Beyond Power and Fiber: What Community Benefit Means for MA Data Centers
There's a temptation to read Massachusetts' wave of moratoriums and Governor Healey's executive order as the state closing the door on data centers. I read it differently. It's a filter, and it's filtering out the right thing.
Massachusetts doesn't need to copy what's being built in Virginia or Texas — and it couldn't if it tried. The demand here isn't hyperscale: ISO New England's first large-load forecast sees only ~400 MW of new data center demand entering the entire region by 2040. And the constraints that kept the mega-campuses away — expensive power, scarce land, hard permitting — aren't going anywhere.
So the model that fits isn't the giant single-site campus. It's an aggregated one: shared, multi-tenant infrastructure pooling many individually small research, hospital, and biotech loads. The beauty of it is that these loads are small. Even the most powerful AI supercomputer any pharma company owns draws only a few megawatts. Most institutional loads are smaller. An aggregated facility can be deliberately designed to stay under the EO's 25 MW threshold — the state's own shared research center in Holyoke operates capped at 12 MW today.
But here's the real question. Across the country, and now here, projects are hitting moratoriums, pauses, and outright bans — because residents are worried about water, electricity rates, noise, and being shut out of the decision. So community benefit is becoming a core criterion for development, sitting right alongside power, fiber, and water. Meet those four, or you don't build.
What does "community benefit" actually require a developer to bring to the table? Based on Massachusetts' own framework and the agreements emerging nationally, here's what a serious proposal looks like:
→ Water stewardship, not just water access. Closed-loop cooling (near-zero water use, like the Holyoke center already runs), plus commitments to restore what you consume. Meta pledged to restore 200% of its El Paso facility's water. In water-anxious Massachusetts communities, this is table stakes.
→ Ratepayer protection in writing. Bring your own clean power and cover your own grid upgrades, so neighbors' bills don't rise. The EO requires it; a strong CBA proves it.
→ Real workforce commitments. Project labor agreements, local hiring, and registered apprenticeships — the state's framework names all three. Data centers create few permanent jobs, so the credible offer is training and construction-phase opportunity, anchored locally.
→ Money the community controls. Lancaster, PA secured a $20M community fund with annual public reporting. Massachusetts' framework says the host should keep 100% of taxes and that benefits should "exceed required mitigations."
→ Transparency as a feature. The EO bans NDAs between developers and permitting agencies for a reason — the information gap is what residents resent most. Show up early, disclose fully, and let the plan stay under public control.
→ Benefits that outlast the ribbon-cutting. Environmental monitoring, emergency-response support, site restoration — commitments with milestones and a budget that extends past construction.
Here's the part developers miss: this is not a tax on doing business. It's the moat. The hardest requirement to meet is also the one that keeps out competition. Whoever can genuinely earn a community's yes — with an aggregated, clean, right-sized, transparent project — faces a real and now state-certified market, with far fewer rivals able to clear the bar.
The developers who treat the community as the first stakeholder, not the last obstacle, are the ones who'll build in Massachusetts. Everyone else will keep meeting moratoriums.