Distill meeting notes with Slack and Google Sheets
Fires the moment a webhook arrives across Slack, Google Sheets and Telegram, scores the sentiment of every message, then branches on the check before anything is written. Built for conversational AI, around a "Stamp & Shape Request" step, in 19 documented nodes.
Distill meeting notes with Slack and Telegram end to end. 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 Slack, Google Sheets, Telegram. 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 Slack and Google Sheets in step for conversational AI, without anyone re-typing a row
- ✓A failed Slack or Google Sheets call is retried rather than dropped, at any of the 19 nodes in this conversational-AI build
- ✓Branches rejoin before Slack, so a conversational-AI run reports once rather than 19 times
- ✓Every conversational-AI run leaves an audit row behind, alongside Slack
- ✓Fans the same result out to Telegram in the same run, for conversational AI
Use cases
- →Teams keeping Slack and Google Sheets aligned by hand for conversational AI
- →Pushing conversational-AI events into Slack and Google Sheets the moment they land, not on the next poll
- →Conversational AI work where "Stamp & Shape Request" is still a manual step before Slack
- →Conversational AI work that only reaches Slack when a webhook arrives, when someone remembers to start it
Integrations
Workflow preview (19 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
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.
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
Advanced levelAdds 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 Telegram 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, Telegram). 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.
Related templates
Run an assistant workflow: Google Sheets, Telegram & Slack
Conversational AI on n8n: runs when a webhook arrives across Google Sheets, Telegram and Slack, starting at "Stamp & Shape Request". Looks the answer up in a vector store. 22 documented nodes.
Summarize documents with Google Sheets & MySQL
Conversational AI on n8n: runs when a webhook arrives across Google Sheets, MySQL, Telegram and Slack, starting at "Collect Raw Text". Pulls structured fields out of free text. 22 documented nodes.
Run an AI agent task: Google Sheets + field extraction
Conversational AI on n8n: runs when a webhook arrives across Google Sheets, Slack and Telegram, starting at "Collect Raw Text". Pulls structured fields out of free text. 22 documented nodes.
Summarize long emails with Google Sheets and Slack
Conversational AI on n8n: runs when a webhook arrives across Google Sheets, Slack and Telegram, starting at "Keep Valid Requests". Classifies each item with a language model. 23 documented nodes.