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AdvancedProfessionalAI AgentsWebhook trigger19 nodes

Summarize long emails for research assistant

Fires the moment a webhook arrives across Google Sheets, Microsoft Teams and Slack, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for research assistant, around a "Stamp & Shape Request" step, in 19 documented nodes.

Summarize long emails with Google Sheets and Microsoft Teams at scale. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 19 nodes across Google Sheets, Microsoft Teams, Slack. 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 Microsoft Teams in step for research assistant, without anyone re-typing a row
  • A failed Google Sheets or Microsoft Teams call is retried rather than dropped, at any of the 19 nodes in this research-assistant build
  • Branches rejoin before Google Sheets, so a research-assistant run reports once rather than 19 times
  • The research-assistant AI step is isolated from Google Sheets, so models swap without touching the other 19 nodes
  • Fans the same result out to Slack in the same run, for research assistant

Use cases

  • Teams keeping Google Sheets and Microsoft Teams aligned by hand for research assistant
  • Research assistant work that needs a judgement call per item before it reaches Google Sheets
  • Pushing research-assistant events into Google Sheets and Microsoft Teams the moment they land, not on the next poll
  • Research assistant work where "Stamp & Shape Request" is still a manual step before Google Sheets

Integrations

Google SheetsMicrosoft TeamsSlackHTTP / REST APIOpenRouter

Workflow preview (19 nodes)

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

Receive Inbound WebhookWebhookStamp & Shape RequestSetPayload Valid?IfRecord Rejected InputGoogle SheetsReason & Act (AI Agent)AgentOpenRouter Chat ModelLm Chat Open RouterLookup API DataTool Http RequestCustom Logic ToolTool CodeSearch Reference WikiTool WikipediaShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…Google SheetsEscalate to Human QueueSlackJoin OutcomesMergeSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to Microso…Microsoft TeamsCapture Failure ContextSetEscalate Failure to Mic…Microsoft Teams

What's inside (19 nodes)

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

AgentGoogle SheetsIfLm Chat Open RouterMergeMicrosoft TeamsSetSlackTool CodeTool Http RequestTool WikipediaWebhook

Agent tools included (3)

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
  • Search Reference Wiki · Wikipedia

This agent runs without conversation memory - each run starts from the incoming request.

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

Advanced level

Adds branching depth and audit logging on top of the core pattern.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Google Sheets, Slack and Microsoft Teams 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, Microsoft Teams, Slack, 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.