AI Investment Realities: Infrastructure, Storage, and Geopolitics
AI Investment Realities: Infrastructure, Storage, and Geopolitics
While NVidia grabs the headlines, the unsung beneficiaries of this hardware boom are memory and storage manufacturers. Large-scale AI training requires massive amounts of High Bandwidth Memory (HBM) and vast data storage. Companies like Micron, Samsung, SK Hynix, and Western Digital (owner of SanDisk) are seeing huge demand for HBM and HDD/SSD storage. Interestingly, these hardware giants trade at much healthier valuations, with Price-to-Earnings (P/E) ratios hovering around 10. This lower valuation exists because memory is historically a highly cyclical business (subject to massive supply-and-demand swings) and faces severe competitor replacement risks, unlike more established moat businesses that command higher P/E ratios (20 to 30) due to their steady predictability.
While NVidia grabs the headlines, the unsung beneficiaries of this hardware boom are memory and storage manufacturers. Large-scale AI training requires massive amounts of High Bandwidth Memory (HBM) and vast data storage. Companies like Micron, Samsung, SK Hynix, and Western Digital (owner of SanDisk) are seeing huge demand for HBM and HDD/SSD storage. Interestingly, these hardware giants trade at much healthier valuations, with Price-to-Earnings (P/E) ratios hovering around 10, compared to software companies with triple-digit P/Es.
Looking ahead, the market dynamics are shifting. We are seeing a clash between Western closed-source giants and Chinese open-source models, which are much cheaper to run and integrate. Geopolitically, we are witnessing a familiar pattern: while Western tech giants are heavily focused on enterprise AI solutions, consumers in the West are increasingly turning to Chinese manufacturers for affordable hardware and consumer products. We are once again acting as distribution bridges for Chinese consumer products while local giants remain busy serving the enterprise cloud.
It is highly uncertain if this massive capital expenditure cycle will continue at this pace until 2027 and beyond. Investors must prepare for potential market corrections as the initial infrastructure buildout stabilizes and hardware depreciation costs begin to impact corporate balance sheets.
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