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Production AI Playbook: Human Oversight (2 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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Gate high-risk AI actions behind human approval. This template shows how to prevent an AI agent from executing sensitive operations (like sending contracts) without a human signing off first.

What you'll do

  • Ask the AI agent to send a contract to a customer.
  • See the agent pause and present the intended action for review in the chat.
  • Approve or decline the action and watch the workflow respond accordingly.

What you'll learn

  • How HITL (Human-in-the-Loop) for Tool Calls works in n8n
  • How to add a human review gate between an AI Agent and its tools
  • How the agent displays its intended action and waits for approval before executing
  • How to selectively gate high-risk tools while letting low-risk tools run freely

Why it matters
AI agents with tool access can take real-world actions. One wrong API call, one incorrect email, and you have a problem. This pattern ensures humans stay in control of the actions that matter while letting safe operations run automatically.

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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