AI data centers can attract customers and capital yet still fail to deliver expected returns if they cannot secure power, permits, water, insurance, and community acceptance. Growing opposition makes those dependencies more visible—and can add costs or delay a project—but the evidence does not show that backlash will cancel every planned facility or affect all locations equally. For investors, the key question is whether a specific project can be built, connected, and operated on terms that still support its economics.
Why backlash is an investment risk
A data center’s commercial promise depends on more than demand for computing. A building that is ready before its grid connection, or a permitted site that loses local support, may not generate revenue on its expected schedule. Delays can also change financing, construction, power, and infrastructure costs. Those risks are particularly relevant as facility capacity grows: MSCI Research reported that median capacity for newly built data centers rose from 11 MW in 2016 to 130 MW by June 2026.
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The figures in the public debate should be read as measures with specific scopes, not as a single estimate of industry-wide losses. MSCI reported that 70% of global data-center capacity under construction was in the United States in 2026, and that projects in regions where data centers are being developed faced an average wait of 64 months for new power projects. Those are MSCI’s measures; the wait figure is not a guaranteed connection date for any individual facility.
MSCI also counted at least 75 U.S. data-center projects delayed or cancelled in the first quarter of 2026, matching its stated total for all of 2025. This is a tracked-project count, not a universal census, a count of cancellations alone, or a dollar estimate of losses. Its analysis further found that around 80% of planned or under-construction U.S. data centers were in jurisdictions with active or pending data-center-related legislation, while 52% of projects were in counties where earlier projects had been withdrawn or data-center-specific rules enacted. These figures describe project-location overlap; they do not give the probability that a particular project will fail.
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MSCI’s data-center measures are not all limited to AI workloads. They help illustrate the infrastructure exposure facing the broader data-center buildout, including facilities serving AI demand, but should not be treated as a forecast for every AI-focused operator.
What communities are objecting to
Opposition is often about local costs and impacts rather than an abstract position on AI. The cited reporting and government statements identify concerns over electricity demand and reliability, who pays for grid upgrades, water use and cooling, land use and zoning, noise, nearby temperature impacts, and whether residents were consulted or given enough information. MSCI reported that local opposition topics shifted toward water use, zoning, and energy affordability between the first half of 2025 and the first half of 2026.
These concerns do not sort neatly by political affiliation. Associated Press reporting describes opposition across party lines, alongside labor representatives and other local supporters who emphasize construction work and operating jobs. Treating the backlash as either a uniform anti-AI movement or a simple partisan split obscures the practical questions that can influence a permit, a utility agreement, or a project’s social license.
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Water estimates also require careful reading. Arizona’s Attorney General’s Office cited a 2025 analysis projecting that Phoenix-area data-center water demand could rise by more than 450% if all planned projects were built. That is an attributed projection about a specific area and scenario—not an observed increase, a nationwide estimate, or a measure of water use at any one site.
How opposition and policy can change project economics
Delays, withdrawals, and approval uncertainty
Local objections can alter a project’s route through planning and permitting, even if they do not result in a formal ban. On July 23, 2026, the Texas Governor’s Office announced that Diode Ventures would not pursue a proposed Henderson County project near Cedar Creek Lake. The office said the project did not meet state directives or community expectations; the company said it would proceed only with sites aligned with infrastructure availability, community priorities, and long-term viability. The office described standards including payment for electric infrastructure, added capacity, water-efficient technology such as closed-loop cooling, setbacks, and noise reduction. The Texas Tribune separately reported on community opposition and the company’s explanation that it would not advance the site beyond preliminary planning. This withdrawal shows how a site’s prospects can change; it does not establish that other projects in Texas or elsewhere face the same outcome.
Policy activity can also create uncertainty before a rule takes effect. In May 2026, Dane County, Wisconsin, announced an introduced resolution proposing an 18-month moratorium on applications and zoning permits in areas subject to county zoning while further research continued. The notice excluded cities, villages, and towns with their own zoning codes. At the time of that announcement, the moratorium was a proposal, not an enacted restriction. Investors assessing local exposure should distinguish an introduced measure from an approved rule and from a government directive already being implemented.
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Infrastructure costs, electricity bills, and rate design
Grid connections can shift project budgets as well as schedules. On June 18, 2026, the Federal Energy Regulatory Commission directed all six regional grid operators to justify or reform tariffs for data centers and other large energy users. The reform areas include transmission application and study processes, cost transparency, co-location and behind-the-meter generation, flexible large loads, and studies of generation serving large loads. FERC’s action could clarify how access and costs are handled, but changed tariff obligations could also affect project economics. Chairman Laura V. Swett said the Commission sought to integrate large energy users while protecting consumers: “We can facilitate both, which is exactly what we did today.”
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On September 21, 2026, Texas Governor Greg Abbott directed state agencies not to advance regulatory approvals related to data-center development until required grid and water information had been acquired. The directive called for projects to pay electrical-infrastructure costs, report electricity and water use, and protect community resources. It set October 19, 2026, as an update date for the Texas Commission on Environmental Quality (TCEQ); that date had not yet arrived as of October 11, 2026. The directive is a state-level action, not evidence that all data-center approvals nationwide are paused.
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Water, physical hazards, and insurance
Cooling requirements and local water conditions can make a site more exposed to resource constraints or additional scrutiny. Arizona’s Attorney General has called for a statewide pause, citing grid pressure, electricity bills, water demand, nearby temperature impacts, and insufficient community consultation. The call is not itself evidence that a statewide pause was enacted. MSCI’s project analysis also identifies water scarcity, river-flow exposure, and physical hazards as risks investors should evaluate.
Insurance belongs in the same site-level review. MSCI identifies insurance gaps alongside community and regulatory risks, water, and physical hazards. The available evidence does not quantify insurance losses attributable to backlash or establish a sector-wide cost, so insurance is best treated as a diligence category rather than a realized loss estimate.
Policy examples to distinguish by status and scope
| Example | What happened | How investors should read it |
|---|---|---|
| Texas project withdrawal, July 2026 | The Governor’s Office announced Diode Ventures would not pursue a proposed Henderson County site. | A reported project withdrawal tied to site and community conditions; not a forecast for other projects. |
| FERC grid action, June 2026 | FERC directed all six regional grid operators to justify or reform tariffs for data centers and other large energy users. | A federal process addressing grid access and cost allocation; its implementation can affect obligations and economics. |
| Oregon POWER Act outcome, reported 2026 | The Governor’s Office reported higher rates for data-center corporations and lower rates for other Portland General Electric ratepayers. | An attributed outcome in one utility service area, not a nationwide rate effect. |
| Texas directive, September 2026 | State agencies were directed not to advance related approvals until required grid and water information was acquired. | A state directive with specified information and cost requirements; the TCEQ update date was October 19, 2026. |
| Dane County proposal, May 2026 | An introduced resolution proposed an 18-month moratorium in areas subject to county zoning, with specified local-government exclusions. | A proposed measure at the time of announcement, not an enacted countywide ban. |
| Arizona Attorney General’s call, 2026 | The office called for a statewide pause and cited power, water, cooling, temperature, and consultation concerns. | A call for action, not proof that a pause was imposed; the cited Phoenix-area water figure is a projection. |
A project-level diligence checklist for investors
Compare projects by development stage and location rather than assigning a single backlash risk to the whole sector. The following questions organize the key exposures identified by MSCI, FERC, Texas, and Arizona; they are a diligence framework, not a rating of any company.
- Grid access and schedule: What is the project’s connection status and expected energization date? How do the schedule and queue assumptions compare with the local grid process, and what evidence supports them?
- Who pays for power infrastructure? Identify responsibility for interconnection, transmission, generation, and other electrical-infrastructure costs. Check how the relevant utility tariffs and large-load rules may apply.
- Power supply readiness: What is the planned power source? If the project relies on on-site generation, is it available and ready to operate? MSCI cautions that first-of-a-kind technologies and equipment constraints can introduce their own execution risks, even where on-site generation may bypass some grid-queue exposure.
- Water and cooling: What is the water source and cooling design, and how does local scarcity affect the proposal? Distinguish a project’s stated design from independently established local resource availability.
- Permits and rules: Which permits and zoning approvals are already in hand? What legislation, moratoria, resolutions, directives, or rulemakings are active or pending—and what is their current status and geographic reach?
- Community engagement: What consultation has taken place? Is there documented opposition, a history of withdrawn projects, or a clear plan for responding to concerns about noise, setbacks, land use, and neighborhood impacts?
- Physical and insurance exposure: Which physical hazards and water-related risks affect the site, and what insurance is available for those exposures? Identify known coverage gaps without assuming a loss that has not occurred.
For each answer, tie the assumption to the project’s stage and location. A planned site with a pending approval, a facility under construction, and an operating data center do not face the same immediate risks. Nor does a county-level policy signal by itself establish that an individual project will be stopped.
What the backlash does—and does not—signal
Backlash is a material execution and policy risk because it can intersect with long power waits, growing facility capacity, local resource constraints, cost-allocation disputes, and changing approval requirements. It can delay projects or change their economics, but the cited counts and examples do not establish a sector-wide cancellation rate, total investor losses, or uniform impact on returns. The investment case therefore turns on project-specific evidence: whether a site can secure power and permits, cover its infrastructure costs, manage water and physical exposure, and maintain enough community support to proceed.
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