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ExpertEnterpriseRAG / Knowledge BaseWebhook trigger33 nodes

Distill long emails: Google Sheets & Slack for q&a

Fires the moment a webhook arrives across Google Sheets, Slack and Notion, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for q&a, around a "Reason & Act (AI Agent)" step, in 33 documented nodes.

Distill long emails with Notion and Microsoft Teams and log the results. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 33 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. What used to take a morning now runs on its own.

Key benefits

  • Keeps Google Sheets and Slack in step for q&a, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or Slack are skipped, across all 33 nodes of this q&a build
  • A failed Google Sheets or Slack call is retried rather than dropped, at any of the 33 nodes in this q&a build
  • Bad input stops the run for q&a instead of landing in Google Sheets
  • Branches rejoin before Google Sheets, so a q&a run reports once rather than 33 times

Use cases

  • Teams keeping Google Sheets and Slack aligned by hand for q&a
  • Q&a work that needs a judgement call per item before it reaches Google Sheets
  • Pushing q&a events into Google Sheets and Slack the moment they land, not on the next poll
  • Q&a work where "Reason & Act (AI Agent)" is still a manual step before Google Sheets

Integrations

Google SheetsSlackHTTP / REST APINotionMicrosoft TeamsOpenRouter

Workflow preview (33 nodes)

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

Receive Inbound WebhookWebhookRequired Fields Present?IfAbort — Malformed InputStop And ErrorReason & Act (AI Agent)AgentOpenRouter Chat ModelLm Chat Open RouterLookup API DataTool Http RequestCustom Logic ToolTool CodeConversation MemoryMemory Buffer WindowShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…NotionEscalate to Human QueueSlackJoin OutcomesMergeLoad Previous SnapshotNotionCompute Drift vs Snapsh…CodeEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesOffload to Post-Process…Execute WorkflowRecord Sub-workflow Res…Execution DataStamp Completion TimeDate TimePersist Run MetadataExecution DataSort Documents Newest F…SortCap Batch VolumeLimitSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to Microso…Microsoft TeamsCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Google Sheets

What's inside (33 nodes)

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

AgentCodeConvert To FileDate TimeExecute WorkflowExecution DataGoogle SheetsHttp RequestIfLimitLm Chat Open RouterMemory Buffer WindowMergeMicrosoft TeamsNotionRemove DuplicatesSetSlackSortStop And ErrorTool CodeTool Http RequestWebhook

Agent tools included (2)

An AI Agent is only as capable as the tools wired into it. These are read from the template's own graph — every one is a real node in the file you download.

  • Custom Logic Tool · Custom code
  • Lookup API Data · HTTP request

Conversation memory is attached, so the agent carries earlier turns of a session.

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.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Notion, 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 (Google Sheets, Slack, HTTP / REST API, Notion, …). 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.