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Microsoft Launches Fairwater AI Superfactory Linking Atlanta and Wisconsin

The linked sites operate as one cluster over a dedicated AI‑WAN to run very large model‑training jobs.

Overview

  • Microsoft says the first live Fairwater node connects Atlanta with Mount Pleasant, Wisconsin as a single training complex over high‑speed, dedicated fiber.
  • Fairwater facilities are purpose‑built for unified AI workloads with two‑story layouts, closed‑loop liquid cooling, and capacity to integrate hundreds of thousands of Nvidia GPUs per site.
  • The platform will train and serve next‑generation models for OpenAI, Mistral AI, and xAI alongside Microsoft’s own systems.
  • Technical reporting notes the Atlanta site will deploy Nvidia GB200 NVL72 rack systems, and coverage indicates the cross‑datacenter link began operating in October.
  • Microsoft reported more than $34 billion in capex last quarter and plans to double its global datacenter footprint within two years as rivals scale projects such as AWS’s Project Rainier.