Lessons Learned for Data Center Regulation: A Conversation with Minnesota Advocates

Contributing Staff

Author

Kristen Soares ǀ State Climate Policy Network Manager

Contributors

Jordan Gerow ǀ Policy & Research Director
Ruby Wincele | Policy & Research Manager
Jacqueline Adams ǀ Senior Policy & Research Associate
Amanda Pontillo ǀ Communications Director & Operations Lead

With growing demand for artificial intelligence and the expansion of cloud computing, increased data center deployment poses a key threat to countless public interest issues: energy affordability, grid reliability, and local water and air quality, to name a few. While estimates for load growth from these resource-intensive facilities vary, they could make up as much as 12 percent of the nation’s total electricity consumption by 2030. Unfortunately, data centers are being deployed at a rate that can easily outpace the deliberately slow and measured legislative process. 

In 2025 sessions alone, the Climate XChange team reviewed over 140 bills addressing data centers across 34 states, and only 14 were enacted that attempted to regulate the impacts from these resource-intensive facilities. While many states have seen data center buildout for decades, others are experiencing the industry for the first time. Regardless of their existing data center development, every state should proactively regulate data center issues, and attempt to do so from all angles, comprehensively mitigating impacts to energy, water, emissions, public health, economic justice, and transparency. 

Minnesota is one state that’s tackled data center regulation from multiple sides through HF 16, enacted in June of 2025. We interviewed advocates from multiple organizations in the state to gain insights into how this bill moved forward, and what advocates think other states can learn from their process.

Note: This article provides insights and recommendations informed by, but not developed by, Minnesota advocates; perspectives from these advocates are noted in direct quotes. This resource is not meant to be a standalone guide for data center regulation, but an illustration of one state’s efforts to enact legislation.

The Minnesota Context: HF 16

Even though data centers are relatively new for Minnesota, dozens of facilities are currently operating in the state. Data on existing facilities varies widely, with different sources ranging from estimates of 15 to 86 data centers in the state; according to the Minnesota Department of Employment and Economic Development, 42 facilities are listed as qualifying for sales tax exemptions. Minnesota is one of the top 15 states with the highest energy capacity of data centers proposed since January of 2023, with over 2,000 MW proposed as of June of 2025.  

None of Minnesota’s existing facilities are hyperscalers, which are massive data centers housing over 5,000 servers, using hundreds of megawatts of electricity, and spanning tens of thousands of square feet. However, that’s changing; one hyperscale data center is being built in Rosemount by Meta, with many more proposed across the state.

In terms of policies, Minnesota has offered a variety of tax incentives for data centers since 2011, like 37 other states with similar exemptions. They also have a strong framework of existing climate policies, including a net-zero emissions target by 2050, 100% clean electricity target by 2040, and requirements for utilities to incorporate the social cost of carbon in their resource planning.

In response to recent increased interest in data center development from companies like Amazon and Meta, Minnesota advocates and policymakers began to take a closer look at their regulatory framework over the past year. Of the 10 data center bills introduced in the Minnesota State Legislature in 2025, only one that attempted to protect communities against their adverse impacts was enacted: HF 16.

HF 16 tackled multiple impacts from data centers, including economic issues related to tax incentives and ratepayer protections, as well as environmental and climate topics regarding clean energy use, water conservation, and more. Among its many provisions, the bill:

  • Eliminates the electricity sales tax exemption for data centers, but extends the sales tax exemption for purchases like IT equipment and computer software from 20 to 35 years.
  • Directs the PUC to establish a “very large customer class” for public electric utilities, aiming to ensure that all costs associated with serving data centers will not be passed on to other ratepayers.
  • Explicitly states that the electricity powering data centers must achieve every benchmark required under the state’s clean energy standard of 100% clean electricity by 2040, without requesting delays.
  • Requires that, for data centers using more than 100 million gallons of water per year, water use permits will only be approved if the state agrees that public health, safety, and welfare are protected, and that technologies for water conservation, water efficiency, and watershed health are “reasonably considered.” 
  • Establishes a fee for large-scale data centers to fund low-income energy conservation and weatherization projects in the state.
  • Orders the PUC to require public utilities to offer an optional clean energy tariff for commercial and industrial customers.
  • Requires payment of the prevailing wage rate for laborers and mechanics performing data center work.
  • Requires data centers to attain a sustainable design or green building standard within three years of going into service.

Takeaways and Lessons Learned from Interviews with Advocates

We interviewed advocates from climate, clean energy, and consumer protection organizations in Minnesota who worked to shape the bill, including Fresh Energy, the Citizens Utility Board of Minnesota (CUB), Vote Solar, and CURE. We compiled their insights into four lessons that other states can use in their own data center advocacy work.

“This is a floor, not a ceiling.”

– Patty O’Keefe, Midwest Regional Director at Vote Solar

One important piece of context for advocates and policymakers in other states is that Minnesota has not been a focus for large-scale data center development until very recently. While the state has dozens of existing data centers, it has no operational hyperscale data centers yet. For states in a similar position, getting protections passed before your state becomes a hotspot is essential.

“This is the first explosion of hyperscale data center development. There's only one currently, only one actually being built, in Rosemount.”

– Sarah Mooradian, Government Relations and Policy Director at CURE

Regardless of where your state currently stands with data center development, passing legislation with a clear framework for how to deal with their impacts is crucial, even though it may not be an end-all-be-all solution. HF 16 is one step in Minnesota’s continued fight to protect communities. Starting with any level of meaningful guardrails — such as ensuring that the additional load needed to serve data centers meets your state’s pre-existing clean energy targets, as Minnesota did — is an important first step.

“What we're learning from this instance is that, of course, there will be new technologies, there will be things that we haven’t even thought of yet. But, we have the process, the relationships, the framework, that the 2040 carbon-free standard is going to be the driver of every decision.”

– Brynn Kirsling, Director of Legislative and Grassroots Advocacy at Fresh Energy

“We were hearing that the data centers had a lot of power in [the Legislature], and were essentially saying, No, we're not going to do that [protective measure]. They had the upper hand, the power in that space.”

– Patty O’Keefe, Vote Solar

Due to the economic value that these large companies purport to bring to states through taxes and jobs — jobs that may not even be created at the scale they’re promised — legislators face the difficult task of weighing potential economic benefits with potential health risks for the communities they represent. Furthermore, these companies have the resources to aggressively lobby lawmakers, providing information that benefits their economic standing. It’s essential that public interest groups and passionate residents participate in the legislative process as fervently as companies to ensure their elected officials understand the effects of data centers.

“I would encourage advocates to go big. The public sentiment is on our side. People don't want their tax dollars going towards data centers, subsidizing some of the richest companies in the world.”

– Patty O’Keefe, Vote Solar

The average American is not interested in data centers being built in their backyard. These facilities are less popular than nearly all energy projects, including natural gas plants, wind farms, and even nuclear plants. Educating and mobilizing constituents is key to building the power needed to counteract data center companies’ political influence.

“None of us could get what we wanted without compromising with the other people — which is how the legislature is supposed to work, in my opinion. The data center companies really needed tax breaks…but there were not enough votes for tax breaks without ratepayer protections, water, and other public interest issues. And those legislators couldn't pass those protections without attaching it to the tax break.”

– Annie Levenson-Falk, Executive Director at CUB

In Minnesota, a state with strong environmental review laws, this balance of power was key to building the political will necessary to get data center guardrails passed, rather than just incentives. The legislative calculus meant that data centers couldn’t get away with unfettered buildout at the expense of communities.

“People from the communities where data centers are getting proposed themselves are particularly able to speak powerfully about what's happening. We worked closely with residents of Farmington, Minnesota, where a large data center is being proposed, and they lent a very powerful voice to the whole issue. That was…the muscle that was needed to stand up to the data centers.”

– Patty O’Keefe, Vote Solar

Minnesota advocates were able to influence their legislators in favor of public interest by mobilizing residents on the frontline of data center buildout. With issues as new to state legislatures as data centers, it’s essential to use storytelling to prove the on-the-ground reality of adverse impacts and statewide inequities.

“I think it [public opposition brought to the Capitol] was influential on several legislators. It helped make it so that…it wasn't as simple as just saying, well, this is what the data centers want, and nobody's really opposing.”

– Sarah Mooradian, CURE

“Our Public Utilities Commission was already thinking about this [ratepayer protections], and they had put some of that into an order for Xcel, directing Xcel to start addressing that issue…Having them put specific terms into an order for ratepayer protection was really helpful — a clear indication that the Commission is going in this direction anyway. For legislators, it gave some credence, showing that this is real, these kinds of protections are important.”

– Annie Levenson-Falk, CUB

The Minnesota PUC had also convened a day-long session on data center issues in late 2024, ahead of the start of the legislative session. Building on that political momentum from the PUC or individual utilities, or lobbying the PUC to initiate something similar, would be a promising first step toward swaying legislators in other states.

“[The PUC] convened a day-long meeting in late 2024, where they were getting into data center issues…It was just starting to question, what are the issues that we're going to have to be dealing with? This is a big deal — it's unusual for the PUC to have a meeting like that, so I think it showed that they were thinking, this was something we need to get our heads around, this is different.”

– Annie Levenson-Falk, CUB

Another important political dynamic in the state was the proposed extension of tax breaks for data centers, which was introduced at the same time as major cuts to other public programs were proposed. Connecting those dots, and hearing about it from constituents, was influential for some legislators.

“We noticed that people got really mad about the tax exemption part of it, understandably; at the same time, in our state, we were also cutting some programs. So that particularly stung and made some public members angry, and they could clearly explain to their own legislators: Hey, I don't like that. You're cutting some of these programs that I rely on, or my community relies on, but we want to give a longer tax exemption to data centers?”

– Sarah Mooradian, CURE

This sentiment was echoed by public sector unions as well, an important voice in this advocacy and power-building work.

“Some of those organizations [in support] were public sector unions that were coming out and saying, we're proposing budget cuts for education, but then proposing tax exemptions for some of the richest companies in the world? That doesn't make sense.”

– Patty O’Keefe, Vote Solar

States should also look to build on the political momentum in other parts of the country. Understanding what data centers have agreed to in other states, such as Minnesota’s reserved funding from data center fees to deploy low-income weatherization and conservation projects, can help set baseline expectations for what you can achieve in your own state.

“The low-income conservation funding is a good model…Everything [the data center companies] were agreeing to in Minnesota, this could be replicated in all of the states now. I think they [the data centers] would expect those asks.”

– Annie Levenson-Falk, CUB

Lesson 4: Aim for guardrails and protections that meet concrete standards, and ensure reporting requirements are in place.

Minnesota’s HF 16 is a great first step, but it’s not the end of the process. Some of the bill’s provisions include explicitly enforceable language, such as the elimination of the electricity sales tax exemption and the creation of the conservation and weatherization fee, which secures definite protections for communities. 

Other parts of the bill, however, are less enforceable or are up to the discretion of regulators. The requirements for the consideration of water efficiency technology use and the approval of permits with no adverse health or environmental impacts are not quite so concrete. If every data center considers water efficiency technologies, but doesn’t actually implement them, the law would be satisfied, while communities would suffer. Similarly, the finding of no adverse health or environmental impacts — without the creation of discrete standards against which to measure this impact— might be an opinion that differs between state regulators and communities themselves. 

States should seek to build on these provisions to ensure their regulations have tangible legal weight when it comes to protecting their communities, such as discrete standards for water and energy use.

“There are pieces here…what advocates sometimes call ‘comfort language’…Saying that the DNR has to ensure that data centers thought about using water efficiency measures is not the same thing as requiring them to use those.”

– Sarah Mooradian, CURE

In addition to strengthening provisions that have made it into bills from previous sessions, states should, of course, seek to bring additional requirements that weren’t present in HF 16, including those related to clean energy buildout, grid reliability, water and energy use reporting, and more.

“[Data centers] should be investing in clean energy infrastructure in the communities that they’re being built in, paying for grid upgrades, and also providing flexible loads so that Minnesota doesn't have to build more unnecessary infrastructure. Can we mandate that they use most of their energy at specific times, so that we are reducing the strain on the grid as much as possible at peak times? On water, can we require them to use closed loop water systems, or technology that’s equally as efficient, so they're not sucking up all of this fresh water from the community all the time?”

– Patty O’Keefe, Vote Solar

Ironically, getting the data on data centers’ impacts is particularly difficult. Data center companies across the country are refusing to publicly report their water and energy use, often citing concerns about sharing proprietary information with competitors. While it didn’t make it into the Minnesota bill, advocates and policymakers should seek innovative ways to secure this important piece of the puzzle. 

Without disclosure, both public participation in facility approvals and governmental efficacy in regulating impacts are stymied. In fact, across the country, data center developers are using non-disclosure agreements (NDAs), to bar local officials and landowners from sharing information about proposed developments.

“There's nothing on transparency at all, and that's a big fight going on. We have lots of NDAs [between governmental offices and data center companies or developers] going on here.”

 – Sarah Mooradian, CURE

Conclusions for Other States

States are only at the beginning of a long process to achieve meaningful data center regulations, and legislatures must move quickly to protect their communities. There are major uncertainties about the scale of future deployment, driven by data center companies submitting speculative or duplicative interconnection requests, alongside unpredictability around how much water and energy future machine learning and related generative models will need — yet still, data center demand is already causing significant load increase. These concerns, at a time when energy costs are already spiking across the country, means that policymakers need to act fast. 

Fortunately, states aren’t alone in this work. Advocates and policymakers across the country should look to lessons learned from other states, diving into both the wins and the challenges. Some conclusions that Climate XChange has reached from the insights shared in this article include:

  • States should seek to enshrine explicit requirements that integrate data center resource use into existing climate and clean energy policy frameworks, such as emissions reduction targets and clean energy standards when they are in place.
  • Legislatures can build on regulatory momentum from the PUC or utilities related to data centers to inform their efforts. 
  • Advocates should mobilize residents and public unions impacted by data center development to tell the real stories of impacts to communities and workers. 
  • Policymakers should champion discrete standards and enforceable requirements, especially related to water and energy use, as well as transparency and disclosure.

State policymakers have a responsibility to protect our communities and future generations from adverse impacts related to this industry-driven buildout, but it won’t happen overnight. As with many policy issues, states can lead the way on this issue, and advocates and policymakers will need to work together to build on best practices across the country.