The data center question eventually reaches the same place every Texas family understands.
The electric bill.
AI can sound futuristic. Cloud infrastructure can sound clean. Data centers can be sold as innovation, investment, jobs, and prestige.
Then the servers need power.
Then the grid needs upgrades.
Then transmission gets planned, reserve margins get discussed, substations show up, backup generation becomes part of the conversation, and ordinary families are left asking whether the future is being built on their monthly bill.
The warning is already in the numbers.
EIA modeled a high data-center demand scenario and found the price pressure was most obvious in ERCOT, where the 2027 wholesale price averaged $37 per MWh, or 79%, above the February forecast. ERCOT’s own preliminary long-term forecast put the 2032 demand planning snapshot at about 367,790 MW, with large-load customers including data centers.
That is the question North Texas should ask now, before every city starts treating data centers like trophies.
Quick Read
- ERCOT’s latest planning work shows enormous large-load demand pressure, including data centers.
- EIA has modeled ERCOT as one of the regions most exposed to data-center-driven price pressure.
- Texas has moved toward special scrutiny for large loads of 75 MW or more.
- Qualified Texas data centers can receive major sales-tax exemptions if they meet investment, job, and power requirements.
- Plano already has a reported 425,000-square-foot, $700 million, 72 MW AI data center project moving forward.
- Texas’ large data center project exemption can run 20 years if a project meets the 250,000-square-foot, 40-job, $500 million, and 20 MW transmission-capacity thresholds.
- Families should demand a straight answer: who pays when the grid has to get ready for corporate-scale power demand?
The Bill Will Not Say “AI”
Your electric bill will not arrive with a line that says “data center cost.”
That is why this story is dangerous.
The cost can move through transmission planning, generation needs, reserve margins, grid reliability, local infrastructure, tax incentives, and utility accounting. By the time it reaches the family budget, the explanation sounds broad and harmless.
Growth.
Reliability.
Weather.
Investment.
Market pressure.
Some of that may be true. But if data centers are one of the drivers, they should be named clearly.
People can handle hard tradeoffs. They do not want to be treated like children while the biggest users get the cleanest language.
Texas Already Knows This Is A Big Deal
Texas lawmakers and regulators are not acting like these projects are normal.
Senate Bill 6 and proposed interconnection standards have focused on large loads of 75 MW or more, including backup generation, permitting progress, financial security, and reliability protections before giant users connect.
That threshold is not abstract in Collin County. Plano’s reported project is 72 MW, close enough to show residents the scale of the issue without needing to imagine some faraway mega-campus in another state.
That tells families something important.
If the state needs special rules for these users, then these users are not ordinary.
Data centers can consume power at a scale that changes the planning conversation for everyone else. A city that treats that as just another development item is not being honest with residents.
The Sales Pitch
Data centers bring real benefits.
Construction jobs. Capital investment. Corporate attention. A stronger digital economy. More tax base than empty land. Less school impact than thousands of new homes.
That last point is why local officials will be tempted.
In fast-growing Collin County, leaders are desperate for commercial tax base. They are tired of subdivisions that bring children, roads, police calls, water demand, and school pressure. A data center can look like the cleaner deal.
But “cleaner” does not mean free.
If a facility needs the power of a small city, residents should know what the facility is paying, what the public is absorbing, and what happens when the grid is under stress.
The tax side deserves the same scrutiny. Texas’ standard qualified data center exemption starts at 100,000 square feet, 20 county jobs, and $200 million in investment. The large-project tier starts at 250,000 square feet, 40 county jobs, $500 million, and at least 20 MW of transmission capacity. The exemption can cover key equipment and, for large projects, state and local sales and use tax for 20 years.
That is a major public policy choice.
Residents should ask whether 40 jobs and a giant power load are enough to justify long tax treatment, especially if the grid costs show up somewhere else.
The Questions Families Should Ask
Every major data center should answer the same public questions before approval.
How much power will it use?
What grid upgrades are needed?
Who pays for those upgrades?
Will it reduce load during emergencies?
How much water does it need?
How many permanent local jobs will it create?
What tax relief is being offered?
What happens if residents’ bills rise while the project receives incentives?
That is not anti-business. That is basic self-defense for taxpayers.
The Collin County Angle
Collin County already knows what happens when growth gets ahead of infrastructure.
Roads fall behind. Schools stretch. Water planning gets complicated. Property tax pressure builds. Residents are told to be patient while officials explain that the future is expensive.
Now apply that same pattern to electricity.
If data centers are approved first and grid accountability comes later, ordinary families may once again be stuck paying for a future they did not get to negotiate.
The point is not to reject technology.
The point is to refuse a deal where corporate users get the upside and regular families get the bill.
Bottom Line
Data centers may be necessary for the modern economy.
Necessary does not mean untouchable.
If a project consumes massive power, it should bring its own reliability plan, pay its fair share, disclose its demand, and prove that local families will not be left holding the bag.
Texas should build the future with its eyes open.
Not with a ribbon cutting in one hand and a higher electric bill in the other.
Sources: ERCOT preliminary long-term load forecast release, EIA data-center electricity demand analysis, Texas Comptroller data center tax exemption rules, Greenberg Traurig on proposed SB 6 interconnection standards, and CRE Market Beat on the Plano data center project.
