Written by Justin Vecchio on July 15, 2025 in Thought Leadership

When you work with an AI model to write a 100-word email, it can use up to one bottle of water. Multiply that by the billions of AI-powered tasks happening daily, and the water footprint of our digital world quickly becomes staggering.

 

The Numbers Will Surprise You

A typical 100-megawatt data center can consume 2 million liters of water daily, approximately equivalent to what 2,900 New Jersey households use. Microsoft’s data centers alone consumed nearly 6.4 billion liters last year, while Google used approximately 19.8 billion liters globally.

Why so much water? Many data centers use evaporative cooling to manage the intense heat generated by AI processors. This process can evaporate 80% of the water used in the cooling cycle. A single AI query uses ten times more electricity than a traditional Google search, creating exponentially greater cooling demands.

 

New Jersey’s Water Permitting Reality

For data center developers in New Jersey, water supply isn’t just an operational consideration, it’s a regulatory challenge that can make or break your project timeline.

If your facility withdraws more than 100,000 gallons per day, you need a comprehensive water permit under NJAC 7:19-2. This requires:

  • Hydrogeologic Report – Comprehensive groundwater analysis including geological conditions, well construction data, sustainable yield estimates, and potential interference with nearby wells.
  • Surface Water Evaluation – For stream/river withdrawals, including minimum flow analysis, aquatic impact studies, and fish-friendly intake designs.
  • Environmental Impact Assessment – Wetlands, streams, and floodplains analysis, often requiring separate permits under the Freshwater Wetlands Protection Act.
  • Integrated Design & Planning – Bringing together civil engineers, hydrogeologists, environmental scientists, and land surveyors for comprehensive project development.

Certain locations add complexity: Delaware River Basin projects need both DRBC and DEP approval. Projects in the Pinelands region face even more complexity, as the Pinelands Commission becomes another reviewing agency. The Pinelands’ unique ecological significance means heightened scrutiny of any development that could impact the region’s water resources.

 

How Taylor Wiseman & Taylor Solves These Challenges

With over 120 years of experience, Taylor Wiseman & Taylor brings the exact expertise data center projects need. Our multidisciplinary team includes licensed professionals for each permitting aspect:

  • Hydrogeologists experienced in New Jersey’s diverse geological conditions and Critical Areas
  • Civil engineers specializing in reliable water systems for 24/7 operations
  • Environmental Permitting Experts experienced in multi-agency coordination
  • Professional Land Surveyors to accurately depict the site topography and extents of environmentally sensitive areas requiring special consideration.

 

The Path Forward

The data center industry is rapidly evolving toward sustainability. Leading companies are investing in closed-loop cooling systems and exploring alternative technologies. But the fundamental challenge remains: building the digital infrastructure we need while protecting water resources.

Early engagement with experienced professionals is crucial. The permitting process typically takes 12-18 months, and mistakes are costly. By partnering with Taylor Wiseman & Taylor, you get comprehensive expertise that navigates both technical requirements and regulatory complexity.

 

Ready to move forward with your data center project? Contact Taylor Wiseman & Taylor today to discuss how our integrated expertise can help you successfully navigate New Jersey’s water permitting requirements.

 

Taylor Wiseman & Taylor has served the land development community since 1901. Our experienced team provides the comprehensive expertise needed for successful data center development. Contact us to learn how we can help with your next project.