Dell CEO: AI memory demand will surge 625-fold, supply shortage will last for years

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The explosive expansion of AI infrastructure is creating a structural supply-demand imbalance. Dell Technologies CEO Michael Dell warns that as the memory capacity per accelerator and the scale of data center deployments expand in sync, global AI memory demand will surge 625 times compared to current levels, while the supply side will need several years to catch up.

Michael Dell made this assessment at an industry event hosted by Bank of America on the 7th local time. He said that the memory capacity of each accelerator in AI infrastructure and the overall system scale are both expanding simultaneously, and the combined effect will result in a structural pattern of total memory demand growing about 625 times. He emphasized, "Expanding memory supply takes several years, but current AI infrastructure demand has not slowed down; we are still in the early stages of technology adoption."

This statement carries direct investment implications for the memory market: the ongoing supply-demand gap means memory suppliers are likely to maintain price support for a considerable time, and the strong momentum in cloud computing and enterprise server purchases will continue to drive orders for infrastructure vendors like Dell.

625 Times Demand: Structural Logic of Two "25 Times" Multiplication

Michael Dell provided a specific reasoning path for the 625 times figure.

In terms of memory capacity per machine, Nvidia’s H100 GPU was equipped with 80GB memory in 2022, and by 2028, the memory capacity per accelerator is expected to reach 2TB, a roughly 25-fold increase.

Meanwhile, the deployment scale of accelerators within data centers will likewise expand about 25 times. The multiplication of both factors means total memory demand will increase by 625 times (25×25).

However, the supply side’s response is far slower than the demand side. Michael Dell pointed out that in 2023, memory manufacturers cut capital expenditures due to an industry downturn, and insufficient investment directly led to today’s supply shortages. He expects this gap to persist for several years.

Demand Resilience: Dual Support from Sovereign AI and Enterprise Upgrades

Despite supply constraints, Michael Dell is optimistic about the overall demand outlook for AI infrastructure and highlighted two main drivers.

The first is sovereign AI investment. He said that most countries ranked in the top 25 by GDP are advancing national sovereign AI projects in some form, and heightened geopolitical tensions further accelerate the desire to build autonomous AI capabilities, thus keeping server demand strong.

The second is productivity-driven enterprise upgrades. Using $100,000 annual-salary knowledge workers as an example, Michael Dell noted that it is "unreasonable" for such employees to continue using outdated PCs or inefficient systems, and considerations of productivity will compel companies to keep investing in infrastructure.

"To Buy or Not" Is Not the Question; "When to Buy" Is

Regarding uncertainty in market demand, Michael Dell made a clear qualitative judgment.

He stated that price increases or temporary delays may occur, but enterprises and cloud service providers ultimately must "procure infrastructure." He attributed the current market divergence to timing, not direction, bluntly saying, "The question isn’t 'whether to buy', but 'when to buy.'"

This is intended as a signal to the market: hyperscalers’ AI investment cycles are highly certain, and short-term fluctuations will not alter the long-term procurement trend. Dell Technologies’ server business will continue to benefit from this structural growth.

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