Nvidia Wants to Own Every Chip Inside AI Data Centers
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Nvidia is expanding its strategy to supply complete AI data center systems, including both GPUs and its new Vera CPUs, to better support complex agentic AI workflows. The company is positioning its 'plug-and-play' Vera Rubin superchip racks as the new standard for high-performance AI infrastructure.
Why it matters
Nvidia's move to control both CPU and GPU supply chains could further solidify its dominance in the AI hardware market and influence how data centers are architected.
During a lengthy technical workshop last week at the company’s headquarters in Santa Clara, California, Nvidia executives boasted to a small group of journalists about the chip system’s increased power and efficiency capabilities. The biggest takeaway: Nvidia, which has long specialized in making GPUs, is increasingly trying to position itself as a supplier of CPUs that can power AI agents.
While GPUs are still the main hardware that companies use to train and run their AI models, the industry's shift toward more complex, agentic systems has increased demand for CPUs, which can orchestrate data flows, networking, and other software tasks. That's likely one reason Nvidia has been eager to promote itself as a supplier of complete AI systems, rather than just AI chips.
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