The artificial intelligence boom has a dirty secret, and it is smoking right out of dozens of unpermitted exhaust pipes in South Jersey.
State environmental regulators just hammered DataOne with a $1.07 million fine for running 62 massive natural gas power generators without proper state permits. If you thought tech companies could quietly bypass local environmental laws just because they are building infrastructure for trillion-dollar AI models, New Jersey is proving otherwise.
Inspectors walked onto the Vineland site on July 29 and found the massive, tractor-trailer-sized engines. They had not been there during a previous inspection last December. According to the New Jersey Department of Environmental Protection, any generator with a capacity of 37 kilowatts or higher needs a preconstruction permit and a valid operating certificate. These 62 generators clock in at 1,982 kilowatts each. That is a massive oversight, or a deliberate attempt to beat red tape.
The Reality of AI Power Demands
Data centers are power hogs. They suck up massive amounts of electricity from regional grids, forcing operators to look for alternative power solutions to avoid crippling local utility networks.
In Vineland, the massive facility is tied to a staggering $17 billion deal involving the Nebius Group and Microsoft. When fully built, the 587,980-square-foot campus will include 14 data halls and a maximum capacity of 350 megawatts. It is designed to be one of the largest data centers on the East Coast.
To feed that kind of computational appetite, tech infrastructure developers are turning to on-site generation. The problem? Natural-gas reciprocating engines spew carbon dioxide, nitrogen oxides, carbon monoxide, and other harmful pollutants right into local communities.
State regulators aren't having it. DEP Commissioner Ed Potosnak called the enforcement action the largest ever taken against a data center in New Jersey, noting it sends a clear message that these facilities will not be built or operated with impunity.
The Defense and What Happens Next
DataOne disagrees with the ruling. A company spokesperson maintained that the natural gas engines were only a temporary measure. They claimed the site is transitioning to low-emission, quiet fuel cells from Bloom Energy as part of its permanent power solution.
Even so, the company has been ordered to immediately apply for the required air pollution permits or shut those 62 engines down.
Local residents aren't surprised by the crackdown. Neighbors have been pushing back against the project for months, complaining about constant humming and motor noises echoing through the night. Some residents can see the massive walls of the data center right from their backyards. Municipal officials in Vineland previously hit the brakes on construction after crews started building a liquefied natural gas tank and fuel cell units without proper local approvals.
Governor Mikie Sherrill's administration has made it clear that data centers must play by the rules. New Jersey recently signed legislation requiring data centers to report their energy and water usage semiannually, establish fair-share rules, and fund clean energy solutions rather than shifting grid upgrade costs onto everyday residents.
If you are tracking the intersection of local environmental enforcement and tech expansion, keep your eyes on South Jersey. The era of tech companies sneaking massive fossil-fuel infrastructure past regulators is running out of road.
Apply for your permits on time, or expect a seven-figure penalty waiting at your door.
