What is RAG and how does it work in a company?
RAG (Retrieval-Augmented Generation) lets AI models answer questions based on your company's documents - not generic knowledge from the internet. See how it works and where it delivers real value.
Articles about AI, automation and the future of work
RAG (Retrieval-Augmented Generation) lets AI models answer questions based on your company's documents - not generic knowledge from the internet. See how it works and where it delivers real value.
68% of employees use AI without IT's approval. 38% paste sensitive data. Blocking doesn't work. How to build an AI policy your people actually follow instead.
MCP is the open standard connecting AI to your tools. Instead of seven chatbots, one assistant that reaches HubSpot, Gmail, Slack and Drive in a single question.
If you already wire n8n into HubSpot, write Make scripts for reporting, or automate employee onboarding — you have everything you need to deploy AI in your organisation. Five concrete automations to ship first.
Corporate knowledge trapped in SharePoint, ChatGPT with customer data, experts answering the same question 50 times — the concrete problems Ragen solves. For European companies in B2B manufacturing, professional services, and logistics.
Your first company knowledge assistant can be shipped in four weeks. A step-by-step playbook — audit, hybrid retrieval, eval set, pilot. Downloadable templates.
If your AI Assistant runs on the "European region" of a US cloud provider, it does not meet the EU definition of data sovereignty — regardless of what the contract says. The AI Act starts applying to high-risk systems in August 2026.