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ExpertEnterpriseAI AgentsWebhook trigger31 nodes

Distill long emails: Slack + AI routing

Fires the moment a webhook arrives across Slack, Google Sheets and Airtable, classifies each item with a language model, then drops anything it has already handled. Built for multi-tool agent, around a "Keep Valid Requests" step, in 31 documented nodes.

Distill long emails with Airtable and Slack for your team. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 31 nodes across Slack, Google Sheets, Airtable. 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 Slack and Google Sheets in step for multi-tool agent, without anyone re-typing a row
  • Safe to re-run: records already in Slack or Google Sheets are skipped, across all 31 nodes of this multi-tool-agent build
  • A failed Slack or Google Sheets call is retried rather than dropped, at any of the 31 nodes in this multi-tool-agent build
  • Branches rejoin before Slack, so a multi-tool-agent run reports once rather than 31 times
  • Every multi-tool-agent run leaves an audit row behind, alongside Slack

Use cases

  • Teams keeping Slack and Google Sheets aligned by hand for multi-tool agent
  • Pushing multi-tool-agent events into Slack and Google Sheets the moment they land, not on the next poll
  • Multi-tool agent work where "Keep Valid Requests" is still a manual step before Slack
  • Multi-tool agent work that only reaches Slack when a webhook arrives, when someone remembers to start it

Integrations

SlackGoogle SheetsAirtableHTTP / REST APINotionGoogle Gemini

Workflow preview (31 nodes)

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

Receive Inbound WebhookWebhookKeep Valid RequestsFilterClassify with AIText ClassifierGoogle Gemini Chat ModelLm Chat Google GeminiStore as Action NeededAirtableStore as ReferenceAirtableStore as IgnoreAirtableAlert Slack — OtherSlackReunite BranchesMergeSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsStamp Completion TimeDate TimePersist Run MetadataExecution DataLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesOffload to Post-Process…Execute WorkflowRecord Sub-workflow Res…Execution DataEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetGuard Non-Empty queryFilterStamp Processing TimeDate TimeCap Batch VolumeLimitTag Pipeline MetadataSetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Notion

What's inside (31 nodes)

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

AirtableCodeConvert To FileDate TimeExecute WorkflowExecution DataFilterGoogle SheetsHttp RequestLimitLm Chat Google GeminiMergeNotionRemove DuplicatesSetSlackText 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

Architect level

The deepest tier - sub-workflow delegation, state snapshots, and full observability.

  • Classifying text with a Text Classifier and acting on the label
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Airtable, 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 (Slack, Google Sheets, Airtable, 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.

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.