--- title: "AI Reply Drafter for Support Teams | ThriveDesk" canonical: "https://www.thrivedesk.com/use-cases/reply-drafter/" author: ThriveDesk description: "An AI agent drafts support replies from your help center in your voice, with the articles it used cited underneath. When the honest answer is no, it drafts a kind, truthful refusal for your agent to send." categories: [page] --- # AI support replies, drafted for your team to send The reply your agent would write, drafted from your help center and in your tone. When the honest answer is no, you get a kind, truthful refusal instead of a false yes. [Start free trial](https://app.thrivedesk.com/auth/register) [Book a demo](https://www.thrivedesk.com/demo/) 7-day free trial · No card required Powering support for growing teams 4.9 / 5.0 G2 reviews How it works ## How a reply gets drafted When a ticket needs a reply, Neo reads it and the customer’s account, writes the answer from your help center and leaves it as a draft. Your agent reviews it, edits what they like and sends it. 1. 01 ### Starts when a ticket needs a reply A ticket is assigned to a teammate, or a new email or chat lands in the queue. Neo reads it along with the customer’s account and past conversations, then starts a draft. 2. 02 ### Writes only from your help center Every step in the draft comes from your articles, so Neo doesn’t invent a setting or a policy. It picks a calmer tone for an upset customer and drafts a kind refusal when the honest answer is no. 3. 03 ### Leaves the draft for a person The draft waits in the conversation with the articles it used listed underneath. Your agent edits it and sends it, so nothing goes out until someone has read it. Before and after ## What changes with ThriveDesk | When | Without ThriveDesk | With ThriveDesk | | --- | --- | --- | | A ticket needs a reply | The agent starts from a blank box or a macro | A draft is waiting when they open it | | A saved reply almost fits | It gets edited by hand, or sent as is | Neo writes for this ticket, using its details | | The docs don’t cover it | A confident guess goes out | Neo only writes what an article backs up | | An angry customer | A rushed reply matches their tone | Neo picks a calm tone and cites the policy | | The answer is no | A vague reply that sounds like a maybe | A kind, direct refusal | | Five people on shift | Five different voices | One voice on every draft | [Start free trial](https://app.thrivedesk.com/auth/register) [See pricing](https://www.thrivedesk.com/pricing/) Your rules ## Your team decides how it works Your team trains Neo on your content, writes its rules in plain words and checks its work from the AI tools they already use. 01 ### Train it on your content Point Neo at your help center, website, FAQs and past conversations. Publish a new article and Neo can use it within seconds. Website Website We crawl your public pages, so pricing, policy and product answers come from what you already publish. Help Center Help Center Every published article becomes an answer it can give, with a link back to the doc it came from. FAQ FAQ Question and answer pairs you write by hand, for the rules and exceptions that live nowhere else. Conversations Conversations Past tickets teach it your voice, and the edge cases your docs never got around to covering. 02 ### Write the rules in plain words Write Neo’s instructions, pick its voice and switch on guardrails like refund limits and topics that always go to a person. The same rules apply on every channel. 03 ### Check its work over MCP Connect Claude, ChatGPT or Cursor to ThriveDesk MCP. Search conversations, open any thread Neo answered and look up your help center for gaps, from the assistant you already use. - Claude - Claude Code - ChatGPT - Cursor - VS Code - Any MCP client ThriveDesk MCP mcp.thrivedesk.com 28 actions · runs as you - Conversations 14 - Contacts 3 - Live chat 5 - Reports 2 - Knowledge base 1 - +4 more areas Testimonials ![weDevs logo](https://www.thrivedesk.com/_astro/wedevs-logo-colored.CZ1zsiJa.svg) > “ ThriveDesk is really easy to use while being super effective. I can say without a doubt that ThriveDesk is the best live chat software for small businesses. ” ![Nizam Uddin](https://www.thrivedesk.com/_astro/nizam.B0IpOeXM.jpg)Nizam Uddin CEO, weDevs ![Brainstorm Force logo](https://www.thrivedesk.com/_astro/surecart-logo.CyVpCQv8.svg) > “ The ThriveDesk team truly exceeded expectations with their exceptional work on integrating SureCart. Their dedication resulted in a powerful integration that surpassed all our requirements. ” ![Sujay Pawar](https://www.thrivedesk.com/_astro/sujay-pawar.S_zk3sed.jpg)Sujay Pawar CEO, Brainstorm Force ![Themefisher logo](https://www.thrivedesk.com/_astro/themefisher-logo.iZiIHaeu.svg) > “ As our business and list of clients grew, user classification data became vital for us. We needed to serve our premium customers first to keep our business running. ” ![Mehedi Hasan](https://www.thrivedesk.com/_astro/mehedi.CxiVuND-.jpg)Mehedi Hasan CEO, Themefisher ![Themesgrove logo](https://www.thrivedesk.com/_astro/tg_logo.mI64JEaF.png) > “ At some point, we were paying top dollar yet not all our support requirements were being met. After some digging, we found ThriveDesk. ” Mohammad Zannatun Nime Support Executive, Themesgrove ![Sigmative logo](https://www.thrivedesk.com/_astro/sigmative-logo.DGIzEm09.svg) > “ I love ThriveDesk so much. It’s easy to use and user friendly — the best choice for anyone who wants to modernize a classic support system and get live chat built in. ” ![Selim Rana](https://www.thrivedesk.com/_astro/selim-rana.CQkT8t1-.jpg)Selim Rana Founder, Sigmative Muslims Day > “ The performance of ThriveDesk is very good, and it’s intuitive. I just tried the AI chatbot — add a few knowledge base articles and it’s answering mostly correctly. ” Abdullah Al H. CEO, Muslims Day FAQ ## Common questions about AI reply drafting Anything else? [Talk to us](https://www.thrivedesk.com/contact/). ### What is an AI reply drafter? It writes the reply to a ticket and leaves it for your agent to review. In ThriveDesk, Neo reads the ticket, checks your help center and the customer’s account, and drafts the answer. ### Does Neo send the draft? Not unless you set it up to. The draft waits in the conversation, and your agent edits it and sends it. Neo can also answer routine tickets on its own on the channels you turn that on for. ### How does Neo avoid making things up? It writes from your help center and the customer’s data, and each draft lists the articles it used so your agent can check them at a glance. If nothing covers the question, Neo tells the agent instead of guessing. ### Can Neo write in our voice? Yes. You set Neo’s voice and instructions in plain words, like how formal to be and what never to say, and every draft follows them. Agents can still rephrase or change the tone before they send. ### What does Neo do when the answer is no? It drafts a kind, direct refusal that cites your policy, like a refund past the return window, and offers the next step you allow. Your agent can change it if they want to make an exception. ### Can I test the drafts before my agents see them? Yes. Ask Neo real customer questions in the AI Playground, check each draft and the sources it used, then turn it on. More use cases ## What else teams use ThriveDesk for [See all use cases](https://www.thrivedesk.com/use-cases/) - ### [Ticket resolver](https://www.thrivedesk.com/use-cases/ticket-resolver/) Close routine tickets and hand the rest to your team with context. - ### [Escalation manager](https://www.thrivedesk.com/use-cases/escalation-manager/) Send each escalation to the team that owns the fix, with context attached. - ### [Support triage](https://www.thrivedesk.com/use-cases/support-triage/) Tag and prioritize every ticket, then route it to the right member or team.