Roughly 250 data centers in Loudoun County will generate $1.3 billion in tax revenue. Tech giants including Amazon and Google operate these facilities to power AI infrastructure. This windfall highlights the massive fiscal reliance local governments now place on the physical footprint of cloud computing. Practitioners should track how this tax windfall influences regional zoning.