---
title: "Knowledge-base reply drafts (human-in-the-loop)"
description: "The AI writes a reply from your FAQ, price list and best past answers, in your tone, as a draft. A person reads it in five seconds and clicks send. Nothing goes"
canonical: https://automataaicegeknek.hu/en/workflows/email/knowledge-base-reply-drafts
language: en
publisher: Automata AI Cégeknek
updated: 2026-09-19
---

# Knowledge-base reply drafts (human-in-the-loop)

Category: Intelligent email systems


The AI writes a reply from your FAQ, price list and best past answers, in your tone, as a draft. A person reads it in five seconds and clicks send. Nothing goes out automatically.

## How it works

1. Answer built from the company knowledge base
2. Style adopted from past emails (formal or informal, phrasing)
3. Draft created in the mailbox for one-click approval

Tools: Claude, n8n, Gmail

## Expected result

5 minutes of typing becomes 10 seconds of review

Source: AI Automation Market Report and Practical Guide (2025–2026)