Who Pays and Who Benefits

The cleanest way to lose a deal you thought was won is to treat an incentive as though it comes from nowhere. It does not. Every incentive is a redistribution, and the discipline of the operator who lasts is to be able to name, before signing, exactly who pays and exactly who benefits — because the community will run that arithmetic whether or not you do.

Start with property tax, because it is where the largest transfers happen and where the politics are sharpest. In most of the United States, the single biggest claimant on the local property-tax base is the school district. When a county grants a twenty-year abatement on a facility, it is not only the county general fund that forgoes revenue; the school levy, the community college, the library, the fire district, and the water authority may all be riding on that same assessed value. Depending on how the abatement is written, some of those bodies are made whole and some simply eat the loss. That distinction is the whole ballgame politically. A deal that carves the schools out of the abatement — so the district collects its full levy while only the county abates its own share — is a fundamentally different community proposition than one that abates everyone at once and leaves the schools short.

This is exactly why Texas built its marquee program, the school-value limitation once known by its chapter number and later replaced in 2024 by the Texas Jobs, Energy, Technology and Innovation Act, around the school district specifically. Under those programs a company gets its taxable value capped for school maintenance-and-operations purposes, and the state backfills the district through the school-finance formula. The design detail that made it politically survivable was that the district was supposed to be held roughly harmless by the state, so local homeowners did not obviously subsidize the plant through their kids classrooms. When a program lacks that backfill, the transfer becomes visible and personal, and visible personal transfers are what organize opposition.

Now the benefit side, because it is just as often overstated. The benefits a community actually banks fall into a few buckets. There is direct employment, which for a data center is famously thin during operations — a large facility might run with a few dozen to a couple hundred permanent staff — and much larger but temporary during construction. There is the construction-phase economic activity: trades, materials, local contractors, hotel and restaurant spend over a multi-year build. There is the tax base itself, which even under abatement is rarely zero and which becomes very large once the abatement sunsets and the full value rolls onto the rolls. And there are the enabling works — the road, the water line, the substation — that the project pays for and the community keeps.

The honest operator lays these out plainly and does not inflate the jobs number, because the jobs number is the first thing a skeptical resident checks and the easiest place to lose credibility. A facility that supports two hundred permanent jobs is a real contribution; a press release implying two thousand is a self-inflicted wound waiting for a local reporter. The durable case is usually not headcount at all. It is the tax base after abatement, the infrastructure that outlives the deal, and the anchor effect that draws suppliers and follow-on investment. New Albany, Ohio, and its surrounding county built a genuine industrial cluster this way, stacking large tenants around shared infrastructure until the base became substantial and self-reinforcing.

The practical instruction is to build the community ledger as a formal artifact, not a talking point. On one side, list every taxing body touched by the package and quantify what each forgoes and over what term. On the other, list every benefit — construction spend, permanent payroll, PILOT payments, the post-abatement base, the enabling infrastructure — and quantify those too, conservatively. Then find the bodies that are net losers under the current structure and fix the structure before you go public, whether by carving the schools out, adding a community-benefit payment, or shortening the term. A package where every major jurisdiction can point to a plausible net gain is a package that survives a hostile public hearing. A package that quietly relies on one group subsidizing another is a package that survives only until someone does the arithmetic out loud, and in a public hearing someone always does.