Skip to content
Services

AI Automation & RAG Assistants

n8n automations with LLMs and RAG assistants on your own documents: emails, lead follow-up, document processing and internal Q&A.

In short

I automate repetitive work with n8n and large language models — reading documents, writing and sending emails, updating sheets or CRMs — and I build RAG assistants that answer questions from your own documents with sources. I start with small, well-defined workflows that save time quickly, then extend them.

Sounds familiar?

  • Hours spent copying data between emails, files and spreadsheets
  • Customers or staff ask the same questions again and again
  • Information is buried in PDFs and internal documents

What you get

  • n8n workflows (Gmail, Google Sheets, CRMs, webhooks, OCR, LLMs)
  • RAG assistant on your documents, with sources and access control
  • Error handling, logs and alerts
  • Documentation and handover

How we work

1. Map the task

What happens today, inputs, outputs and rules.

2. Prototype

A working workflow on real examples.

3. Harden

Error handling, limits, monitoring.

4. Hand over

Documentation and training.

Pricing

From 1,000 MAD for a simple automation; RAG assistants on quote

Related work

Related articles

Frequently asked questions

Most repetitive digital tasks: sending and sorting emails, syncing Google Sheets with a CRM, extracting data from PDFs, generating reports or alerts, and calling AI models to write or classify text.

Let's build something great together

Whether you need a full-stack web app, a data dashboard, or a cloud-native deployment — I'd love to hear about it.