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Production AI Playbook: Human Oversight (1 of 3)

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Created by: Elvis Sarvia || elvissaravia
Elvis Sarvia

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Last update 2 days ago

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Review AI-drafted customer responses before they go out. This template sets up a chat-based approval flow where an AI agent drafts a reply and a human reviewer approves or rejects it, all within the n8n chat interface.

What you'll do

  • Send a customer support message to the AI agent and watch it draft a response.
  • Review the AI's draft in the chat with Approve and Decline buttons.
  • See how approved responses flow forward while declined ones get flagged.

What you'll learn

  • How to use the Chat Trigger to start AI-powered conversations
  • How the Chat node's "Send and Wait for Response" operation pauses workflows for human input
  • How IF nodes route workflows based on approval decisions
  • How to connect an AI Agent to an LLM (OpenRouter) for response generation

Why it matters
Every customer-facing message deserves a human sanity check. This template gives you a lightweight approval flow that catches AI mistakes before they reach your customers, without slowing your team down.

This template is a learning companion to the Production AI Playbook, a series that explores strategies, shares best practices, and provides practical examples for building reliable AI systems in n8n.

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