Rapidly deployable, self-contained water purification and cooling units designed for emergency situations at data centers. These units can treat alternative water sources and provide temporary cooling to prevent data loss during closed-loop system failures or water shortages. They incorporate AI-driven predictive failure analysis to preemptively address potential system breakdowns.