AI integration in the data center promises to improve data center operations considerably. The incorporation of pattern recognition and decision-making abilities allows the data center to function not dissimilarly from the human brain; strengthening the connections that lead to successful outcomes and gradually improving performance through experience. However, AI introduces unprecedented challenges in data centers; not just in power, but in cooling, latency, deployment speed, and geography.