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Work26

n8n Automation

n8n workflows with AI agents that classify and enrich company records and keep the CRM up to date automatically.

Role
Backend
Built for
Work and Travel Guide GmbH (WTG)
Status
private
Stack
n8n, Claude API, Airtable API, JavaScript

The project

A collection of n8n workflows that use AI agents powered by Claude to keep a large company database in Airtable clean, categorized, and enriched, without manual data entry.

Company categorization:

  • An AI agent classifies each company into one of a fixed set of industry categories based on its summary, writing the result straight back to the database
  • Only processes records that are missing a category and skips the rest
  • Token usage logging to track AI cost per run

Record enrichment:

  • AI-generated company summaries from raw business data
  • Validation of contact details before records are synced to the CRM
  • Automatic duplicate prevention across runs

Both workflows:

  • Run automatically on a schedule, fully automated end to end
  • Error handling so a single failed record doesn't stop the batch

Next project

All work

Python Scraper

Work and Travel Guide GmbH (WTG) · Backend