{"schemaVersion":"1.0","generatedFrom":"https://brightaifuture.com/discoveries/loudoun-data-center-revenue","record":{"id":"loudoun-data-center-revenue","headline":"Loudoun budgets around a large data-center tax base—and a reserve for volatility.","canonicalUrl":"https://brightaifuture.com/discoveries/loudoun-data-center-revenue","datePublished":"2026-09-19","dateModified":null,"sourcePublicationDate":null,"author":null,"publisher":{"name":"Bright AI Future","url":"https://brightaifuture.com/"},"topics":["data-centers"],"summary":"Loudoun County reports $1.2 billion in data-center property-tax revenue for FY 2026 and projects $1.3 billion—40% of the county budget—for FY 2027, while maintaining a reserve for volatility.","evidenceState":"Deployed","keyFacts":[{"label":"AI’s role","value":"AI demand is one driver of data-center investment; the measured record here is county budgeting and risk management, not a causal estimate of AI’s share."},{"label":"Documented result","value":"Loudoun County reports $1.2 billion in data-center real- and personal-property tax revenue for FY 2026. Its FY 2027 adopted budget projects $1.3 billion, or 40% of the county budget. FY 2026 materials show a $119.7 million revenue-stabilization reserve after a $39.7 million contribution."},{"label":"Important limitation","value":"The figure is budgeted gross tax revenue, not an audited net-benefit calculation."}],"limitations":["The figure is budgeted gross tax revenue, not an audited net-benefit calculation.","It does not subtract incentives, infrastructure, schools, services or utility-system effects.","The countywide figure cannot be attributed to a single facility or company."],"evidenceLinks":[{"title":"Data Centers: The Loudoun Story","url":"https://www.loudoun.gov/6408/Data-Centers-The-Loudoun-Story","type":"government"},{"title":"Loudoun County FY 2026 adopted budget: revenue stabilization fund","url":"https://www.loudoun.gov/DocumentCenter/View/216024/Miscellaneous-PDF","type":"report"},{"title":"Loudoun County FY 2025 Popular Annual Financial Report","url":"https://www.loudoun.gov/DocumentCenter/View/218245/FY-2025-Popular-Annual-Financial-Report","type":"report"}],"evidencePackUrl":"https://brightaifuture.com/evidence-pack/loudoun-data-center-revenue","embedUrl":"https://brightaifuture.com/embed/story/loudoun-data-center-revenue","attribution":{"credit":"Bright AI Future","requirements":["Link to the canonical Bright record.","Keep material limitations with the claim they qualify.","Link to the original evidence when repeating a substantive claim.","Do not describe a source check or organization-reported result as independent verification."],"sourceRights":"Linked source material, quotations, trademarks and media remain subject to their owners’ terms. No reuse right is granted for third-party media."}},"claim":{"humanProblem":"A large local tax base can fund public services while also making a government dependent on one fast-changing industry.","priorConstraint":"Headline revenue figures often omit whether they are audited, budgeted, gross, net of incentives, or concentrated enough to create fiscal risk.","aiRole":"AI demand is one driver of data-center investment; the measured record here is county budgeting and risk management, not a causal estimate of AI’s share.","documentedResult":"Loudoun County reports $1.2 billion in data-center real- and personal-property tax revenue for FY 2026. Its FY 2027 adopted budget projects $1.3 billion, or 40% of the county budget. FY 2026 materials show a $119.7 million revenue-stabilization reserve after a $39.7 million contribution.","whyItMayMatter":"It is a mature example of both a substantial public revenue stream and the need to plan for its volatility.","unresolvedQuestions":["What are audited receipts after the fiscal year closes?","What public costs and foregone taxes should be netted against the gross figure?","How resilient is the budget to equipment depreciation or tax-policy change?"]},"evidenceAssessment":{"state":"Deployed","claimConfidence":"high","reviewState":"approved","reviewMethod":"ai-assisted","reviewNote":"AI-assisted editorial comparison with the cited original and supporting public sources, bounded claims and explicit status labels. Bright did not independently audit the underlying records.","lastSourceReview":"2026-09-19","independentVerification":"not-established-by-this-source-review"},"sources":[{"id":"source-loudoun-story","title":"Data Centers: The Loudoun Story","url":"https://www.loudoun.gov/6408/Data-Centers-The-Loudoun-Story","type":"government"},{"id":"source-loudoun-fy26-reserve","title":"Loudoun County FY 2026 adopted budget: revenue stabilization fund","url":"https://www.loudoun.gov/DocumentCenter/View/216024/Miscellaneous-PDF","type":"report"},{"id":"source-loudoun-fy25-pafr","title":"Loudoun County FY 2025 Popular Annual Financial Report","url":"https://www.loudoun.gov/DocumentCenter/View/218245/FY-2025-Popular-Annual-Financial-Report","type":"report"}],"revisions":[{"id":"revision:data-centers-loudoun-data-center-revenue-01","recordedAt":"2026-09-19","summary":"Published this data-center record with its evidence state, measured or reported result, and material limitations kept together.","sourceIds":["source-loudoun-story","source-loudoun-fy26-reserve","source-loudoun-fy25-pafr"]}],"corrections":[]}