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Support workflow

AI Customer Support Agent

This workflow receives support questions from your website or chat channel, classifies intent, searches approved knowledge, drafts a response, and creates a human handoff when confidence is low.

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Expected outputs

Instant FAQ replies
Escalation with context
Tagged conversations
Knowledge gaps surfaced

n8n flow

The automation path this workflow follows.

Each workflow is designed as an n8n-ready blueprint with placeholders for credentials, tool endpoints, and approval rules.

  1. 1

    Capture the question

    Receive a support message from chat, form, WhatsApp, or email.

  2. 2

    Classify and enrich

    Detect intent, urgency, customer status, and related order/account details.

  3. 3

    Draft the answer

    Use approved knowledge and guardrails to generate a concise support response.

  4. 4

    Escalate when needed

    Send complex, sensitive, or low-confidence conversations to the right human queue.

Inputs

  • Customer message
  • Customer profile
  • Order or account ID
  • Knowledge base articles

Connected tools

  • Website chat
  • Helpdesk
  • Knowledge base
  • Slack or email

Human handoff

  • Low confidence answer
  • Refund or billing dispute
  • Angry customer
  • Policy exception

Metrics

  • First response time
  • Resolution rate
  • Escalation rate
  • Top unanswered topics

Ready to adapt this workflow?

We can map your tools, rules, approvals, and handoff points before importing the n8n blueprint.

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