--- title: "AI Support Ticket Triage and Smart Routing | ThriveDesk" canonical: "https://www.thrivedesk.com/use-cases/support-triage/" author: ThriveDesk description: "An AI agent triages every new ticket: it tags it, sets the priority and, with smart routing, sends it to the right member or team. Our own classifier model runs in the background, so nobody sorts the inbox by hand." categories: [page] --- # Every ticket triaged before it reaches a queue Your AI agent reads each new ticket, tags it and sets the priority. Smart routing then sends it to the right member or team, so nobody sorts the inbox by hand. [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 new ticket gets triaged Every new email, chat and WhatsApp message goes to Neo first. It works out what the ticket is about, adds the tags and sets the priority, then smart routing hands it to the member or team that should have it. Our own classifier model runs in the background to do the sorting. 1. 01 ### Reads every new ticket The moment an email, chat or WhatsApp message lands in ThriveDesk, Neo reads it along with the customer’s history. Nothing waits for a person to notice it. 2. 02 ### Tags it and sets the priority Neo works out what the ticket is about from the message itself, not the subject line or the form category, then adds the tags and sets a priority. Our own classifier model handles the sorting in the background. 3. 03 ### Routes it to the right owner With smart routing, the ticket goes to the member or team that handles that kind of ticket, so it lands with the right person the first time. Before and after ## What changes with ThriveDesk | When | Without ThriveDesk | With ThriveDesk | | --- | --- | --- | | A ticket lands | It waits until someone opens it and decides what it is | It’s tagged, prioritized and assigned as it arrives | | The form says one thing, the message another | It’s routed off the subject line and bounces | Neo reads the message itself | | Setting priority | The loudest subject line wins | Priority is set from what the ticket says | | Tagging | Agents tag when they remember, so reports are patchy | Every ticket is tagged, so reports match reality | | Who takes it | A lead assigns by hand, or agents pick from the queue | Smart routing sends it to the member or team that handles it | | A busy day | The queue gets sorted by whoever has time | Every ticket gets the same triage, at any hour | [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 ticket triage Anything else? [Talk to us](https://www.thrivedesk.com/contact/). ### What is AI ticket triage? Triage is sorting new tickets before anyone works on them: working out what each one is about, tagging it, setting a priority and sending it to the right owner. In ThriveDesk, Neo does that for every incoming ticket, with our own classifier model running in the background. ### What does Neo do to a new ticket? It reads the message, adds tags and sets the priority. Smart routing then assigns the ticket to a member or a team. ### How does smart routing choose who gets a ticket? It sends the ticket to the member or team that fits it, using what Neo found. You decide which members and teams handle which kinds of ticket. ### Does it work on every channel? Email, live chat and WhatsApp tickets all go through the same triage, so a billing question gets the same treatment wherever it arrives. ### Can an agent change what Neo set? Yes. The tags, priority and assignee are normal fields on the ticket, so an agent can change any of them at any time. ### Does Neo also answer the ticket? Triage decides where a ticket goes. Neo can then answer routine questions from your help center, draft replies for your agents or escalate the hard ones. 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. - ### [Reply drafter](https://www.thrivedesk.com/use-cases/reply-drafter/) Drafts written from your help center, so agents edit instead of starting cold.