Asia Risks AI Ambitions Without Deeper Energy Markets

Asia's pursuit of artificial intelligence ambitions faces a significant hurdle due to underdeveloped and illiquid electricity markets, potentially jeopardizing its share of the global AI value chain. The region's energy security is notably reliant on the Strait of Hormuz, a critical waterway not under its control, meaning any conflict there could have far-reaching consequences beyond fuel prices. To secure its AI future, Asia must prioritize the development of deeper and more liquid electricity networks.

Nearly every major Asian economy has established formal national AI masterplans, underscoring the region's commitment to the technology. Japan, for instance, recently announced a substantial budget of 370 trillion yen, equivalent to approximately $2.3 trillion, with over a quarter of this sum designated for artificial intelligence and semiconductor development over the next 15 years. The concentration of computing power required for training frontier AI models and the demand for low-latency inferencing facilities in dense urban areas are driving a projected 165% increase in data center power demand across the Asia-Pacific region between 2023 and 2030. However, many of the announced energy projects, referred to as “bragawatts,” are proving slower to materialize into actual power generation than initially presented.

The primary impediment to realizing these energy goals lies in the inadequacy of grid infrastructure and storage solutions. Despite advancements in renewable energy generation, the intermittent nature of these sources and their typical location far from demand centers necessitate substantial grid upgrades, including new transmission lines and energy storage systems. Without these improvements, data centers will struggle to operate at their full capacity. The International Energy Agency's Southeast Asia Outlook highlights a significant investment gap, with grid and storage investment in 2025 reaching only $13 billion, falling far short of the estimated $50 billion required annually until 2050. Furthermore, in an environment marked by volatile fuel prices and heightened energy insecurity, other priorities, such as ensuring basic electricity and air-conditioning for the general population, may take precedence over the energy needs of data centers.

The United States serves as a cautionary example of the challenges in data center development. Up to half of all planned U.S. data center projects may not commence operation this year. In the first quarter of 2026 alone, 75 data center projects valued at a combined $130 billion were either blocked or delayed due to local opposition, a figure that matches the total number of projects delayed throughout the entirety of 2025. This situation underscores the complex interplay between technological advancement, energy infrastructure, and societal acceptance that Asian nations must navigate to support their AI ambitions.