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Architecting Production AI Across Clouds: Patterns That Decide System Survival

calendar_today September 16, 2026 person VenkataSrinivas Kantamneni domain dzone

Most enterprise AI post-mortems do not blame the model. They blame the storage tier that starved the accelerators, the identity policy that over-granted access, the cost model that ignored egress, the forecast that leaked future data, or the region that failed and took a business process with it. The hard part of production AI was never intelligence.

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