Switzerland, March 18 -- As AI drives unprecedented demand for data center capacity, the industry faces a growing challenge in aligning rapidly expanding compute infrastructure with available power. To address this, Siemens Smart Infrastructure is expanding its data center ecosystem through a strategic investment in, and partnership with, Emerald AI, alongside the integration of Fluence battery energy storage solutions, and the addition of collaborative physics-based AI modeling with PhysicsX. Together, these capabilities create flexibility across compute, energy, and infrastructure systems, helping data center operators connect to the grid faster, scale efficiently, and operate reliably in a power-constrained world.Emerald AI enables AI wo...