Liquid Cooling Strategies for AI Infrastructure

This document is a technical report that discusses the varying strategies employed by data center operators worldwide regarding the adoption of AI technologies and liquid cooling solutions. It outlines the strategic question operators face about whether to wait for next-generation GPUs or to proceed with available hardware. The report describes how different regions—Asia, the U.S., and Europe—approach AI infrastructure with distinct philosophies. The Asian market is characterized by rapid adaptation and pilot testing, while the U.S. is led by hyperscalers focusing on scaling solutions and establishing standards. Europe emphasizes sustainability through regulatory compliance, such as the Energy Efficiency Act. The report also addresses potential supply chain issues related to AI chip production and outlines the importance of modular planning in developing scalable and efficient infrastructure. By presenting these insights, the report serves to inform operators about the competitive advantages of early engagement in AI projects and the implications of regional strategies on global infrastructure development.