Yes. So basically RAG is RAM for human and AI to interact with each other. Doing no RAG is on one side unprecise (for lack of context) and on the other side inefficient (think of non-RAG as having a more general attention).

Inefficiency (in other words, higher expense)is sometimes even easier to perceive for decision-makers