Generative AI (genAI) is pushing the envelope in terms of the computing power and capabilities in data centers, creating challenges for those in charge of IT infrastructure in terms of power, cooling, lifecycle management, and sustainability. This report highlights the top drivers for AI infrastructure and offers critical guidance to IT leaders on how to understand, invest, and take advantage.