Applied Digital explores leveraging power-advantaged sites to serve as AI data center edge.

Applied Digital (APLD) is well-positioned to turn its power-advantaged sites into a meaningful edge in the AI data center market. The company focuses on locations with abundant, cost-competitive power, land and fiber, while North Dakota provides favorable electricity costs, free cooling opportunities and economic incentives. APLD's first-mover advantage in securing energy resources before the AI infrastructure boom further strengthens its position. The company is already converting this advantage into AI capacity, with approximately 1.4 GW of contracted critical IT load representing about $36 billion in contracted lease revenue.

A significant market opportunity underpins this strategy. The U.S. grid may need approximately 100 GW of new capacity by 2030, with roughly half driven by data centers. Boston Consulting Group estimates that the U.S. data-center power shortfall could exceed 45 GW by 2030. This growing power constraint could increase the value of APLD's secured sites and create opportunities to expand AI infrastructure capacity.

However, APLD faces material dependencies. The company still relies on third-party power suppliers, exposing it to potential power disruptions, price increases and volatility that could raise operating costs and affect the economics of its AI data centers. Power availability can also be affected by construction and supply-chain delays. Securing power does not immediately translate into revenue-generating capacity, as APLD must complete substations, electrical infrastructure and other critical components before campuses become operational. Delays could therefore postpone capacity delivery and revenue generation.

Despite these challenges, APLD's power-advantaged locations provide a strong foundation for AI infrastructure growth. Its multi-gigawatt power pipeline and potential to deliver approximately 500 MW of critical IT load annually could support long-term capacity and revenue expansion.

APLD's rivals are pursuing comparable strategies. TeraWulf (WULF) is building its power advantage around control of scalable, power-advantaged sites and utility relationships. WULF's brownfield redevelopment strategy leverages existing infrastructure and interconnection expertise, while its Chesapeake plan combines generation, battery storage and data-center load. WULF has 839 MW of leased capacity and a 2.1 GW controlled pipeline, including Muskie's 1+ GW utility-powered campus tied to a 345/765 kV transmission backbone. The company is also expanding across multiple U.S. power markets, reducing reliance on a single grid or interconnection process.

Core Scientific (CORZ) is challenging APLD by pairing secured grid-connected power with behind-the-meter solutions across a diversified campus portfolio. CORZ has more than 1 GW of customer-contracted capacity and significant AMD expansion potential, with Pecos and Muskogee each able to support up to 1 GW. The company is strengthening its position by converting existing power capacity from Bitcoin mining to high-density colocation while selectively acquiring powered land. CORZ has about 1.1 GW of contracted billable capacity and more than 2 GW of new site opportunities, giving it multiple pathways to expand AI capacity as power becomes scarcer.