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Winning on AI Economics: The Dell AI Data Platform Advantage

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Abstract

GPU utilization and inference efficiency are the keys to better token economics and higher revenue. This session demonstrates how the Dell AI Data Platform uses best-of-breed file, object, and parallel file storage on AMD-based infrastructure to maximize GPU utilization, cut cost-per-token, and accelerate time to compute. Attendees will see how Dell storage engines reduce idle accelerator cycles and deliver faster Time to First Token through KV Cache offloading -- shifting storage from a cost center into a direct margin driver.

July 22, 2026 2:00 PM - 2:25 PM PDT

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