Groundwater and soil contamination near several US data centers and herbicide plants triggered state investigations. PFAS chemicals, used in cooling and manufacturing, leaked into local environments. This environmental fallout creates new regulatory hurdles for AI infrastructure developers. Firms must now address chemical runoff to avoid costly litigation and site shutdowns.