Written by: Brian Anderson – Director, Credits & Incentives
The rapid expansion of AI infrastructure has pushed hyperscale data center development and data center incentives into the national spotlight. As hyperscalers race to build the backbone of the AI economy, local communities are increasingly scrutinizing the impact these projects have on electricity systems, water resources, and public finances.
Against this backdrop, Microsoft recently announced a new initiative aimed at addressing community concerns around data center development. As part of its “Community First AI Infrastructure” plan, the company committed to paying its “full and fair share” of local property taxes and no longer seeking reductions to local property tax rates when building new data centers.
At first glance, the policy creates a compelling headline: hyperscalers paying full taxes while protecting communities from rising electricity costs and infrastructure burdens. But the reality of large-scale infrastructure finance is more complicated.
If broadly adopted, a blanket refusal to engage in local incentive structures could create unintended consequences—both for the communities hosting these projects and for the companies developing them.
The Real Source Of Community Opposition
Public resistance to data center development has grown quickly across the United States. In many regions, opposition has focused on several key concerns:
- Rising electricity costs
- Risk of grid instability or blackouts
- Water usage and environmental impact
- Land use and local infrastructure strain
- Whether taxpayers ultimately subsidize projects
These concerns are real and deserve thoughtful responses. Industry commitments to pay for grid infrastructure and to ensure electricity costs are not passed on to residents are important steps toward addressing them.
However, local tax incentives rarely appear among the primary drivers of community opposition. Most concerns relate to infrastructure capacity and resource use rather than fiscal policy. That distinction matters. If incentives are not the root cause of opposition, eliminating them may do little to resolve the underlying tensions.
Why Eliminating Incentives May Create New Problems
For decades, development agreements and tax incentives have been used to balance two competing realities:
- Data centers require enormous upfront capital investment
- Local governments must manage fiscal risk and infrastructure costs
Removing incentives from the equation does not eliminate these dynamics. Instead, it changes how they manifest. Several consequences are likely:
Site Selection Will Shift—often Away From Urban Areas
Data center operators still have a fiduciary obligation to deliver competitive cost structures for customers and shareholders.
If incentives are removed from the site selection equation, companies will continue to pursue low-cost operating environments—but they will do so primarily through jurisdictional tax structures rather than negotiated agreements.
The likely outcome is a stronger shift toward:
- Rural jurisdictions
- Low-tax counties
- Regions with smaller public budgets
Ironically, the communities most in need of new tax base, large urban jurisdictions with complex service obligations, may simply be removed from consideration altogether.
Rather than generating new revenue for underfunded school systems and municipal services, these communities may never even get the opportunity to compete for projects.
Incentives Often Generate More Revenue — Not Less
There is a common misconception that incentives represent lost revenue for local governments.
In many cases, the opposite is true.
Hyperscale data centers can create assessed values that exceed the entire existing tax base of some jurisdictions. Traditional property tax systems were not designed to absorb projects of that magnitude.
Development agreements frequently allow communities to:
- Create new revenue streams that would not otherwise exist
- Stabilize long-term tax receipts
- Allocate funds toward infrastructure improvements
- Direct revenues toward schools, utilities, or economic development priorities
When structured properly, these agreements allow communities to generate both higher total revenue and greater financial flexibility than standard tax structures would allow.
Hardware Refresh Cycles Create Fiscal Volatility
Another overlooked factor is the rapid depreciation cycle of high-value computer equipment.
Unlike traditional industrial facilities, hyperscale data centers contain hardware assets that are refreshed every three to five years. This creates dramatic fluctuations in assessed value and property tax collections.
Without structured agreements in place, communities may experience:
- Rapid spikes in tax revenue
- Followed by equally sharp declines after equipment refresh cycles
For municipal budgeting, this volatility can create serious challenges—particularly for jurisdictions that depend on stable revenue streams to fund long-term infrastructure and bond obligations. Development agreements often smooth these cycles and provide predictable fiscal outcomes.
Unstructured Tax Exposure Creates Financial Risk for Operators
From the developer’s perspective, eliminating incentive agreements also introduces new risks.
Without negotiated frameworks, operators are exposed to:
- Future tax rate increases
- Changes in local levy structures
- Budget decisions outside their control
For projects with lifespans measured in decades and capital investments measured in billions, tax volatility becomes a material financial risk.
Development agreements historically address this issue by providing cost predictability for operators while guaranteeing revenue levels for communities.
DMA works with hyperscalers and developers to help structure incentive strategies that align project economics with community priorities—reach out to our team to explore how this approach can support your next project.
Paying a Fair Share Doesn’t Mean Avoiding the Tax Incentive Conversation
The goal of ensuring that hyperscale infrastructure contributes positively to host communities is widely shared across the industry. But achieving that goal requires more than good intentions or headline commitments. Data centers can absolutely pay their fair share—and in many cases far more—while still maintaining competitive cost structures.
The path forward is not to avoid discussions around incentives and development agreements, but to engage in them more strategically, ensuring that both communities and the companies building the digital infrastructure of the future benefit from the partnership.
A Better Approach: Aligning Community and Project Economics
The desire to address community concerns around AI infrastructure is understandable and necessary. But the answer may not be to abandon incentive discussions altogether. Instead, the industry may benefit from a more sophisticated approach that incorporates fiscal planning earlier in the development process.
This includes:
Engaging communities earlier
Tax impacts, infrastructure funding, and fiscal benefits should be part of early site evaluation conversations—not an afterthought once a location is selected.
Keeping more communities in the competition
High-tax jurisdictions should not be excluded automatically if they have the desire and legal framework to structure competitive development agreements. For some communities, data center development represents a transformational funding opportunity.
Understanding local fiscal realities
Successful projects require a deep understanding of local tax structures, school district funding needs, utility infrastructure costs, and municipal budget constraints.
Designing true win-win development agreements
When structured properly, long-term agreements can deliver outcomes that benefit both sides. These agreements often allow data centers to contribute more, not less, to the communities that host them.
For communities, they can provide:
- Significant new revenue streams
- Flexible funding for infrastructure and public services
- Predictable revenue that supports municipal bonding
For developers and hyperscalers, they can deliver:
- Competitive cost structures
- Long-term tax predictability
- Reduced project risk
Turning Alignment Into Action
Executing this kind of balanced approach requires more than a standard site selection process. It requires a detailed understanding of how large-scale data center investments interact with local tax structures, municipal budgets, and long-term community planning.
At DMA, we work with hyperscalers and developers to evaluate the full fiscal impact of potential projects—not only from the operator’s perspective, but also from the standpoint of the host community. By analyzing local tax systems, municipal revenue structures, and infrastructure funding needs, it becomes possible to design development agreements that deliver meaningful benefits for both sides.
This approach helps ensure that:
- Communities receive substantial, predictable revenue that supports schools, infrastructure, and public services
- Data center operators achieve competitive and stable long-term cost structures
- Projects move forward with stronger local support and reduced political risk
In many cases, the most successful projects minimize tax liability while also creating transparent, long-term financial partnerships between operators and the communities that host them.
Data center development works best when communities and developers succeed together
The most durable projects are those that align infrastructure investment, local priorities, and long-term economic value. Organizations that approach incentives strategically can help ensure projects remain competitive while delivering meaningful benefits to the communities that host them.
If your team is evaluating data center incentives or development agreements, DMA helps hyperscalers and developers navigate these structures to achieve outcomes that work for everyone involved.
Complete the form to connect with DMA’s data center tax incentive experts and discuss strategies for structuring successful projects.