Ensures urgent incidents reach responders faster.

Kunsh Tanwar | ETXcyberops | [email protected]