Mixed-Density Data Center Cooling Control Software Market

Optimization & control is estimated at 29.0% by software function in 2026, with dry coolers projected at 29.0% and the 251-500 kW rack-density band forecast at 34.0%. Hyperscale AI is expected to account for 48.0% by data center type, while Cooling OEM direct is set at 36.0% by route to market. Adoption depends on coordination between air-cooled capacity and liquid-cooled AI infrastructure. Reliable telemetry and fail-safe commissioning determine how much control authority operators will grant software.