The blog

Practical writing on knowledge graphs, semantic AI and the engineering around them. Written from our own projects.

October 12, 2026GraphRAGknowledge graphsLLM
GraphRAG explained for CTOs: when a knowledge graph beats vector search
Plain RAG finds text that looks similar. GraphRAG finds facts that are connected. How they differ, when the graph is worth it, and how to test it in four weeks.

Have a project in mind?

Tell us about your data, your product or your AI use case. We reply within one business day with honest first thoughts.

Start a conversation