Classify support tickets for triage
Fires the moment a webhook arrives across Google Sheets, Slack and Outlook, classifies each item with a language model, then branches on the check before anything is written. Built for triage, around a "Classify with AI" step, in 24 documented nodes.
Classify support tickets with Google Sheets and Outlook at scale. An original, ready-to-import n8n workflow built around the 'Ticket Triage' pattern for customer support. It fires on a webhook and orchestrates 24 nodes across Google Sheets, Slack, HTTP / REST API. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Nothing slips through the cracks.
Key benefits
- ✓Keeps Google Sheets and Slack in step for triage, without anyone re-typing a row
- ✓A failed Google Sheets or Slack call is retried rather than dropped, at any of the 24 nodes in this triage build
- ✓Bad input stops the run for triage instead of landing in Google Sheets
- ✓Branches rejoin before Google Sheets, so a triage run reports once rather than 24 times
- ✓Every triage run leaves an audit row behind, alongside Google Sheets
Use cases
- →Teams keeping Google Sheets and Slack aligned by hand for triage
- →Pushing triage events into Google Sheets and Slack the moment they land, not on the next poll
- →Triage work where "Classify with AI" is still a manual step before Google Sheets
- →Triage work that only reaches Google Sheets when a webhook arrives, when someone remembers to start it
Integrations
Workflow preview (24 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
What's inside (24 nodes)
A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.
From download to running in 3 steps
- 1Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
- 2Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
- 3Activate. Run it once to test, then toggle Active. The automation is live.
What you'll learn
Production levelProduction-grade: idempotency, dead-letter handling, and reconciliation included.
- •Classifying tickets with an LLM instead of keyword rules
- •Routing each class to the right queue or owner
- •Moving data between Google Sheets, Slack and Outlook in a single run
Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.
Common questions
What exactly do I get?
The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.
How do I import it into n8n?
In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.
Do I need anything else for it to work?
You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Google Sheets, Slack, HTTP / REST API, Outlook). No coding is required.
What if it doesn't work for me?
If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.
Can I modify or resell it?
You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.
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