---
title: "Dell says 6,500 companies bought AI factories. Barclays says it is mostly memory prices."
description: "Michael Dell gave the first customer count for AI factories: 6,500 enterprises, the base doubling in three quarters. Barclays calls the same quarter memory inflation, and the power layer below both is running short."
publisher: "The Inference"
section: "Hardware"
published: 2026-10-20T15:32:58.870Z
modified: 2026-10-20T15:32:58.870Z
canonical: https://theinference.org/article/dell-says-6-500-companies-bought-ai-factories-barclays-says-it-is-mostly-memory-prices
language: en
keywords: "Dell Technologies, AI Servers, Memory, Barclays, Data Centers"
---

# Dell says 6,500 companies bought AI factories. Barclays says it is mostly memory prices.

> Michael Dell gave the first customer count for AI factories: 6,500 enterprises, the base doubling in three quarters. Barclays calls the same quarter memory inflation, and the power layer below both is running short.

Michael Dell gave the first count of enterprises buying his "AI factory" systems this week: the customer base doubled in three quarters. [Barclays](https://theinference.org/markets/companies/barclays) looked at the same quarter and called the growth largely [memory-price inflation](https://theinference.org/article/dell-is-up-347-as-its-192-billion-guide-passes-the-memory-bill-to-customers-micron-sees-tightness-to-2028). Both cannot fully hold, and the shape of Dell's revenue says the demand is real.

## The customer base doubled in three quarters

Michael Dell, [Dell Technologies](https://theinference.org/markets/companies/dell-technologies)' founder and CEO, [told the Wall Street Journal](https://www.tmtbreakout.com/p/tmtb-podcast-intel-all-in-on-coreweaves) it took eight quarters to sign 3,200 companies for private AI factory deployments, then only the last three quarters to add 3,300 more, reaching 6,500 in total [1]. The product is physical: a box about six feet tall and 3,000 pounds, drawing as much power as 100 to 300 US households, selling for around six figures [1]. Dell cites delivery speed as proof it can execute: half the servers for [SpaceX](https://theinference.org/markets/companies/spacex)'s Colossus AI supercomputer, built in about six weeks against a typical six-month timeline [1]. His read, per the interview, is that enterprises want AI inference close to their own data, inside plants and offices, and that adoption is still in its "early stages" [1].

## Barclays reads the same quarter as memory inflation

Barclays [cut Dell to Equal Weight on October 14](https://www.cnbc.com/2026/10/14/dell-stock-barclays-enterprise-ai.html), writing that strong enterprise revenues are "more of a function of memory costs" than a move to enterprise AI, with businesses allocating only about 5% of IT budgets to AI and about a quarter of that to hardware [2]. Dell's operating chief Jeff Clarke conceded "there's a notion of inflation inside our growth" [8]. Barclays analyst Tim Long expects Dell's AI server revenue to roughly triple to $75 billion this year at roughly 5% margins, then decelerate as memory prices normalize [10]. Either the signed demand is real or the revenue rise is memory passed through; Long's own model concedes the demand exists. And the quarterly revenue curve is hard to explain with parts prices alone: flat near $23 billion for two years, then $33.8 billion, $43.8 billion and $46.97 billion in the three quarters to July 2026, with [AI orders a record $60.9 billion](https://theinference.org/article/dell-s-pc-shipments-fell-25-and-ai-server-orders-hit-60-9-billion-the-stock-is-up-356-this-year) and a $95 billion backlog [7].

*Chart: **Dell's revenue ran flat for two years, then stepped up sharply** Line chart of Dell's quarterly revenue across twelve quarters, flat near $23 billion then stepping up to nearly $47 billion by the quarter ended July 2026.*

*Dell Technologies quarterly revenue, $ billions, fiscal quarters labelled by calendar quarter. Source: Dell Technologies SEC filings. [7]*

## The constraint moved down to power and memory

Both camps agree the bottleneck is no longer chips. Dell expects the memory shortage to worsen through 2027, with new fabs producing only from 2029, and has said the crunch could run to 2030 [1][4]. Barclays [extended its peak-cycle call on October 20 to the power layer](https://cryptobriefing.com/barclays-data-center-equipment-pricing-squeeze/): vendors of transformers and switchgear face pricing pressure as AI labs consolidate and haggle [5]. That layer sits in Dell's supply chain. Delta Electronics, a Taiwan-based power-supplies maker selling into AI data centers, [warned on October 16 of a 19-gigawatt shortfall in US power for AI data centers by 2028](https://www.marketscreener.com/news/delta-electronics-chair-warns-of-19-gw-power-shortfall-for-us-ai-data-centers-by-2028-ce785cdad988f02d), meaning the grid cannot feed boxes already ordered [6]. A backlog that cannot be powered or populated is revenue deferred, not revenue booked.

*Chart: **Margins climbed through the ramp, a signal the demand is not only memory** Line chart of Dell's quarterly operating margin across twelve quarters, choppy between 4 and 9 percent then jumping to 11.5 percent in the quarter ended July 2026.*

*Dell Technologies quarterly operating margin, percent of revenue, fiscal quarters labelled by calendar quarter. Margins were flat to choppy through the AI revenue ramp, then jumped to 11.5% in the quarter ended July 2026. Source: Dell Technologies, quarterly figures from its SEC filings, retrieved 20 October 2026. [13]*

Wall Street still [rates Dell a Moderate Buy with a mean target near $600](https://financefeeds.com/dell-loses-18-in-a-week-as-barclays-shakes-ai/), above the post-selloff price [12]. The number that decides the dispute is the operating margin in the November 23 report: memory inflation flatters revenue, but only real AI demand keeps margins climbing [3].

## Takeaway

Dell's AI factory customer base doubled to 6,500 in three quarters and margins hit 11.5%, evidence the demand is real; Barclays still calls much of the growth memory-price pass-through, and a 19 GW power shortfall plus a memory crunch through 2027 put the burden of proof on the November 23 report.

## Sources

1. [TMT Breakout, TMTB Podcast Intel: Michael Dell on Enterprise AI Factory Demand (WSJ Tech News Briefing summary), October 2026](https://www.tmtbreakout.com/p/tmtb-podcast-intel-all-in-on-coreweaves)
2. [CNBC, Dell stock plunges 11%, leading data center sell-off as fears mount about 'enterprise AI timing', 14 October 2026](https://www.cnbc.com/2026/10/14/dell-stock-barclays-enterprise-ai.html)
3. [Yahoo Finance/Trefis, What Changed For Dell Stock, And What Did Not?, 15 October 2026](https://finance.yahoo.com/markets/stocks/articles/changed-dell-stock-did-not-162702020.html)
4. [Digital Today, China's CXMT to double DRAM output, but easing memory shortage seen unlikely, 20 October 2026](https://www.digitaltoday.co.kr/en/view/116690/china-cxmt-to-double-dram-output-but-easing-memory-shortage-seen-unlikely)
5. [Crypto Briefing, Barclays warns data center equipment makers face pricing squeeze, 20 October 2026](https://cryptobriefing.com/barclays-data-center-equipment-pricing-squeeze/)
6. [MT Newswires via MarketScreener, Delta Electronics Chair Warns of 19 GW Power Shortfall for US AI Data Centers by 2028, 16 October 2026](https://www.marketscreener.com/news/delta-electronics-chair-warns-of-19-gw-power-shortfall-for-us-ai-data-centers-by-2028-ce785cdad988f02d)
7. [Dell Technologies, quarterly revenue and margins from SEC filings, retrieved 20 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001571996)
8. [Yahoo Finance, Barclays Downgrades Dell Technologies Stock After Massive Rally, 15 October 2026](https://finance.yahoo.com/markets/stocks/articles/barclays-downgrades-dell-technologies-stock-113201796.html)
10. [Foreign Policy Journal, Barclays Downgrades Dell, HPE And NetApp After Valuations Run Too Far Ahead Of AI Reality, 15 October 2026](https://www.foreignpolicyjournal.com/2026/10/15/barclays-downgrades-dell-nyse-dell-hpe-and-netapp-after-valuations-run-too-far-ahead-of-ai-reality/)
12. [FinanceFeeds, Dell Loses 18% in a Week as Barclays Shakes AI Optimism, 19 October 2026](https://financefeeds.com/dell-loses-18-in-a-week-as-barclays-shakes-ai/)
13. [Dell Technologies, quarterly figures from its SEC filings, retrieved 20 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001571996)


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Dell says 6,500 companies bought AI factories. Barclays says it is mostly memory prices. — The Inference. Canonical: https://theinference.org/article/dell-says-6-500-companies-bought-ai-factories-barclays-says-it-is-mostly-memory-prices