Retrieval-augmented generation breaks at scale because organizations treat it like an LLM feature rather than a platform discipline. Enterprises that succeed with RAG rely on a layered architecture.

I’ve often seen cases in fintech where compliance was treated like a finish line—one that can be crossed and left behind. Even today, many companies operate under the impression that you can get a ...