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IDC: The AI Efficiency Gap: from Total Cost of Ownership Crisis to Optimised Cost and Performance

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The rise of generative AI has exposed a critical "AI efficiency gap" on legacy cloud infrastructure, leading to a TCO crisis from underutilized resources. This IDC white paper, based on a survey of 1,300+ AI leaders, explores why this gap exists and how to close it. Learn how a unified, system-aware approach to AI infrastructure can eliminate waste, reduce complexity, and maximize the performance-per-dollar of your AI investments. Download the report to build more intelligent, holistic systems.

Read the full white paper for complete data and design guidance.

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