GraphRAG Explained: Why Knowledge Graphs Will Replace Basic Chatbots for Business

Microsoft open-sourced GraphRAG and it achieves 3.4x better accuracy than traditional RAG. Most AI chatbot vendors are still using basic vector search. Here is why that matters for your business.

Your AI chatbot gives wrong answers. Not always, but often enough that your team has learned not to trust it. They ask a question about company policy, get a confident-sounding response, and then spend 20 minutes verifying it manually anyway. At that point, what is the chatbot actually saving you? T