Artificial intelligence infrastructure relies heavily on GPU clusters and specialized processors that consume large amounts of power. These systems generate significantly more heat than traditional servers.

As a result, many AI data centers require advanced cooling technologies such as direct-to-chip liquid cooling or immersion cooling. Designing facilities capable of supporting these technologies is becoming increasingly important as AI adoption accelerates.