This executive-focused ebook examines the growing infrastructure challenges posed by generative and agentic AI systems. It explains how traditional compute management leads to wasted resources, escalating costs, and operational complexity. The guide introduces compute orchestration as a strategic solution for dynamically allocating GPUs and CPUs across hybrid and multi-cloud environments. It highlights benefits such as improved utilization, cost control, scalability, and governance. Through architectural diagrams and industry context, the ebook demonstrates how intelligent orchestration enables organizations to support advanced AI workloads while maintaining reliability, security, and financial sustainability.

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