• Dell is leaning on its build-to-order manufacturing and negative cash conversion cycle to weather a potential AI spending downturn, but Wall Street is growing skeptical.
  • The company reported a $95 billion AI server backlog and 6,500+ AI customers, though Barclays (BCS) downgraded the stock on October 14, sending shares down 11%.
  • Memory chip shortages could worsen, threatening to delay backlog conversion and inflate revenue without underlying unit growth.

Dell Technologies (DELL) is betting that its long-standing operating discipline—building servers against firm customer orders and collecting cash before paying suppliers—will cushion the hardware giant if the AI infrastructure boom cools. But a sharp selloff and a skeptical downgrade have exposed the limits of that defense.

At the Bloomberg Future of Finance conference in Milan on Thursday, Michael Dell reiterated that demand for AI computing still exceeds supply. "Enterprise adoption is really just the beginning," he said, according to CNBC, striking a contrast with investors who have grown wary of the pace and returns of AI infrastructure spending.

His comments followed a difficult week for Dell and its peers. On October 14, Barclays downgraded Dell, Hewlett Packard Enterprise (HPE), and NetApp (NTAP), arguing that higher memory prices—rather than a meaningful acceleration in enterprise AI adoption—were driving much of their infrastructure revenue growth. Dell shares fell roughly 11% on the news.

The Backlog Illusion

Dell’s fiscal second-quarter results, reported September 1, showed the scale of its AI business: $60.9 billion in orders during the quarter, $16.4 billion in AI server revenue—up 89% year-over-year—and a backlog of $95 billion. The company also raised its full-year revenue guidance to $192 billion and its AI server revenue outlook to $74 billion.

Those headline numbers have impressed some analysts but done little to settle the debate. "The market is asking whether this is durable demand or a temporary inflation of dollar values due to component shortages," said a portfolio manager at a large asset manager, who asked not to be named. "Dell’s build-to-order model helps, but it doesn’t make them immune if customers stop spending."

Michael Dell acknowledged that memory supply constraints could worsen next year and persist for several years, potentially delaying the conversion of backlog into revenue. It’s a risk that cuts both ways: shortages can inflate revenue per server while simultaneously capping shipment volumes. "Demand can be robust while higher prices also flatter reported growth," noted one industry analyst.

The Balance Sheet’s Hidden Risks

Dell’s operating model is genuinely different from many AI infrastructure providers. In its fiscal 2026 fourth-quarter discussion, Dell reported a cash conversion cycle of negative 32 days, meaning it generally collects cash from customers before paying suppliers for the components used in those orders. That reduces the working capital burden of holding unsold inventory.

But the balance sheet is not risk-free. Inventory totaled $21.3 billion at the end of July, up from $10.4 billion at fiscal year-end. Total debt stands at approximately $34.5 billion against $11.6 billion in cash. And operating cash flow fell 13% year-over-year in the latest quarter, despite a 255% jump in net income.

Dell itself lists customer defaults, access to financing, supplier concentration, and indebtedness among its risk factors in SEC filings.

A Sector-Wide Reassessment

The Barclays downgrade was not isolated to Dell. HPE and NetApp were also cut on concerns that enterprise AI adoption may take longer than expected. The bank estimates that businesses currently allocate only about 5% of their IT budgets to AI, with roughly a quarter of that going to hardware.

Michael Dell, however, remains focused on the longer arc. "It’s a great country to invest here because there are a lot of very good companies and the market here is not as competitive as other markets," he said in Milan, referring to Italy but echoing his broader optimism about enterprise demand.

The coming quarter will be critical. Dell’s guidance calls for approximately $49 billion in revenue and $6.50 in adjusted earnings per share, including about $19 billion in AI server revenue. Whether component availability allows the company to convert its backlog into shipments—and whether customers keep signing up—will determine if Dell’s “customer-funded” model is a genuine shield or merely a delay.

Dell Technologies did not respond to a request for comment for this article.

Update: This article has been updated to clarify that Dell’s fiscal Q2 2027 backlog and customer figures refer to the quarter ended July 31, 2026.