Support Ticket → Sentiment Analysis → Priority Assignment

beginner15 minPublished Apr 29, 2026
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Automatically analyze incoming support tickets for urgency and safety concerns, then route them to appropriate team members based on AI-powered risk assessment.

Workflow Steps

1

Zendesk

Capture new tickets

Set up Zendesk to automatically capture new support tickets from email, chat, and web forms. Configure custom fields for AI analysis results and priority scoring.

2

OpenAI GPT-4

Analyze ticket safety and urgency

Use OpenAI's API to analyze ticket content for: emotional distress indicators, safety concerns, account security issues, and business impact. Return urgency score (1-10) and safety flags.

3

Zendesk

Auto-assign priority and route

Based on AI analysis, automatically set ticket priority (low/normal/high/urgent), assign to specialized teams (security issues to security team), and trigger escalation workflows for high-risk situations.

Workflow Flow

Step 1

Zendesk

Capture new tickets

Step 2

OpenAI GPT-4

Analyze ticket safety and urgency

Step 3

Zendesk

Auto-assign priority and route

Why This Works

Uses AI to identify both operational urgency and safety concerns that human agents might miss, ensuring critical issues get immediate attention while maintaining community safety standards.

Best For

Intelligent support ticket prioritization

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