New Jersey Governor Mikie Sherrill is moving to place new restrictions on data center development as state officials confront rising electricity demand tied to the buildout of AI infrastructure.

The proposal would require large data centers to finance the additional power generation and grid upgrades needed to support their operations. The administration also wants mandatory disclosure of energy and water consumption, statewide standards for local community agreements, and requirements that data facilities use local labor and pay prevailing wages.

Sherrill’s proposed plan is in keeping with several similar initiatives across the US. Once seen mostly as an economic development opportunity and operating far from public visibility, data centers are now sparking major debates. Local residents often organize pushback, concerned over energy costs and quality of life issues for nearby homeowners.

Citizens Subsidizing Tech Companies?

One concern that residents now more often raise: as electric bills rise due to data center demand, are local ratepayers subsidizing the business expansion of tech giants? New Jersey state officials argue that demand growth from these projects is beginning to place pressure on utility systems and electricity pricing.

Responding to that concern, Sherrill framed the proposal as an effort to prevent residents from subsidizing the rapid expansion of AI infrastructure.

Under the proposal, operators would need to secure new clean energy resources and help finance transmission and grid infrastructure tied to their projects. The governor also called for mandatory reporting of electricity and water use every six months, arguing that communities currently have little visibility into the levels of resource consumption generated by large AI facilities.

The plan also proposes stronger community benefit agreements between developers and municipalities. Those agreements would address issues including noise, lighting and pollution concerns while directing investment toward communities where data centers are located.

Additionally, the administration is seeking labor protections intended to ensure that construction and long-term operations create local jobs with standard wage requirements.

Environmental Groups vs. Business Organizations

New Jersey has seen rising resistance to data center development across the state. Environmental organizations and community groups have argued that the state lacks adequate oversight as AI-related projects accelerate.

Earlier this month, dozens of advocacy organizations urged the governor to impose a moratorium on new large-scale data centers, particularly facilities exceeding 20 megawatts of power demand. They argue that the state should first establish environmental and infrastructure regulations before approving additional data center construction.

Some municipalities have already acted independently. Several local governments have moved to restrict or block new data center construction, while residents in communities with proposed facilities have raised objections over land use and power grid strain.

In Kenilworth, public opposition recently forced the cancellation of a planning board meeting tied to a proposed AI data center project. Residents in Vineland have also challenged a facility through litigation, claiming it has affected quality of life.

Environmental advocates welcomed portions of Sherrill’s proposal but said it stops short of addressing the scale of the issue.

Groups calling for a moratorium argue that AI data centers could substantially boost fossil fuel use, water consumption and pollution if development continues without broader statewide restrictions. Some advocates are also pushing for limits on backup diesel generators and requirements that facilities rely on newly added renewable power instead of existing grid capacity.

Business organizations, meanwhile, largely supported the governor’s approach. Industry groups said New Jersey needs a regulatory framework that allows AI infrastructure growth while balancing energy and community concerns.