This white paper from Digital Realty outlines the critical role of future-ready IT infrastructure in enabling sustainable and scalable AI adoption. It explains how AI's evolution—from machine learning to deep learning and GenAI—requires hybrid IT architectures with high-performance compute, efficient cooling, and strategic data placement. Key AI workflow stages include data aggregation, training, and inference, each with unique infrastructure needs. IT leaders must address challenges like data quality, latency, cost, and interconnectivity. Digital Realty advocates modular, energy-efficient, and scalable data center solutions, offering colocation and connectivity via PlatformDIGITAL® and ServiceFabric™ to support enterprise AI deployments.

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