Data centers are drawing growing scrutiny over their energy and resource use, as public opposition to rapid expansion increases. So far, debate and regulation have focused mainly on facilities’ physical impacts: electricity demand, water consumption, land use, and pressure on power grids.
But as AI drives a new wave of construction, policymakers may also begin asking whether the services hosted in data centers justify their environmental and infrastructure costs. For now, that remains an emerging question rather than a formal regulatory approach.
Could Some Workloads Be Seen as More Valuable Than Others?
Data centers support a wide range of services, including business applications, social media, video streaming, generative AI, and other digital tools. A 2024 report from Sandvine estimated that video streaming, social media, and related applications from major technology companies account for about 65% of total internet traffic.
Some online services already face direct policy scrutiny. For example, governments are increasingly considering restrictions on social media use by children. While such measures do not regulate data center workloads, they show that the broader social effects of digital services are becoming part of policy discussions.
AI could intensify the debate. Goldman Sachs has estimated that AI’s share of the data center market could double to 30% over the next two years, taking a larger portion of capacity from traditional and cloud workloads. Meanwhile, some opponents of data center expansion have questioned which services new facilities will support, particularly when operators provide little detail about their customers or workloads.
Industry representatives argue that data centers enable many essential services beyond AI, including banking, healthcare, travel, and scientific research. However, if electricity and grid connections become scarcer, governments may face questions about whether all workloads should receive equal access. Healthcare research, for instance, might be viewed differently from gambling, social media, or speculative AI applications.
There are currently no major regulatory efforts to give facilities preferential treatment based on the perceived social value of their workloads. Such a system would also be difficult to implement: cloud and colocation facilities often host many different types of computing in the same building, making simple classifications impractical.
Still, governments may find ways to distinguish among projects based on factors such as national sovereignty, critical services, flexibility, or public benefit.
Views From Industry Leaders
At a recent Data Center Europe event in Vienna, industry experts discussed whether scrutiny of workloads and their social value might increase.
Branko Jovanović, a data center technology executive and Slovenian ICT association leader, pointed to proposed changes in Finland’s grid-connection rules that would prioritize smaller data centers under one megawatt. Though the proposal does not explicitly rank workloads by social value, it could favor some enterprise or research facilities over large AI, colocation, and hyperscale projects.
Jovanović said the Finnish approach also highlights expectations that larger facilities demonstrate operational maturity and flexibility, including the ability to schedule workloads and support energy production.
Gabriele Favarò of the Information Technology Industry Council said current European rules do not distinguish between workload types or even consistently differentiate AI data centers from colocation facilities. He argued that greater transparency about the services hosted in data centers could help regulations better reflect the sector’s complexity.
Rajiv Dalal of Strategic eServices described growing interest among customers in where their data and workloads are located. One example is a Native American reservation in the United States developing a private cloud to maintain sovereignty over its data. Similar concerns arise in regulated sectors such as financial services, where organizations are careful about the location of critical workloads.
A Difficult Line for Regulators to Draw
Not everyone supports classifying workloads by their perceived social value. Damir Spoljaric, an investment group founder, has warned against labeling workloads as “good” or “bad,” calling that approach dangerous. Michael Winterson of the European Data Centre Association has also questioned who should have the authority to regulate such activities in a liberal democracy.
Formal regulation based on workload value remains speculative. But as opposition to new data center projects grows and AI increases demand on power and infrastructure, the issue may become harder for policymakers to avoid. What is currently a conference debate could eventually become a more consequential policy question.
Welcome to DediRock, your trusted partner in high-performance hosting solutions. At DediRock, we specialize in providing dedicated servers, VPS hosting, and cloud services tailored to meet the unique needs of businesses and individuals alike. Our mission is to deliver reliable, scalable, and secure hosting solutions that empower our clients to achieve their digital goals. With a commitment to exceptional customer support, cutting-edge technology, and robust infrastructure, DediRock stands out as a leader in the hosting industry. Join us and experience the difference that dedicated service and unwavering reliability can make for your online presence. Launch our website.