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AdvancedPremiumCustomer Support AutomationWebhook trigger23 nodes

Summarize long emails: MySQL for triage

Fires the moment a webhook arrives across MySQL, Slack and Google Sheets, classifies each item with a language model, then writes the result out as a file. Built for triage, around a "Keep Valid Tickets" step, in 23 documented nodes.

Summarize long emails with MySQL and Microsoft Teams. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for customer support. It fires on a webhook and orchestrates 23 nodes across MySQL, Slack, Google Sheets. 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. Your team sees the right data at the right time.

Key benefits

  • ✓Keeps MySQL and Slack in step for triage, without anyone re-typing a row
  • ✓A failed MySQL or Slack call is retried rather than dropped, at any of the 23 nodes in this triage build
  • ✓Branches rejoin before MySQL, so a triage run reports once rather than 23 times
  • ✓Every triage run leaves an audit row behind, alongside MySQL
  • ✓Fans the same result out to Google Sheets in the same run, for triage

Use cases

  • →Teams keeping MySQL and Slack aligned by hand for triage
  • →Pushing triage events into MySQL and Slack the moment they land, not on the next poll
  • →Triage work where "Keep Valid Tickets" is still a manual step before MySQL
  • →Triage work that only reaches MySQL when a webhook arrives, when someone remembers to start it

Integrations

MySQLSlackGoogle SheetsHTTP / REST APIMicrosoft TeamsGroq

Workflow preview (23 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Receive Inbound WebhookWebhookKeep Valid TicketsFilterClassify with AIText ClassifierGroq Chat ModelLm Chat GroqStore as Action NeededMy SqlStore as ReferenceMy SqlStore as IgnoreMy SqlAlert Slack — OtherSlackReunite BranchesMergeLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeStamp Completion TimeDate TimePersist Run MetadataExecution DataSerialize Run Output (C…Convert To FileArchive Row SnapshotMy SqlEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSummarize Run StatsSetAppend Audit Row (MySQL)My SqlSend Summary to Microso…Microsoft TeamsCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…My Sql

What's inside (23 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

CodeConvert To FileDate TimeExecution DataFilterGoogle SheetsHttp RequestLm Chat GroqMergeMicrosoft TeamsMy SqlSetSlackText ClassifierWebhook

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • •Classifying text with a Text Classifier and acting on the label
  • •Rejoining parallel branches with Merge so the run reports once
  • •Moving data between MySQL, Slack and Google Sheets 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 (MySQL, Slack, Google Sheets, HTTP / REST API, …). 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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Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.