Skip to content
‹ Back to IndustriesEngineering & Construction

Applied Digital is Scaling Up Infrastructure to Handle Growing GPU Deployment Needs

Applied Digital is expanding its infrastructure to meet the growing demands of GPU deployment driven by AI compute needs. The company focuses on constructing facilities that cater to the substantial power and proximity requirements of modern AI infrastructure. This expansion is crucial to maintain pace with the rapid development and deployment of AI technologies.

This story was produced through MarketScale. See how Engineering & Construction teams put it to work with Partner & Channel Enablement.

Promoted content from Applied Digital on MarketScale.

By Software And Technology · · Applied DigitalDatacenterhawkDavid LiggittGpu
Share

Key takeaways

01

Applied Digital is enhancing its infrastructure to support increased GPU deployment.

02

The focus is on fulfilling the significant power and proximity needs of AI technologies.

03

Rapid infrastructure development is essential to sustain AI advancements.

Free workspace

Turn your Engineering & Construction expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

During a transformative period, Applied Digital experienced a significant increase in demand for large-scale GPU deployment. This demand required a focus on power density, as the networking within data centers, particularly for InfiniBand, necessitated that servers be located close together. Each server consumed 10.2 kilowatts of power, and the optimal performance was achieved when multiple servers were placed within 30 meters of the network core.

Wes Cummins, the CEO at Applied Digital in a conversation with David Liggitt, the Founder and CEO at datacenterHawk highlighted the challenge of finding large amounts of colocation (colo) space that could support interconnected GPUs. Despite securing some colo space from third parties to meet cloud demand for GPU deployment, it became clear that more extensive infrastructure was needed. Consequently, Wes instructed the real estate team to shift from planning 5 to 10-megawatt sites to constructing facilities with hundreds of megawatts, marking a significant strategic shift for the company.

More extensive infrastructure was needed.
— Wes Cummins, CEO at Applied Digital

Part of this channel

Applied Digital

News, updates, and expert insights from Applied Digital.

Visit the channel

Your experts belong here

Every story in MarketScale Engineering & Construction starts with a company putting its project engineers, superintendents, and estimators on the record. Buyers are already reading this topic. The only question is whose experts they find.

Owners shortlist firms they already trust, and your field leaders become the reason your name is on that list.

Book DemoSee how it works15 minutes, straight to a calendar.

About the author

SA
Software And Technology
B2B Weekly

The week in Engineering & Construction, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Engineering & Construction expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your project engineers, superintendents, and estimators into the articles, video, and social content Engineering & Construction buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Engineering & Construction Insights

Bain Capital's reported $250M minority investment values construction platform Kahua above $1B

Bain Capital's reported $250M minority investment values construction platform Kahua above $1B

Bain Capital's Tech Opportunities fund is putting a reported $250 million into Kahua at a valuation above $1 billion. The deal follows what Kahua says is $100 million in annualized revenue. The bet rests on owner-side program data, with AI features the next sign to watch for hospitals, ports and school builders.

  • 01Kahua is selling AI on the strength of the governed data owners already keep in it. That makes data quality and permissions the place to test any new AI feature it ships.

Oct 1, 2026

Element’s Charlotte lab makes tensile specimens from turbine blade roots

Element’s Charlotte lab makes tensile specimens from turbine blade roots

Element Materials Technology’s Charlotte lab wire-EDMs one-eighth-inch cylinders from the root of a turbine blade and low-stress grinds them into tensile specimens—work value stream manager Daniel Steele says he’s not aware other labs do at this size. The lab, which invested $3.2 million in 2019 according to Aerospace Manufacturing and Design, is adding creep and stress rupture frames under a lease signed in January.

  • 01The extraction know-how has a paper trail: Aerospace Manufacturing and Design reported in March 2019 that Element’s $3.2 million Charlotte investment included EDM plunge machines—and that Charlotte was the first Element lab to install them for extracting cylindrical specimen blanks.
  • 02Deloitte's November 2025 outlook put manufacturing construction spending down 7% year over year by July 2025, so a lab adding floor space and creep frames is growing inside one of the few pockets Deloitte flagged for expansion.

Sep 30, 2026

NMHC survey: 37% raised pricing on projects on hold

NMHC survey: 37% raised pricing on projects on hold

NMHC's September construction survey found 37% of respondents repriced shelved projects upward, versus 17% in June. Starts slowed too: 29% of firms started fewer projects, and a growing share saw labor and material costs outrun inflation.

  • 01Upward repricing of projects held three to six months rose from 17% of survey respondents in June to 37% in September, while downward repricing fell from 38% to 14%.

Sep 28, 2026

Explore More Engineering & Construction Insights

Read more expert perspectives from across Engineering & Construction.

Browse Engineering & Construction Hub

About the Expert

SA
Software And Technology

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Engineering & Construction and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512