Autonomous Customer Support Triage

The Goal: Autonomous Inbox Management

Customer support teams drown in repetitive tier-1 tickets. This agent intercepts incoming support requests, categorizes them by urgency, searches your knowledge base, and drafts a highly accurate reply for human review.

Here is the exact step-by-step blueprint to build this triage agent.

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Step 1: The Helpdesk Webhook (Trigger)

Create a new scenario in Make.com. Set up a Webhook triggered by your helpdesk (e.g., Zendesk, Intercom, or a dedicated support email).

• Route only "New Ticket" events into the pipeline.

Step 2: AI Classification & Triage (The Router)

Add an OpenAI (ChatGPT) module (gpt-4o). We will use this to determine the ticket's category and sentiment so we can route angry customers to human managers immediately.

System Prompt (Classifier): You are an expert customer success manager. Read the user's message and output a strict JSON object categorizing the request.

Required fields:

• "sentiment": (string) "positive", "neutral", or "angry"
• "category": (string) "billing", "technical_issue", "feature_request", or "other"
• "urgency": (integer) 1 to 5, where 5 is a critical system outage.

Step 3: Conditional Routing

Add a Make.com Router.

• Route A (High Urgency/Angry): If urgency is 4-5 or sentiment is "angry", push an alert directly to a Slack channel (#urgent-support) and bypass auto-drafting.
• Route B (Standard Tickets): Proceed to Step 4.

Step 4: The AI Drafter

For standard tickets, add another OpenAI module. Provide it with a summary of your refund policy or FAQ, and map the user's original message.

System Prompt (Drafter): You are a polite, helpful support agent. Draft a reply to the customer's issue based on the following company policies: [Insert Policies]. Do not promise refunds unless explicitly covered in the policy. End with "Best, The Support Team".

Step 5: Save as Draft (Human-in-the-Loop)

Add a Gmail or Zendesk module. Instead of sending the email directly, use the action "Create a Draft". This ensures your human agents do a final 10-second review before it goes to the customer.

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📥 1-Click Import (Make.com Blueprint)

Don't want to build this from scratch? Download our pre-configured Make.com JSON file below.

Download Blueprint .JSON