AI data centers are facing significant challenges in scaling operations due to increasing demands on power infrastructure and cooling systems. Power consumption and thermal management have become critical bottlenecks that require innovative solutions to support the continued expansion of AI computing capabilities. Industry stakeholders are focusing on these infrastructure challenges as essential factors for future data center deployment and performance.