Data center siting in the AI era: a smarter approach to environmental and community impact

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Artificial intelligence is accelerating demand for data centers—and with it, electricity consumption. Business growth and the need for speed to market is putting tremendous pressure on infrastructure development, especially land use. A comprehensive approach to environmental considerations—integrated early into site selection—can reduce risk, streamline permitting and support sustainable outcomes for developers and communities. 

Why smart siting matters for AI-driven data center growth 

Data centers are energy-intensive and land-dependent. Siting decisions affect everything from permitting timelines to operational resilience. As projects scale to meet AI-driven demand, the margin for error narrows. Missteps—in land acquisition, environmental review, community engagement—can hurt project success.  

A structured, interdisciplinary approach to environmental assessment helps avoid pitfalls, supporting faster permitting, better design decisions and stronger alignment with local and regional priorities. 

Key environmental factors in data center site selection 

  • Land services: start with certainty 

 Due diligence is critical because it reduces surprises and supports informed decision-making from the outset, identifying project constraints, permitting pathways and environmental liabilities. Early land title analysis on a recent Black & Veatch project, for example, revealed a buried utility easement that would have conflicted with the planned footprint of a substation. Identifying the conflict early allowed the team to adjust the layout and avoid a six-month redesign. 

Action: Integrate environmental, legal and permitting data to evaluate parcels for feasibility before capital is committed. 

  • Air emissions: design for compliance and community 

Air permitting is a critical path item for many data center projects, especially those with on-site generation. Proximity to non-attainment areas, stack design and emissions controls influence permitting timelines and community acceptance. For a hyperscale client in Texas, for example, the Black & Veatch air quality team modeled emissions scenarios and engaged with regulators early. This reduced the permitting window by 40% and helped the client meet a tight commissioning deadline. 

Action: Engage early and often with permitting agencies and integrate air quality modeling into site design to promote alignment, secure permits, avoid delays and drive compliance. 

  • Acoustics and noise control: prevent the pushback 

 Noise triggers community concerns and regulatory scrutiny. Addressing acoustics during site layout and design—not after complaints arise—helps maintain project momentum and public trust. On a data center project in the U.S. Midwest, the Black & Veatch acoustics team used predictive modeling to adjust equipment placement and add targeted barriers. The result: projected sound levels at the nearest property line dropped well below regulatory thresholds. 

Action: Integrate acoustical design into site planning to reduce the risk of delays, redesigns, non-compliance, reputational damage and project opposition.  

  • Wetland biology: avoid the bottleneck 

Projects that impact wetlands face complex permitting requirements and potential redesigns. Misidentifying or underestimating wetland boundaries and how they function can lead to costly rework. Understanding them, on the other hand, advances avoidance, minimization and mitigation strategies that align with regulatory expectations. For example, on a 200-acre site in the mid-Atlantic region, Black & Veatch biologists used drone-enabled surveys and digital delineation tools to map soils and vegetation. This allowed the design team to shift infrastructure away from sensitive areas, avoiding a Section 404 permit and saving months in the schedule. 

Action: Combine field expertise with digital tools to develop accurate, defensible assessments that drive efficient permitting and sustainable outcomes.  

  • Cultural resources: respect the land, protect the schedule 

Early coordination with cultural resource specialists helps avoid discoveries of archaeological or historical resources that can halt construction. For example, Black & Veatch environmental specialists identified a previously undocumented cultural site during a site study for a project in the American southwest. By adjusting the project footprint and coordinating with tribal representatives, the client avoided a full archaeological excavation and maintained schedule integrity.  

Action: Conduct a cultural resource assessment to identify sensitive sites, reducing the risk of delays while fostering respectful development. 

Permits, performance and public trust: the case for early environmental due diligence 

As AI drives exponential growth in data infrastructure, environmental due diligence is not a box to check. It is a foundation for success. Projects that integrate environmental expertise early are better positioned to: 

  • Secure permits on schedule.  

  • Avoid costly redesigns or legal challenges.  

  • Build stronger relationships with regulators and communities.  

  • Deliver infrastructure that performs over the long term. 

Environmental planning protects the data center project 

Data centers are built on real land, in real communities, under real oversight and other business pressures. Balancing speed, scale and stewardship requires a disciplined approach to environmental planning that protects the project by respecting the places it touches. 

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