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Explore sustainable infrastructure strategies for AI Factory development in this 49-minute conference talk from SNIA SDC 2025. Examine the critical architectural decisions facing organizations in the wake of AI's transformative impact on IT infrastructure, including whether to retrofit existing systems, build from scratch, or adopt a wait-and-see approach. Learn about the AI Factory Spectrum framework for identifying sustainable solutions to infrastructure challenges, with focus on data lifecycle management opportunities through AI data migration and energy optimization strategies for training AI models once while enabling multiple use cases. Discover architectural use cases that balance the competing demands of rapid AI adoption with sustainable infrastructure practices, addressing the decision paralysis many infrastructure leaders face when evaluating purposeful infrastructure plans. Gain insights into how governments and enterprises can make informed capital and personnel investments in AI infrastructure while advancing sustainability goals through strategic data and energy management approaches.
