Illustration of artificial intelligence and RAG
Published: August 25, 2026 · AMLUX SAS TECH

The problem with generic AI

Language models like ChatGPT or Claude are powerful, but they don't know your company. If you ask them about your internal policies, your prices or your contracts, they don't have that information: they either give a generic answer or make one up (what's known as a hallucination). For a company, that's a risk.

What is RAG

RAG stands for Retrieval-Augmented Generation. Put simply: instead of letting the AI answer from memory, it first retrieves the relevant information from your own documents and then generates the answer using that information. It's like an employee who checks the company manual before answering.

How it works, in 3 steps

Real use cases

Why it matters for your company

How to get started

You don't need to know anything about AI. We start with a diagnostic of your documents and processes, validate a use case with a pilot, and take it to production. If you want your team to have an assistant that truly knows your company, let's talk.