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Blaize Holdings Inc provides transformative artificial intelligence (AI)-enabled edge computing solutions comprised of both its proprietary hardware and software, and third-party hardware solutions. Its portfolio includes programmable AI processors in various form factors, which can be deployed across sectors such as smart cities, defense, retail, and enterprise markets. The company operates as a single operating and reportable segment. The majority of the company's revenue is derived from Hardware revenue, which includes the sale of its semiconductor products and/or third-party hardware products that support semiconductor products through various supply agreements. Geographically, it generates the maximum revenue from China.

Nvidia is a leading developer of graphics processing units. Traditionally, GPUs were used to enhance the experience on computing platforms, most notably in gaming applications on PCs. GPU use cases have since emerged as important semiconductors used in artificial intelligence to run large language models. Nvidia not only offers AI GPUs, but also a software platform, Cuda, used for AI model development and training. Nvidia is also expanding its data center networking solutions, helping to tie GPUs together to handle complex workloads.