A story out of Taylor, Texas has been making the rounds in data center circles. A farmer donated 87 acres to the city in 1999 with a deed restriction requiring it be used as parkland. By 2025, the land had passed through several hands and sold to a data center developer for $10 million. The city projects $30 million in tax revenue from the development over the next decade.
Most people reading this story focus on the ethical question — what happened to the deed, what happened to the farmer's intention, what happens to the neighborhood. Those are legitimate concerns. But from a capital formation perspective, there's a different and equally important question: why was this site acquirable in the first place?
The answer isn't power availability. It isn't land cost. It isn't fiber access. It's that the site sat in an Employment Center zoning district, in a city with an active Economic Development Corporation, in a state with an overwhelmingly pro-development posture toward data center investment. The political and jurisdictional infrastructure was already in place. Blueprint didn't have to convince anyone that data centers were desirable. The city had already decided that for them.
That's the mechanism. And it's the mechanism most site assessments never evaluate.
Jurisdiction Is A First-Order Variable
The standard framework for evaluating a data center site — power, land, fiber, water, permitting — treats the political environment as a background condition rather than a primary variable. This is a mistake. In practice, jurisdictional alignment determines the floor on how hard every other part of the development will be.
A site in a data center-friendly jurisdiction gets faster permitting reviews, cooperative utility engagement, Economic Development Corporation incentives, pre-aligned zoning, and a local government that helps rather than hinders. A comparable site in a hostile jurisdiction gets moratoriums, community opposition with city hall backing, rezoning battles, and utility commissions that treat your interconnection request as a problem rather than an opportunity.
Same site. Different outcome. The variable is the jurisdiction.
What Data Center-Friendly Actually Means
The phrase "data center-friendly" gets used loosely, usually as shorthand for states with low power costs and permissive zoning. That's a useful starting point, but it misses the more granular and more important picture: what matters is city- and county-level political alignment, not just state-level policy.
A genuinely data center-friendly jurisdiction has most of the following:
- 01An active Economic Development Corporation with a mandate to attract data center investment — and the budget and relationships to deliver incentive packages that compete with other markets
- 02Employment-center or industrial zoning already in place at relevant parcels, so data center development doesn't require a rezoning fight — the most time- and capital-intensive hurdle in hostile markets
- 03Utility cooperation — a utility commission and a municipal or co-op utility willing to expedite interconnection studies and work constructively on load growth planning
- 04Tax abatement frameworks — Chapter 313 agreements, PILOT programs, or equivalent incentive structures that give developers and capital a quantifiable return improvement on early-stage risk
- 05Political leadership that has already taken a position — mayors, county commissioners, or EDC directors who have publicly supported data center development and have skin in the game to see projects through
- 06Absence of organized community opposition — or, more specifically, a political environment where opposition is unlikely to receive city hall backing even if it emerges
When these conditions are present, the development risk profile of a site changes fundamentally. Permitting timelines compress. Utility timelines become predictable. Capital can sequence against milestones with confidence that the political ground won't shift mid-development.
When these conditions are absent, none of the technical advantages of the site matter as much as they should. A 200MW interconnection in a jurisdiction that's fighting data center development is worth less than a 50MW interconnection in one that's competing to attract it.
The Jurisdictions That Are Winning This Competition
There's a reason the Permian Basin, the Texas Hill Country corridor, the Southeast's data center triangle (Georgia, South Carolina, North Carolina), and the mid-continent power belt keep appearing in AI infrastructure deal flow. These aren't accidents of geography. They're the result of deliberate, multi-year policy positions by state and local governments that decided early they wanted this capital and structured their environment to attract it.
Texas in particular deserves attention — not because of the Taylor story, but because the state has aggressively cultivated a permissive regulatory environment, low property taxes, no state income tax, and an EDC infrastructure that knows how to close data center deals. Cities across the state — Taylor, Abilene, Midland, Odessa, Lubbock, San Antonio — are competing actively for this investment. That competitive dynamic produces better terms, faster timelines, and more cooperative government engagement for developers who know how to navigate it.
Other jurisdictions that have moved deliberately into data center-friendly postures: Indiana (aggressive incentive packaging, reliable grid), Ohio (the Columbus corridor specifically, where Amazon and Google have driven a generation of EDC sophistication), and parts of Arizona where power cost and political alignment are being traded off against each other in ways that create real opportunity for developers who can navigate both.
How to Read Political Climate in Site Assessment
The political layer of a site assessment isn't soft or subjective. There are concrete signals that can be evaluated early, before significant capital or time is committed to a site.
Signals That Indicate Alignment
Look for prior data center approvals in the jurisdiction — what was the timeline, what was the community response, how did the city council vote. Prior approvals are the strongest signal that the political infrastructure exists to move another project through. Talk to the EDC directly and early — their sophistication, their mandate, and their existing relationships with utility commissions and county assessors tell you most of what you need to know about the political environment. Look at what incentive structures exist and whether the jurisdiction has used them before for comparable projects.
Signals That Indicate Risk
Recent moratoriums — even temporary ones — are meaningful. They indicate that community opposition has reached the level where local government felt it needed to respond. Texas counties have been passing data center moratoriums throughout 2025 and into 2026. Those jurisdictions may eventually become friendly again, but the development timeline risk is real and has to be priced. Look also at whether the utility commission has been slow or hostile on interconnection for comparable load additions — that's often a leading indicator of a broader political environment that isn't yet ready for data center scale.
What This Means for Capital
For institutional capital evaluating AI infrastructure sites, jurisdictional analysis should be part of the initial screen — not a late-stage diligence item. The sites that will close fastest and with the fewest surprises are in jurisdictions that have already decided they want this investment. Those sites exist, they're identifiable, and they're worth paying a premium for because the development risk reduction is substantial.
For developers and landowners, the implication is different but equally clear: if your site is in a jurisdiction that hasn't yet taken a clear position on data center development, the first investment isn't in the site — it's in the relationship with the EDC, the utility commission, and the local political leadership. That work takes time. It's not glamorous. But it's the difference between a site that can close in 18 months and one that's still fighting rezoning battles in year three.
Government relationships aren't soft capital. In AI infrastructure development, they're frequently the hardest constraint on the timeline — and the most durable competitive advantage for developers who build them.
We evaluate jurisdictional alignment as part of every site assessment. It's one of the first things we look at — before power, before fiber, often before we've looked at the land itself. Because a great site in a hostile jurisdiction isn't a great site. It's a problem waiting to be expensive.