The death of traditional databases [Short]

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• Enterprise data platform transformation: “trillion-token organisational context” as competitive advantage. The insight is that enterprises with large, well-structured internal knowledge bases are the ones that extract disproportionate value from LLM agents.
• RAG at scale has limitations that become visible only when the context volume exceeds what traditional retrieval architectures can handle — the “death of traditional databases” framing is about knowledge architecture, not storage infrastructure.