3 AI Infrastructure Stocks With Real Exposure to Data Center Demand

AI fever, possible Fed rate hikes, rising energy costs, and a messy trade backdrop are reshaping where capital flows next. Some stocks tightly linked to data centers, cloud capacity, and GPU infrastructure appear directly exposed to that mix of inflation pressure and AI demand. This article explains how three such AI and data center stocks could be positioned, so you can judge whether they deserve a closer look or a wider margin of safety.

The stocks covered below are just a sample, and the broader AI and data center screen surfaced 61 more US and Canadian companies with equally compelling narratives that do not fit into one article. To see the wider field, analyze quality signals, and identify your own highest conviction angles, go straight to the AI & Data Center Infrastructure Stocks screener.

Broadcom (AVGO)

Broadcom is one of the clearest pure infrastructure plays in this AI and data center screener, supplying the networking, custom chips, and software stack that help hyperscalers build and run GPU heavy facilities.

Broadcom generates about US$59.4b from Semiconductor Solutions and US$29.7b from Infrastructure Software. This reflects a business model tied closely to data center and AI workloads, and the stock carries an equity value of roughly US$1.65t based on its current market capitalization.

"Broadcom is generating substantial free cash flow, expanding its custom silicon business, strengthening its position in networking, and integrating software assets that further diversify earnings."

What happens to that story if one unseen pressure on AI infrastructure demand and pricing shifts direction faster than expected?

If that shift worries you, read the full narrative for Broadcom to see how Broadcom’s AI infrastructure story could evolve if demand and pricing start to decouple.

Corning (GLW)

Corning ties directly into the AI and data center theme through its optical communications arm, which supplies the high bandwidth fiber links that let GPU heavy clusters move data at scale.

Corning generates about US$7.3b from Optical Communications and US$1.8b from Automotive, with segment adjustments of roughly US$8.5b, and carries a market value near US$123.7b.

Corning’s role in AI infrastructure is not just theoretical. It now has real contracts linked to hyperscale buildouts and high performance networks.

"Corning and Meta agreed to a multiyear fiber supply deal valued at up to US$6b to support U.S. AI data center infrastructure, highlighting the role of glass fiber in high performance computing networks."

What happens to that opportunity set if one unresolved factor in AI related fiber demand and pricing shifts faster than expected?

That unresolved factor is exactly where things get interesting, and the full narrative for Corning unpacks how Corning’s AI fiber story could accelerate or stall from here.

Western Digital (WDC)

Western Digital is effectively the filing cabinet for AI era data, supplying hard disk storage that underpins cloud, server, and data center capacity worldwide.

Western Digital develops and sells hard disk based storage systems for cloud, enterprise, and consumer use, generating about US$12.9b from HDDs and carrying a market value near US$154b.

Western Digital matters to this AI and data center screen because the GPUs doing the heavy lifting still need somewhere to park their training data, model checkpoints, and inference logs, and this is where the group’s high capacity drives become the quiet workhorse in the stack.

"First, capacity. The whole thesis rests on the duopoly holding the line. The moment either player, or a cash-rich new entrant, decides to chase this demand with new plants, the shortage becomes a glut, as it always has in memory and storage."

Everything investors care about here, from pricing power to profitability, depends on how one largely unseen pressure on AI storage supply eventually resolves.

If that pressure point is what you care about most, go to the full narrative for Western Digital to see whether Western Digital’s capacity cycle is quietly resetting or just pausing.

Seeking Alternatives Before The Crowd?

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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.

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