Auto-Triage Zendesk Support Tickets and Route Them to Trello

Every incoming Zendesk message is classified by AI into a category and urgency, then routed to the right Trello destination with a summary attached — so nothing sits unread and urgent issues jump the queue.

difficulty Intermediatesetup 45 minresult Each Zendesk ticket arrives in Trello pre-labelled with category, urgency and a one-line summary, ready for the right person to pick up.
  1. 1

    Step 1 — Catch the ticket

    Add the Zendesk "ticket created" trigger so every new request enters the flow.

  2. 2

    Step 2 — Classify with AI

    Add an OpenAI node returning JSON: { category, urgency, summary }. Give it your real categories (billing, bug, how-to, churn-risk…) so labels match your process.

  3. 3

    Step 3 — Branch on urgency

    Add a Switch node on urgency. High-urgency tickets can page a channel; the rest flow to the normal queue.

  4. 4

    Step 4 — Create the Trello item

    Add a Trello node that creates a card/issue titled with the summary, labelled by category, and linked back to the original Zendesk message.

Frequently asked questions

What if the AI mislabels a ticket?

The label is a starting point, not a lock. Agents can recategorise in Trello, and you can feed corrections back into the Step 2 prompt to improve accuracy over time.

Does the customer get an auto-reply?

Only if you add one. This recipe triages internally; you can append an acknowledgement step in Zendesk if you want an instant "we've got it" reply.

About this recipe. Recipes on FlowRecipesHub are written for business owners, not developers, and are tested before publishing — how recipes get made. Some ingredient links are affiliate links that cost you nothing — full disclosure.