Liquid Cooling Poses Unfamiliar Chemical Challenges for Data Centers

GPU-driven AI clusters demand liquid cooling faster than most data center operators have built expertise in managing it. Fluid chemistry, corrosion, pump wear, and biofilm — hazards familiar in industrial plants but novel to most data center teams — create new operational risk. Omen AI's monitoring platform tracks coolant health in real-time, enabling predictive maintenance before thermal failures trigger unplanned outages.