# n8n Automations Suite - Case Study | Lumeor Studio

> A massive n8n automation layer that ingests messages from Telegram and WhatsApp, classifies them with GPT, and syncs them to Firebase for analytics.

Case Study • Automation

# n8n Automations Suite

Messaging & Intelligence at Scale | Telegram, WhatsApp, GPT

[Schedule Consultation](https://www.lumeor.studio/contact) [Learn More](#details)

Project Overview

A massive n8n automation layer that ingests messages from Telegram and WhatsApp, classifies them with GPT, and syncs them to Firebase for analytics.

## The Product Story

This is your backend 'automation nervous system'. It connects to user accounts, ingests messages, passes them through GPT classifiers, and stores them structurally.

From there, everything becomes possible: alerting, dashboards, enrichment, AI search.

### Key Capabilities

-   Connects to Telegram/WhatsApp user accounts
-   Ingests and classifies messages via GPT
-   Extracts metadata (Title, Source, Intent, Keywords)
-   Deduplicates and stores in Firebase

## The Challenge

Capturing historical messages reliably and handling large GPT workloads without duplicates.

-   Reliable historical message capture
-   Avoiding duplicates across runs
-   Handling hundreds of thousands of items
-   Managing GPT rate limits and costs

## Solution Delivered

### Architecture

-   Dockerized n8n instance
-   Node.js scripts for specialized client behaviors
-   Efficient batching for GPT processing
-   Firebase integration

### Key Features

-   Telegram user client for full scraping
-   GPT-based title and label generation
-   De-duplication logic (IDs, timestamps, hashes)
-   Extensible design for new channels

## Results & KPIs

✓ 97%+ of message processing fully automated

✓ Unified dataset for analytics

✓ Stable, maintainable workflows

#n8n automation expert#Telegram data pipeline#WhatsApp GPT workflow#Firebase automation#Dockerized n8n setup

## Ready to Build Something Similar?

Let's discuss how we can apply these same strategies to your project.

[Start Your Project](https://www.lumeor.studio/contact)

## Selected work

[

Automation

97%+ of message processing fully automated

n8n Automations Suite

Messaging & Intelligence at Scale | Telegram, WhatsApp, GPT

](https://www.lumeor.studio/case-studies/n8n-automations-suite)[

AI SaaS

97% automation of previously manual takedown tasks

Ovarra

AI-Powered Copyright Protection & DMCA Automation Platform

](https://www.lumeor.studio/case-studies/ovarra-dmca-automation)[

Mobile App

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## Ready to Transform Your Business?

Schedule a free 30-minute consultation to discuss your goals, challenges, and how we can help you scale with technology.

-   ✓ No commitment required
-   ✓ Expert technical advice
-   ✓ Custom roadmap discussion

[Schedule Free Consultation](https://www.lumeor.studio/contact)

Or email us at hello@lumeor.studio

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Source: https://www.lumeor.studio/case-studies/n8n-automations-suite/