As a seasoned political strategist and the driving force behind Government Curated, Donald Gainsborough has spent decades at the intersection of complex legislation and public interest. His expertise is particularly vital now, as states like Colorado grapple with the aggressive expansion of data centers—facilities that are as resource-intensive as they are essential to our digital lives. Gainsborough’s work focuses on navigating the “gold rush” of the artificial intelligence boom while ensuring that the infrastructure supporting it does not come at the expense of public health or environmental equity. In this conversation, we explore the friction between rapid industrial growth and the lived experiences of communities often left in the shadows of progress, examining how policy can be used to protect the most vulnerable.
The following discussion centers on the environmental and socioeconomic challenges posed by data center development, specifically focusing on the respiratory risks associated with massive backup power systems and the staggering consumption of water and electricity. We delve into the systemic failures of administrative approval processes that exclude local voices and the emerging legislative “guardrails” designed to balance economic incentives with renewable energy mandates. Through the lens of recent developments in Denver’s most industrial neighborhoods, we examine the necessity of shifting toward cleaner technology and the urgent need for urban planners to align private industrial growth with public environmental targets.
When over a dozen diesel generators are installed near senior housing and health clinics, what specific respiratory risks do nearby residents face? How can developers mitigate these long-term health impacts while ensuring reliable backup power, and what metrics should be used to monitor local air quality?
In neighborhoods like Globeville and Elyria-Swansea, where residents are already exposed to more particulate pollution than 100% of the state’s census tracts, the addition of 14 shipping-container-sized diesel generators creates a profound health risk. These engines emit a toxic cocktail of particulate matter and poisonous gases that the International Agency for Research on Cancer categorizes as “carcinogenic to humans,” a terrifying reality for families where asthma is already a common household burden. We are looking at a potential spike in hospitalizations for respiratory illnesses, especially since these facilities are often sited within yards of senior living centers and health clinics where patients are already fighting for breath. To mitigate this, developers must move beyond the bare minimum of fence-line positioning and invest in independent health equity analyses that quantify noise, traffic, and emissions before a single permit is issued. Monitoring must be constant and transparent; we need real-time data on ozone-forming gases and particulate matter, ensuring that “periodic maintenance and testing” doesn’t become a euphemism for a slow, invisible erosion of community health.
A single server facility can consume enough water for 4,600 people and electricity for 12,000 homes. What are the long-term trade-offs for municipal utilities, and what infrastructure steps are necessary to ensure that large-scale industrial demand does not lead to resource shortages or higher costs for residents?
The sheer scale of resource consumption is staggering, with a single 18-megawatt facility potentially drawing enough power to light up 12,000 homes, which places an immense strain on providers like Xcel Energy. When “large load” customers are projected to comprise two-thirds of all new electricity demand, the primary trade-off is the potential for increased rates for the average consumer and a heightened risk of grid instability. On the water side, peak usage of 230,000 gallons per day is a massive draw in a semi-arid climate, essentially diverting the daily supply of 4,600 residential neighbors to cool server racks. To protect the public, we must implement mandatory resource-use frameworks that require data centers to demonstrate self-sufficiency, perhaps through on-site renewable generation or advanced water recycling systems. Utilities need to prioritize “ratepayer protections” in their planning phases, ensuring that the infrastructure upgrades required for these industrial giants aren’t quietly subsidized by the families living across the street.
Administrative approval processes often bypass public hearings when land is already zoned for industrial use. How does this lack of transparency affect community trust, and what specific regulatory frameworks could better involve residents in the decision-making process for massive infrastructure projects in their own backyards?
When a city greenlights a massive data center complex administratively, as we saw in Denver, it sends a clear and damaging message to the community that their voices are secondary to “by-right” industrial zoning. This bureaucratic shortcut bypasses the very people who will live with the hum of the cooling fans and the exhaust from the generators, leading to a deep-seated resentment and a total breakdown in trust between residents and City Hall. We need to move toward a regulatory framework that triggers mandatory public hearings for any project of a certain “load” or “impact” threshold, regardless of existing zoning. This should include binding community benefit agreements and “Good Neighbor” proposals that allow residents to negotiate for things like air filtration systems in nearby schools or strict limits on non-emergency generator runtime. Without these transparency measures, industrial growth feels less like progress and more like an occupation of public space.
Many states offer millions in tax exemptions to attract tech investments, while others are now proposing “guardrail” legislation. How can local governments balance the economic pressure to woo these industries with the need for renewable energy mandates and binding community benefit agreements?
The competition to attract the “AI building boom” has led roughly 37 states to offer massive tax incentives, but we are beginning to see a necessary reckoning regarding the millions in lost tax revenue. Governments are realizing that the promise of tech investment is hollow if it undermines greenhouse gas reduction goals or leaves local infrastructure in tatters. The solution lies in “guardrail” legislation—policies that make incentives contingent upon the developer’s commitment to 100% renewable energy and the signing of binding community benefit agreements. We must stop the race to the bottom where states compete by gutting environmental standards; instead, we should attract companies that view sustainability as a core component of their business model. By requiring public hearings and environmental justice summaries, we ensure that the “gold rush” pays its fair share to the people and the land it occupies.
Most backup systems currently utilize older Tier 2 generators rather than the cleaner Tier 4 designs that reduce poisonous gases. Why is there a lag in adopting these cleaner technologies, and what practical standards should be implemented to protect neighborhoods already burdened by high levels of industrial pollution?
The persistence of Tier 2 generators in the data center industry is a classic case of prioritizing short-term capital savings over long-term public health, despite the fact that Tier 4 designs significantly reduce the poisonous gases that contribute to ozone formation. This lag exists because older standards are still legally permissible in many jurisdictions, allowing companies to opt for cheaper, dirtier technology while branding themselves as modern tech leaders. To fix this, we need to implement immediate, local standards that mandate Tier 4 technology for any backup system located within a certain radius of “disproportionately impacted” communities. If a company can afford the billions required for AI infrastructure, they can afford the cleaner engines that prevent 600,000 potential asthma cases nationwide. It is a matter of basic corporate responsibility to ensure that their “back-up” plan doesn’t become a front-line health crisis for the neighborhood.
With the global infrastructure for artificial intelligence projected to double by 2030, how can cities prevent “investment supercycles” from undermining their greenhouse gas reduction goals? What specific steps should urban planners take today to align private industrial growth with public environmental targets?
As we face an “infrastructure investment supercycle,” cities are at a crossroads where the sheer demand for power could easily derail hard-won climate targets. Urban planners must stop viewing data centers as just another industrial building and start treating them as major energy and water utilities that require unique, rigorous oversight. One specific step is the implementation of construction moratoriums, like the one proposed in Denver, to allow for the creation of working groups that define strict rules around energy sourcing and zoning. We should also be looking at “load-shedding” agreements where these facilities agree to power down during periods of peak grid stress, ensuring they are partners in grid stability rather than just consumers. Finally, aligning private growth with public goals requires a “climate-first” permitting process where a project’s carbon footprint and resource demand are the primary filters for approval.
What is your forecast for data center expansion?
I anticipate that the next five years will be defined by a shift from unregulated expansion to a period of intense local and state-level scrutiny, as more communities demand “guardrails” against the environmental and social costs of AI. We will likely see a decline in the effectiveness of generic tax incentives as states realize that the strain on their water and power grids outweighs the modest job creation these server farms provide. The industry will be forced to innovate toward much cleaner backup systems and more efficient cooling methods, not because they want to, but because the public will no longer accept the “Tier 2” status quo. Ultimately, the data centers that thrive will be those that integrate seamlessly into the community, operating as transparent partners rather than isolated industrial fortresses. The era of the “administrative bypass” is coming to an end, and the future of tech infrastructure will be one that is negotiated in public hearings and defined by its contribution to—rather than its extraction from—the local environment.
