Cutting RAG inference costs 6x starts with deciding what never reaches the LLM

RAG systems in regulated settings should route only ambiguous cases to the LLM, not every query. Deciding what never reaches the model cuts inference costs by 6x and improves auditability. The approach prioritizes deterministic rules and retrieved context before invoking the language model.