Skip to content
MarketScale
‹ 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.

Get featured

Want to get featured in MarketScale Engineering & Construction?

Create a free MarketScale workspace and get your company's expertise featured across our Engineering & Construction coverage. No credit card, no demo required.

Request an invite

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.

Get your team featuredSee how it works15 minutes, straight to a calendar.

About the author

SA
Software And Technology

Follow Engineering & Construction Insights

Get new expert content in your inbox.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

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. Create a free workspace and see it with your own people. No credit card, no demo required.

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

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Engineering & Construction Insights

Most MES programs are stuck at pilot scale, and that’s now an AI and cyber risk decision

Most MES programs are stuck at pilot scale, and that’s now an AI and cyber risk decision

A significant number of manufacturers have adopted Manufacturing Execution Systems (MES) but the majority are only in the pilot stage. According to Rockwell, 93% of these manufacturers implement MES, yet only 23% have achieved full integration across all sites, potentially increasing AI and cybersecurity risks. The operational gap between those who have fully integrated MES and those who haven't continues to grow.

  • 0193% of manufacturers have adopted MES technology.
  • 02Only 23% of manufacturers have fully integrated MES across all sites.
  • 03The lack of full MES integration may elevate AI and cybersecurity risks.

Aug 24, 2026

Community college engineering programs can lift persistence by 16 points, but state funding swings are becoming an operational risk for employers

Community college engineering programs can lift persistence by 16 points, but state funding swings are becoming an operational risk for employers

Community college engineering programs have shown a significant improvement in student persistence, with a reported 16-point increase. However, fluctuations in state funding, as evidenced by North Carolina's budget cuts, pose a risk to this progress. These budgetary changes can affect the stability and operational efficiency of such educational programs.

  • 01Community college engineering programs can increase student persistence by 16 points.
  • 02State funding swings, like North Carolina's budget cuts, are an operational risk for educational programs.
  • 0315 campuses reported enrollment and persistence gains in their engineering pathways.

Aug 24, 2026

Let's Get to Know Your Product - Donald Hillman

Let's Get to Know Your Product - Donald Hillman

Donald Hillman from Multi-Plastics discusses the importance of understanding the product fully. A deep knowledge of the product aids in better marketing and customer satisfaction.

  • 01Understanding a product deeply can enhance its marketability and improve customer satisfaction.
  • 02Product knowledge can play a critical role in identifying unique selling propositions and competitive advantages.

Aug 19, 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 15-minute demo

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