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Federal agencies face mounting challenges in scaling AI due to fragmented infrastructure, strict security and data sovereignty requirements, and inefficient resource utilization. As AI becomes mission critical, from national defense to public health, government systems must evolve beyond outdated, siloed environments to support secure, high performance and future ready AI deployment.