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IntermediateProfessionalDocument ProcessingWebhook trigger16 nodes

Summarize long emails with Slack & Airtable

Fires the moment a webhook arrives across Slack, Airtable and Telegram, summarises long text with an AI chain. Built for invoices, around a "Read Recent from Airtable" step, in 16 documented nodes.

Summarize long emails with Airtable and Telegram. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for legal & compliance. It fires on a webhook and orchestrates 16 nodes across Slack, Airtable, 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. Nothing slips through the cracks.

Key benefits

  • Keeps Slack and Airtable in step for invoices, without anyone re-typing a row
  • A failed Slack or Airtable call is retried rather than dropped, at any of the 16 nodes in this invoices build
  • The invoices AI step is isolated from Slack, so models swap without touching the other 16 nodes
  • Fans the same result out to Telegram in the same run, for invoices
  • Pinned sample data ships with it — run all 16 nodes for invoices before wiring Slack

Use cases

  • Teams keeping Slack and Airtable aligned by hand for invoices
  • Pushing invoices events into Slack and Airtable the moment they land, not on the next poll
  • Invoices work where "Read Recent from Airtable" is still a manual step before Slack
  • Invoices work that only reaches Slack when a webhook arrives, when someone remembers to start it

Integrations

SlackAirtableTelegramGroq

Workflow preview (16 nodes)

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

On Telegram EventTelegram TriggerRead Recent from Airtab…AirtableNewest FirstSortTrim to Digest SizeLimitSummarize Content (AI)Chain SummarizationGroq Chat ModelLm Chat GroqRender as HTMLMarkdownPost Digest to TelegramTelegramPost Digest to SlackSlackConfirm All SendsMergeArchive Digest in Airta…AirtableSummarize Run StatsSetAppend Audit Row (Airta…AirtableSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…Slack

What's inside (16 nodes)

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

AirtableChain SummarizationLimitLm Chat GroqMarkdownMergeSetSlackSortTelegramTelegram Trigger

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.

  • Using a Chain for fixed AI steps instead of paying for an Agent
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Telegram, Airtable and Slack 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, Airtable, 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.

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.