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Beyond Search: RAG’s Awakening to Enterprise Spreadsheets

TL;DR for operators Most enterprise RAG failures do not begin at the chatbot. They begin earlier, when the retrieval system slices policy manuals into arbitrary chunks, flattens tables into textual porridge, ignores metadata, retrieves semantically similar but operationally wrong passages, and then asks an LLM to look confident. Naturally, the LLM obliges. It has excellent manners. ...

July 17, 2025 · 20 min · Zelina