Maximizing AI Factory Performance per Watt With NVIDIA DSX MaxLPS
NVIDIA, Monday, August 24th, 2026
NVIDIA DSX MaxLPS targets AI output per megawatt as the binding constraint in power-limited data centers.
NVIDIA frames AI factories as power-constrained industrial systems, arguing the question is no longer how many GPUs fit in a data center but how much AI output each available megawatt can deliver.
Once power rather than space or capital is the binding constraint, every design decision is evaluated against watts.
This post covers NVIDIA DSX MaxLPS and how it maximizes performance per watt across the factory. The framing reflects the reality operators face when grid interconnection, not procurement, determines how quickly capacity can grow.