← Use cases

Support ticket triage

Classify, prioritize, and draft replies the moment a ticket lands.

The problem

Support inboxes fill faster than any team can read. Tickets sit unsorted, urgent issues wait behind routine ones, and agents burn the first minutes of every ticket re-reading context and copy-pasting boilerplate.

Rules-based routing helps a little, but it can't read intent. A refund demand and a feature question look identical to a keyword filter.

How Actuant runs it

One trigger, a few steps, and an Agent node making the call a static rule can’t — every step recorded so you can see exactly what happened.

The workflow5 steps
  1. 1
    TRIGGERWebhook

    helpdesk.ticket.created

  2. 2
    AGENTTriage

    Classify intent, severity, and product area from the message

  3. 3
    TOOLcrm.lookup

    Pull plan tier and recent orders for the requester

  4. 4
    MODELllm.draft_reply

    Draft a grounded reply citing the relevant help article

  5. 5
    TOOLhelpdesk.update

    Set priority + tags, attach draft, route to queue

What you get
< 30s

From new ticket to triaged and drafted

100%

Tickets tagged and prioritized, none skipped

Agents start from a grounded draft, not a blank box