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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.

Broadcom is one of the largest semiconductor companies in the world and has also expanded into infrastructure software. Its semiconductors primarily serve computing and networking, with custom AI accelerators now accounting for the bulk of the business. It is primarily a fabless designer, but holds some manufacturing in-house, such as for its best-of-breed film bulk acoustic resonator filters that sell into the Apple iPhone. In software, it sells virtualization, infrastructure, and security software to large enterprises, financial institutions, and governments. Broadcom is the product of consolidation. Its businesses are an amalgamation of former companies like legacy Broadcom and Avago Technologies in chips, as well as VMware, Brocade, CA Technologies, and Symantec in software.