AI Workload Deployment in Data Centers: A strategic framework for decision-making

Deploying high-density AI workloads presents both a challenge and a strategic opportunity for data center owners. For colocation companies, supporting tenant AI workloads is essential. For enterprises, deploying AI across processes, offers, and services is crucial for innovation and competitiveness.While much focus is on new facilities and “AI factories,” executives are evaluating existing facilities with excess capacity. Can return on capital be improved by retrofitting existing data centers for energy-dense AI infrastructure? Is it faster or more cost-effective than building new or outsourcing? This report helps answer these questions.

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