Overview
Overview This workflow automates customer support ticket processing using AI-powered analysis, classification, and intelligent routing. It processes incoming tickets from email or webhook, translates messages when needed, analyzes sentiment and urgency, and routes tickets to auto-reply or escalation flows. The system also updates CRM platforms and logs observability metrics for monitoring. This enables faster response times, improved customer experience, and scalable support operations. How It Works Input Sources Receives tickets via: IMAP Email Trigger Webhook endpoint Workflow Configuration Defines: CRM/Helpdesk API endpoint Escalation webhook URL Observability logging endpoint Data Cleaning & Normalization Extracts and cleans HTML content Normalizes ticket data: Ticket ID User email Message content Timestamp Source channel Language Detection & Translation Detects the original language Translates message into English if needed Returns confidence score AI Support Intelligence Classifies ticket into: Sentiment (positive/neutral/negative) Urgency (low → critical) Category (billing, bug, technical, etc.) Generates: Short summary Churn risk score (0–1) Recommended action path Decision Routing Routes tickets based on AI output: Auto Reply → Generate response Escalate / Critical → Send to team Auto Reply Flow AI Reply Generation Drafts professional response using ticket context Keeps tone empathetic and actionable CRM/Helpdesk Update Sends structured ticket data to CRM: Priority Category Sentiment Churn risk Draft reply Escalation Flow Escalation Handling Sends high-priority tickets to support team Includes full ticket context and analysis Observability & Monitoring Metrics Logging Tracks: Response time Escalation status Category & urgency Sentiment & churn risk Sends data to observability endpoint (optional) Setup Instructions Email / Webhook Setup Configure IMAP credentials OR webhook endpoint (support-ticket) AI Model Setup Add Anthropic or OpenAI credentials Connect models to: Translation agent Intelligence agent Reply generator CRM / Helpdesk Integration Set API endpoint URL Configure headers and authentication Escalation Setup Add webhook URL for team notifications (Slack, internal API, etc.) Observability (Optional) Configure logging endpoint for metrics tracking Customize Prompts Adjust system messages for: Translation Classification Reply generation Use Cases AI-powered customer support automation SaaS support ticket triaging Multi-language support systems Helpdesk automation with CRM integration Customer churn risk detection workflows Requirements Anthropic or OpenAI API key Email (IMAP) or webhook source CRM/helpdesk system API Optional observability/logging service n8n instance Key Features Multi-channel ticket ingestion (email + webhook) Automatic language detection and translation AI-based sentiment, urgency, and category classification Intelligent routing (auto-reply vs escalation) AI-generated support replies CRM integration for structured ticket updates Observability and performance tracking Summary A powerful AI-driven support automation workflow that processes, analyzes, and routes customer tickets intelligently. It reduces manual workload, improves response speed, and enables scalable, data-driven support operations. An n8n automation workflow template by ResilNext.
ResilNext
web
free
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