AI scale has no time for Postgres bottlenecks

30% of leaders say the database is the first point of failure in AI overload scenarios. That is not because teams chose the wrong cloud. It is not because they miscalculated capacity. It is because most traditional databases were built for a different era of computing. They were designed around vertical growth, predictable traffic, and human-paced interaction. AI breaks all three assumptions at once.

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