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Dell Enterprise Hub is all you need to build AI on premises

Read the full articleDell Enterprise Hub is all you need to build AI on premises on Hugging Face

What Happened

Dell Enterprise Hub is all you need to build AI on premises

Our Take

Dell is selling a box, plain and simple. If you're building AI on-premises, you're running into vendor lock-in, and that's the real problem, not the hardware. It’s just a distribution layer designed to make the setup easier for the enterprise stack.

Don't confuse proprietary infrastructure with actual intelligence. You can run massive, fine-tuned models on commodity GPUs with proper orchestration tools, regardless of who sells the hub. Focus on the software stack and open standards, not proprietary hardware hooks.

What To Do

Evaluate open-source orchestration tools (like Kubeflow or Ray) for managing your on-premises AI workloads instead of relying solely on proprietary hubs.

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