The data center water treatment market will hit $5.90 billion by 2031. Hyperscale facilities and liquid cooling adoption drive this 12.3% compound annual growth rate. Water scarcity forces operators to invest in advanced wastewater equipment. This trend creates a critical infrastructure bottleneck for AI scaling as power and cooling demands surge.