Naive RAG passes the demo and fails the audit. The citation-guard pattern keeps fintech AI honest: retrieve with citations, quote numbers, abstain when unsure, verify before shipping. A wealth platform demoed an AI assistant that answered client questions in plain English.
Source: [Dev.to](https://dev.to/justsoftlab_x01/citation-guard-production-rag-patterns-for-regulated-fintech-1fel)