The Map Is Closing

For years, the logic of where to build AI compute was simple: find the permissive jurisdiction. A county with cheap land, a state with tax breaks, a country with spare power. That gradient is now narrowing at both ends at once. Domestically, the states that absorbed the first wave of construction are pushing back. Virginia, home to the largest concentration of data centers in the world, imposed a $600 million annual energy consumption tax this month, along with new controls on water use, noise, and backup generator emissions ^[1]. The industry lobby's response was blunt.

The message to businesses in all industries is clear — Virginia is no longer a reliable partner. — Josh Levison

Pennsylvania Republicans introduced legislation requiring data centers to build their own power generation — nuclear, solar, wind, or gas — and pay the full cost of utility infrastructure upgrades ^[2]. Illinois Governor JB Pritzker proposed suspending the tax credits that have given 27 data centers $983 million in lifetime breaks since 2019, though the broader POWER Act missed its May 31 deadline and continues in summer negotiations ^[3][4]. And even Texas, which leads the nation in announced and under-construction projects, has its agriculture commissioner telling the governor that the state has run dry.

We don't have any extra water. Texas is out of water — Sid Miller

The international gradient is closing the same way. Singapore and Hong Kong grew only 6 to 8 percent last year, throttled by power shortages. South Korea capped new projects in greater Seoul at 10 megawatts each. Meanwhile Johor, Malaysia grew 53 percent and Melbourne 37 percent. CBRE, which tracks the sector, recorded a record $11.6 billion in Asia-Pacific data center investment in 2025, with one analyst noting that access to power is increasingly outweighing traditional location advantages ^[5]. India sits at the far end of that gradient. The government offers tax holidays to foreign cloud providers through 2047, and ICICI Securities reports the country has more than 10.5 gigawatts of land-banked capacity — room to expand that, in the analysts' framing, European and American cities physically cannot match ^[6]. US tech giants have committed nearly $80 billion to Indian AI infrastructure: Amazon $48 billion by 2030, Microsoft $17.5 billion through 2029, Google $15 billion over five years ^[7]. The Google-Adani joint venture alone, a $15 billion campus in Visakhapatnam, is billed as the largest AI data center outside the United States ^[8]. But read the corporate transcripts and a different story emerges. Google Cloud CEO Thomas Kurian calls India the company's largest business in Asia ^[9]. Microsoft's Jay Parikh cites the developer base and digital public infrastructure; Google's Sreedharan points to multilingual AI models. Not one executive publicly names US siting friction as a reason for the India push ^[10]. KPMG India's Rohan Rao attributes the country's rise to strong domestic demand and favorable cost structures ^[6]. The analysts say India fills Western bottlenecks. The companies say India is a market. The hedge lives in the silence between those two accounts. The domestic bet is not slowing. Amazon alone is spending $200 billion on data center capacity in a single year, with CEO Andy Jassy saying customers are already positioned to use the majority of that computing power as soon as it comes online ^[11]. The company's $10 billion Missouri project includes $7 million in community grants, a partnership to cut groundwater use by 100 million gallons, and 400 permanent jobs — an attempt to buy the social license that regulation is now demanding. Google's $1.5 billion Alabama expansion at a former coal plant pairs a Kairos Power nuclear partnership with a $2 million local energy fund ^[12]. The strategy is to pay the cost of staying. Microsoft is spreading across three continents at once: $19 billion in Ontario and Quebec, a 3,200-acre Wyoming campus with $68 million in self-funded infrastructure, and 30,000 Nvidia Rubin GPUs in Norway on a lease OpenAI abandoned ^[13]. The pattern repeats at every scale — distribute the risk, absorb the friction, keep building everywhere. The states that resist are not all moving in lockstep, which is part of what keeps the domestic market alive. New Hampshire's House Committee voted to recommend a bill prohibiting towns from regulating data centers more restrictively than other businesses, a state preemption of local control that runs directly against the Virginia-Illinois-Pennsylvania trend ^[14]. The EU adds a third complication: its Technological Sovereignty Package aims to triple European data center capacity while restricting foreign cloud providers from sensitive public-sector contracts ^[15]. Friction now comes not only from communities worried about water and noise but from governments designing market-access rules to keep American firms out. India has its own friction. The Confederation of Indian Industry reports that industrial land acquisition can take up to 36 months, citing possession disputes, unclear titles, and infrastructure gaps ^[16]. The country is not friction-free; it is friction-different. The question worth watching is what happens when the gradient finishes closing. If Virginia's tax holds, if Pennsylvania's self-generation mandate passes, if Texas restrains water access, and if India's land delays persist, the hedge gets harder to maintain. For now, the largest companies are big enough to pay every toll at once. The narrowing is real. The response is deliberate spread across a shrinking map.