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Applied AI·November 12, 2026·1 min read

AI's infrastructure boom is standing on porcelain legs

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The gap between fast, fuzzy search-style interfaces and slow, rigid analytics backends is becoming the bottleneck as AI agents hammer your data plane. If you’re rolling out agents, budget now for re-architecting data infra—caching, indexing, and streaming—rather than assuming your existing warehouse can absorb the load.