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May 20, 2025·7 min read

Is your lakehouse ready for AI agents? Probably not.

AI agents need fresh, structured, real-time accessible data. Your lakehouse was designed for batch. That gap is wider than you think.

The lakehouse promise is beautiful: all your data in one place, queryable, versioned, governed. For analysts, data scientists, dashboards — the lakehouse delivers.

For operational AI agents, it creates fundamental problems most teams don't anticipate.

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DataArchitecture