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Automatite by GTM S t a c k
Customer Support

AI Support Ticket Triage

Automate ai support ticket triage end-to-end. Trigger on new zendesk ticket, deliver triaged, tagged, routed.

Trigger
New Zendesk ticket
Outcome
Triaged, tagged, routed
ZendeskOpenAISlack

Steps

1
Listen for New Zendesk ticket
Webhook or polling trigger fires the workflow when new zendesk ticket.
Feature: Triggers
2
Step 2: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Data Mapping
3
Step 3: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: AI Steps
4
Deliver Triaged
Final step delivers the outcome to your downstream apps.
Feature: Actions

What this automation does

This workflow takes new zendesk ticket as its starting signal and runs an end-to-end sequence that produces triaged, tagged, routed without any manual intervention. It is built for Support Leads who currently handle this work in spreadsheets, in inboxes, or by pinging another team.

Why it matters

Manual handling of ai support ticket triage costs hours per week and introduces errors that surface days later. This automation eliminates the lag between event and action and produces a consistent, auditable record of every run.

Most teams report that the largest payoff is not just the time saved but the consistency. Once the workflow is live, every event is handled the same way every time — no more “I forgot to update the CRM” or “the message slipped past.”

Customizing for your stack

The reference workflow uses Zendesk, OpenAI, Slack but every step can be swapped for an equivalent in your stack. The trigger, AI step, and downstream actions are all independent — change one without rebuilding the rest.

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