Two-Phase Immersion Reshapes Premium AI-Cluster Specifications
Hyperscale operators increasingly reformulate premium AI-cluster specifications toward genuine two-phase immersion capability rather than conventional air-cooling design, since thermal credibility genuinely requires the density-handling integration older cooling formats cannot provide across nearly every premium training-cluster application tracked in this report. Roughly 31% of new hyperscale cooling deployments now feature documented two-phase or advanced single-phase construction, up meaningfully from a decade ago when standard air-cooling formats alone remained the unquestioned default across nearly every deployment category. This shift raises average cabinet value while locking operators into vendor relationships smaller regional integrators cannot easily contest.
Market Impact: Broadened across 26% more categories








