Skip to content
AdvancedPremiumDocument ProcessingWebhook trigger22 nodes

Distill long emails with Airtable

Fires the moment a webhook arrives across Airtable, Google Sheets and Telegram, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for invoices, around a "Stamp & Shape Document" step, in 22 documented nodes.

Distill 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 22 nodes across Airtable, 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. The result is a hands-off process that just works.

Key benefits

  • Keeps Airtable and Google Sheets in step for invoices, without anyone re-typing a row
  • A failed Airtable or Google Sheets call is retried rather than dropped, at any of the 22 nodes in this invoices build
  • Branches rejoin before Airtable, so a invoices run reports once rather than 22 times
  • The invoices AI step is isolated from Airtable, so models swap without touching the other 22 nodes
  • Fans the same result out to Telegram in the same run, for invoices

Use cases

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

Integrations

AirtableGoogle SheetsTelegramSlackHTTP / REST APIOpenRouter

Workflow preview (22 nodes)

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

Receive Inbound WebhookWebhookStamp & Shape DocumentSetPayload Valid?IfRecord Rejected InputAirtableReason & Act (AI Agent)AgentOpenRouter Chat ModelLm Chat Open RouterLookup API DataTool Http RequestThink It ThroughTool ThinkRun CalculationsTool CalculatorShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…AirtableEscalate to Human QueueSlackJoin OutcomesMergeSerialize Run Output (C…Convert To FileArchive Row SnapshotAirtableSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Tel…TelegramPark in Dead-Letter Que…Google Sheets

What's inside (22 nodes)

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

AgentAirtableConvert To FileGoogle SheetsIfLm Chat Open RouterMergeSetSlackTelegramTool CalculatorTool Http RequestTool ThinkWebhook

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.

  • Lookup API Data · HTTP request
  • Run Calculations · Calculator
  • Think It Through · Scratchpad reasoning

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

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • Routing classified output into separate action branches
  • 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 (Airtable, Google Sheets, Telegram, Slack, …). 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.