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What is an AI Native Cloud?

Together AI

Together AI describes an AI Native Cloud as infrastructure purpose-built for AI companies that iterate weekly, train models continuously while serving users at scale, and need rapid integration of frontier research. The companies they serve can scale from prototype to millions of users within months and require GPU-driven infrastructure with NVLink interconnects, unified software stacks, and developer-centric APIs rather than traditional CPU-optimized cloud services. An AI Native Cloud enables faster experimentation cycles, reduces friction between research and production, and allows AI-native companies to maintain competitive advantage through rapid iteration and scaling at startup speed.

Why it matters

AI-native companies need infrastructure built for models, not legacy workloads. Learn what defines an AI Native Cloud and why it matters for the next platform shift.

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