Why RAG Systems Keep Failing Enterprise Teams

2026-06-22 — By James Kilpatrick

Retrieval-augmented generation was supposed to solve enterprise AI's hallucination problem. In practice, most RAG deployments underperform badly — not because the technology is flawed, but because the data infrastructure, chunking strategies, and evaluation frameworks are wrong.

Tags: #rag, #enterprise, #ai, #knowledge-management, #llm, #retrieval