RAG Doesn't Fix Bad Data: The Cleanup Trap
The 'Cleanup Trap' is the false belief that RAG's retrieval layer can compensate for fragmented and inconsistent data. Without a solid data foundation, models hallucinate, expose unauthorized contexts, and fail to deliver value. The solution: real-time validation and zero-trust architectures.


