Investment in the hardware segment of the AI industry chain is now gaining more solid support. While investors can participate in the AI transformation wave through various indirect, horizontal, or downstream channels, the most direct path still holds upside potential. Admittedly, investing in "shovels and picks" during a gold rush is a proven way to build wealth, but striking gold directly is also a viable strategy. For the technology sector, this means holding tangible chip products. Analyst Vivek Arya of Bank of America has raised the 2026 global semiconductor industry revenue forecast to $1.3 trillion, driven by the development and expansion of companies such as NVIDIA (NVDA), Broadcom (AVGO), and Marvell Technology (MRVL). Arya stated, "We continue to believe that the AI/data center segment will contribute the majority of growth through computing, networking, and storage chips." Analysts project that the semiconductor market will reach a size of $2 trillion in just four years, corresponding to a compound annual growth rate of approximately 11.4%. Earlier this week, Gartner also released an optimistic forecast for the semiconductor industry, aligning with the aforementioned $1.3 trillion annual expectation. This would mark the industry's third consecutive year of double-digit growth, highlighting its critical importance to the AI boom. This also underscores the contrast between infrastructure-focused investments and the practical implementation of AI applications. However, examining the risks faced by chip manufacturers and network equipment companies can also help assess when the AI hype cycle might slow or even subside. On one hand, most of these companies view trillion-dollar technology platforms as their largest customers. Tech giants will do everything they can to develop and use their own solutions across the entire business chain—if they can produce their own AI chips and even sell them externally, why would they continue purchasing from NVIDIA exclusively? A signal confirming this risk came from Amazon.com (AMZN) CEO Andy Jassy, who indicated on Thursday that the e-commerce giant is poised to launch its own AI processor, competing directly with NVIDIA and Advanced Micro Devices (AMD). Given Amazon's capabilities, Jassy also explicitly stated that the company expects to beat current chip leaders on price. In his annual shareholder letter, he said, "Having our own popular AI chips opens up many possibilities, the most important of which is reducing costs for customers and achieving better profitability for the AWS cloud business." The market considers Meta Platforms, Inc. (META), with its advertising business system, as one of the companies best positioned to achieve vertical integration and monetize AI technology effectively. However, Amazon's move to enter another segment of the AI supply chain will undoubtedly present strong competition.
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