WASHINGTON, October 16, 2026 — Grassroots coalitions are halting data center projects nationwide as corporate legal teams mobilize to address growing regulatory and reputational risks tied to AI infrastructure expansion.
Community Resistance Stalls Projects Across States
Communities across the country are fighting back against the construction of AI data centers and winning. Data centers require large swaths of land and consume enormous amounts of water and electricity, driving up utility costs. Saul Levin hosts ‘The Hum,’ a podcast dedicated to the fight against AI data centers, and coordinates The Movement Incubator to train activists. Levin began organizing after observing industry-friendly policies in Michigan that threatened Great Lakes water resources.
Legal Teams Shift Focus to Physical Infrastructure
The legal conversation around AI is shifting to focus on the physical infrastructure required to power it. Garrett Rosen is watching the legal demands created by the physical infrastructure required to power AI unfold. Corporate legal departments are increasingly involved in early-stage data center planning to navigate rising regulatory scrutiny and public opposition.
Disproportionate Siting in Vulnerable Areas
Data centers tend to be heavily concentrated geographically, with the top five states being Virginia, California, Oregon, Texas, and Washington. Counties with larger non-white populations have significantly higher expected numbers of data centers, even after accounting for population, land availability, environmental conditions, and tax policy. Vasundhara Kaul and Daniel Schiff find that better regulation is possible but constrained by the tendency of powerful actors to offload harms on less powerful communities.
Grassroots Tactics Spread and Evolve
Grassroots organizing tactics are spreading across states as activists share strategies to challenge corporate and political forces seeking to override local concerns. Saul Levin coordinates The Movement Incubator to train activists in campaign design and coalition building. These efforts are helping communities resist projects that threaten local resources and increase utility burdens.
Grassroots Organizing Builds Power Through Unlikely Coalitions
Communities are forming unexpected alliances to resist AI data center expansion, bringing together farmers, social workers, beauty salon employees, researchers, and local officials. These coalitions are strengthening local power by sharing tactics and strategies across regions, as highlighted in Movement Memos where Saul Levin describes interviewing diverse participants united by opposition to corporate infrastructure projects.
Saul Levin coordinates The Movement Incubator, an educational initiative that trains activists in campaign design and coalition building, helping them develop effective resistance efforts. This program supports organizers in navigating political and corporate forces that seek to override local concerns, particularly in areas targeted for data center siting.
These grassroots efforts are gaining traction as activists replicate successful strategies nationwide, focusing on protecting community resources like water and electricity from the strain of large-scale data center operations. The movement emphasizes solidarity and long-term power-building to challenge Big Tech’s infrastructure dominance.
Legal Teams Engage Early to Mitigate Regulatory and Reputational Risks
Corporate legal departments are now participating in the earliest phases of data center site selection and design, moving beyond traditional post-construction compliance roles. This shift reflects growing awareness that regulatory hurdles and community opposition can derail projects before ground is broken, leading to costly delays and reputational damage.
By involving legal counsel during planning, companies aim to anticipate zoning challenges, environmental review requirements, and potential civil rights concerns related to disproportionate siting in vulnerable communities. Early legal input helps align infrastructure plans with evolving local ordinances and state-level sustainability mandates.
Garrett Rosen notes that legal teams are increasingly tasked with evaluating not just technical feasibility but also the social and political feasibility of proposed sites, recognizing that community acceptance is now a critical factor in project viability. This proactive involvement allows corporations to adjust proposals in response to local concerns before formal opposition emerges.
Sources
- Data center expansion and the AI backlash – Niskanen Center
- As AI Data Centers Expand, Legal Is Getting Pulled Into the Business Earlier | Law.com
- How Communities Are Fighting AI Data Centers and Winning
Photo: Ana Las Heras (CC BY-SA 4.0)
