AI and other heavy workloads push past what air cooling can handle in many cases. They call for stronger power feeds and often direct liquid cooling. Older buildings may also need a closer look at floor loading, since a fully loaded liquid-cooled rack is much heavier than a traditional one, and at the secondary distribution that serves it. https://auerbridge.com/research/water-stewardship-verification/