
When RAG is not enough
Pablo Romeo
Co-Founder & CTO
Have you ever implemented a solution using Retrieval-Augmented Generation (RAG), only to find it just doesn’t work? Unfortunately, it’s a very common pitfall. Not every document interaction problem calls for RAG, especially when the answers your business needs aren’t found in a single paragraph or document. Discover when RAG works, when it doesn’t, and how progressive context enrichment and tool discovery can deliver better results for enterprise challenges.


















