Analyze Support Tickets → Route to AI → Escalate Complex Cases
Automatically analyze customer support tickets, route simple ones to AI chatbots, and escalate complex issues to human agents with context and priority scoring.
Workflow Steps
Zendesk
Trigger on new ticket creation
Set up webhook or Zapier trigger that fires whenever a new support ticket is created. Extract ticket content, customer info, and initial metadata.
OpenAI GPT-4
Analyze ticket complexity and sentiment
Send ticket content to GPT-4 with custom prompt to classify complexity (1-5 scale), sentiment (positive/neutral/negative), and category (billing, technical, feature request).
Intercom
Route simple tickets to AI assistant
For complexity scores 1-2, automatically assign to Intercom's Resolution Bot or custom AI assistant. Set up canned responses for common issues like password resets.
Zendesk
Escalate complex tickets to humans
For complexity scores 3-5, assign to appropriate human agent based on category. Add AI analysis as internal note including suggested priority and response templates.
Workflow Flow
Step 1
Zendesk
Trigger on new ticket creation
Step 2
OpenAI GPT-4
Analyze ticket complexity and sentiment
Step 3
Intercom
Route simple tickets to AI assistant
Step 4
Zendesk
Escalate complex tickets to humans
Why This Works
AI handles routine inquiries while ensuring complex issues get proper human attention with useful context, dramatically reducing response times.
Best For
Customer support teams wanting to automate initial ticket triage and route issues more efficiently
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