New Jersey Data Centers at a Crossroads? Vineland's Self-Powered AI Campus and Monroe Township's $300 Million Zoning Battle

Disputes surrounding New Jersey data centers are intensifying as the State positions itself as a leader in artificial intelligence, cloud computing, and advanced technology infrastructure. Recent proceedings in Vineland and ongoing litigation in Monroe Township illustrate the growing tension among local land-use control, energy concerns, environmental impacts, and statewide economic development objectives. The outcomes of these matters may help shape the future regulatory framework for New Jersey data centers and AI infrastructure throughout the State.

The Vineland DataOne/Nebius Proposal

The most closely watched project remains the proposed DataOne/Nebius AI campus in Vineland. During an August 5, 2026 hearing before the Vineland Planning Board, project representatives defended a revised proposal for a 300-megawatt hyperscale artificial intelligence data center designed to support Nebius’ AI cloud computing operations. The first phase has already been approved and is under construction, while the applicant is now seeking approval for a significantly expanded second phase.

A Self-Powered AI Campus

A central feature of the revised proposal is its extensive on-site power generation strategy. Unlike many data center projects that rely heavily on utility-supplied electricity, DataOne proposes to power the facility primarily with Bloom Energy fuel cells, supported by on-site liquefied natural gas (LNG) infrastructure. During the hearing, project representatives argued that the facility would generate its own power through an electrochemical process that converts natural gas into electricity without traditional combustion. According to the applicant, the project has been deliberately structured so that existing electric or natural gas customers would not subsidize its electrical needs and would not increase residential utility bills. The applicant further contends that self-generation reduces pressure on the regional electric grid at a time when PJM and utilities throughout the Northeast are confronting growing power demand from AI-driven computing operations.

Public planning documents reveal the scale of the proposed energy infrastructure. The amended site plan includes multiple Bloom Energy power-generation areas, LNG storage and fueling facilities, water treatment infrastructure, cooling systems, and other utility assets intended to support a self-powered AI campus. If approved, the fuel-cell component would reportedly become Bloom Energy’s largest single-site installation to date. As a result, the Vineland project may become an important test case for a new model of “behind-the-meter” data center development in which power generation is co-located with high-intensity computing facilities.

Support and Opposition

Supporters view the project as a potential blueprint for balancing economic development with grid reliability concerns. NJBIA recently testified that New Jersey should support AI infrastructure projects that provide their own power, create jobs, and maintain environmental safeguards. NJBIA noted that Governor Mikie Sherrill has emphasized that future AI infrastructure projects should either provide their own electricity or bear the cost of the grid resources they require. NJBIA argued that the Vineland proposal appears designed to satisfy those objectives.

Nevertheless, the project has generated substantial opposition. Residents and advocacy groups have raised concerns about LNG storage, fuel cell emissions, water consumption, noise, transparency, property values, and long-term community impacts. The Planning Board has not yet rendered a final decision and is expected to continue hearings on the proposal.

The Monroe Township Litigation Continues

At the same time, the legal implications of local restrictions are being tested in federal court. In Hexa Builders, LLC v. Mayor and Township Council of Monroe Township, a developer seeks more than $300 million in damages after Monroe Township repealed earlier approvals permitting data centers and adopted ordinances banning data center development township-wide, as we detailed in a previous client alert. The complaint alleges violations of the Municipal Land Use Law, constitutional equal protection principles, the New Jersey Civil Rights Act, redevelopment rights, and New Jersey’s “square corners” doctrine. The developer contends that Monroe Township initially embraced data centers as a permitted redevelopment use, developed regulatory standards to address community concerns, and then reversed course in response to public opposition.

The litigation has expanded beyond a traditional zoning challenge. Monroe Township has moved to dismiss the federal constitutional claims, arguing that the matter is fundamentally a local land use dispute and that municipalities may lawfully distinguish data centers from warehouses and other industrial uses because of their unique energy, cooling, utility, and infrastructure demands. The Township further argues that the Planning Board properly deemed the amended application incomplete because it lacked a new Pinelands Certificate of Filing.

The developer disputes those positions and has argued that data centers are similarly situated to other industrial uses already permitted in the municipality. Plaintiffs also contend that municipal officials acted with animus toward data centers and improperly altered application review standards to prevent the project from proceeding. In parallel, plaintiffs have requested that most of the state-law land-use claims be remanded to the New Jersey Superior Court, arguing that the case is predominantly a Municipal Land Use Law dispute involving novel and significant questions of state law.

What These Developments Mean for New Jersey Data Centers

Taken together, the Vineland proceedings and Monroe litigation demonstrate that New Jersey has entered a new phase in the debate over AI infrastructure. The key questions are no longer whether data centers will come to New Jersey, but rather where they will be located, how they will be powered, and to what extent municipalities may regulate or prohibit them. Developers, landowners, municipalities, utilities, and technology companies should closely monitor these matters because they are likely to establish important precedents regarding self-powered AI campuses, zoning authority, redevelopment rights, and the future of data center regulation and development throughout the State.

How Scarinci Hollenbeck Can Help

The rulings and approvals issued in these matters will shape data center siting, energy strategy, and municipal regulation throughout New Jersey. Daniel T. McKillop, a Partner in the firm’s Little Falls, NJ office, and the attorneys of Scarinci Hollenbeck’s Environmental and Commercial Real Estate practice groups advise developers, property owners, and municipalities on the siting and approval of energy-intensive projects and the enforceability of local restrictions. To discuss how these developments may affect a current or contemplated project, contact Mr. McKillop or the Scarinci Hollenbeck attorney with whom you work.