The New Economics of AI Infrastructure: Why Tax Strategy Is Now Part of Energy Strategy

Over the past few years, the conversation surrounding data center development has evolved significantly. While the fundamental questions - market attractiveness, land acquisition, power reliability, and capital availability - remain relevant, a new consideration has emerged: structuring the power strategy to maximize flexibility, mitigate risk, ensure compliance, and capture incentives.

The rapid growth of artificial intelligence (AI) and the subsequent surge in compute power has driven this shift. Data centers could soon account for nearly 9% of U.S. electricity generation by 2030, with power consumption for data centers projected to increase substantially in the coming decade. Consequently, power has become a strategic resource in boardrooms across the country, and states are demanding that data center owners and developers bring their own power to these new facilities.

To address this challenge, developers and operators are exploring various approaches, such as co-located renewable generation, battery storage, microgrids, and other methods that offer greater certainty in an environment marred by grid capacity limitations and interconnection timelines. Moreover, federal incentives like the Investment Tax Credit offer significant returns on clean energy and storage investments, often resulting in up to 50% of the initial investment being returned within the first year.

However, the value of these incentives is seldom determined at the project's conclusion. Instead, it is influenced by decisions made at the project's outset and throughout its course. Many developers have spent months negotiating power solutions only to discover at the project's end that their chosen structure limits their ability to capture full economic benefits.

The most successful projects typically involve the integration of tax, legal, financing, and energy expertise early in the process. By doing so, developers can shape the project before key decisions become fixed, resulting in increased returns and reduced compliance risks. It is crucial to capture value while preventing avoidable risks from taking hold.

Despite the operational soundness and financial attractiveness of projects, organizations often overlook the importance of addressing compliance risks early. They tend to view incentives as a post-implementation compliance exercise rather than a strategic planning exercise, potentially exposing themselves to unnecessary risks during construction and beyond.

The most sophisticated developers begin by questioning the assumptions that underpin their project's financial model, considering potential future guidance or regulatory reviews that could impact these assumptions. This approach transcends tax questions and enters the realm of broader business considerations.

As a result, experience has become a paramount differentiator in today's market. Energy infrastructure projects have become increasingly complex, necessitating collaboration among tax professionals, engineers, developers, financiers, and other experts who can navigate the project's lifecycle and maximize its value. The risk lies not in missing out on available opportunities but in pursuing them without fully understanding the implications across various aspects of the project.