White House Eyes Voluntary Agreement with AI Companies on Data Center Costs

The draft compact reflects growing concern within the administration that the explosive growth of AI-driven data centers could undermine grid reliability and push electricity prices even higher at a time when energy costs are already a political liability. The proposal, which administration officials caution is not final, would ask leading technology companies and data center developers to publicly commit to a set of principles governing energy use, water consumption and community impacts.

Rather than imposing new federal mandates, the White House is framing the agreement as a voluntary pledge between President Donald Trump and the companies most responsible for surging demand.

According to the draft, data center developers would be expected to cover 100 percent of the cost of new power generation required to serve their facilities, as well as the full cost of any transmission upgrades needed to connect them to the grid. Companies would also commit to long-term electricity contracts designed to prevent utilities from shifting risk onto residential customers if a data center project is delayed or abandoned.

The overarching goal, the draft states, is to ensure that local ratepayers are held harmless and, where possible, see reduced electricity prices in areas hosting large AI facilities.

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The compact would extend beyond energy pricing. Signatories would agree to coordinate with federal, state and local regulators on grid planning and reliability, including the use of backup generation to support the grid during emergencies and the voluntary curtailment of data center load during periods of peak demand. The draft also calls on companies to address water usage by becoming “water positive” in regions facing scarcity, and to mitigate local impacts such as noise, traffic and environmental disruption.

Per Politico, administration officials view the proposal as one of the most ambitious efforts to shape the footprint of AI infrastructure without direct regulation. A White House spokesperson said recently that major technology companies are working with the president to ensure that Americans do not “pick up the tab” for the power demands of data centers, signaling that additional announcements could follow.

That approach stands in sharp contrast to the direction many states are taking. In New York, lawmakers have introduced a bill that would impose a three-year moratorium on new AI data centers while regulators develop policies to limit their impact on electricity and gas rates. Similar measures have been proposed in Maryland, Georgia, Oklahoma, Virginia and Vermont, reflecting a bipartisan backlash fueled by rising utility bills and concerns about environmental strain.

The divergence highlights a broader regulatory tension. State legislators are increasingly willing to use blunt instruments such as moratoria, permitting bans and mandatory rate protections to shield consumers. The White House, by contrast, has focused on preserving the pace of AI infrastructure development while encouraging industry to internalize its costs through negotiated commitments.

Whether a voluntary compact can deliver the same level of protection as binding state laws remains uncertain, particularly given the decentralized nature of the U.S. electricity grid and the central role of state utility regulators in setting rates.

For now, the draft compact underscores how the politics of AI infrastructure are shifting. What was once framed primarily as an economic development opportunity is increasingly viewed through the lens of consumer protection and cost allocation. As statehouses push forward with mandatory restrictions, the administration’s bet is that voluntary agreements can head off more aggressive regulation while keeping AI expansion on track. Whether states and regulators are willing to rely on that approach may determine how long the federal strategy remains voluntary.