How Meta Cuts Taxes on Its AI Data Centers, and What Foreign Investors Can Learn

How Meta Cuts Taxes on Its AI Data Centers, and What Foreign Investors Can Learn

Meta says its Richland Parish expansion represents more than $50 billion of investment.¹ Not all of that is taxable purchases, but every $1 billion of qualifying equipment and materials exempt from Louisiana’s 5% state sales tax saves $50 million before local sales tax is counted.² ³ Meta also says the campus will reach 5 gigawatts of compute capacity and become the largest data center in its fleet; Louisiana law extends the exemption to qualifying data-center equipment, construction materials, power infrastructure, cooling systems, and related services.¹ ³

The Louisiana statute is not an open-ended giveaway. Certification requires at least $200 million of new Louisiana capital investment and 50 new direct permanent jobs for expenditures made on or after July 1, 2024, and before July 1, 2029; the exemption agreement has an initial term of 20 years.³ Still, Louisiana is part of a national pattern: at least 38 states offer dedicated data-center incentives, all of them provide sales-tax relief, and 11 states provide some form of property-tax relief.⁴

Tax Implications for Cross-Border Investors and Operators

For U.S. federal tax purposes, the state incentive is only the first layer. The larger benefit may be timing. IRS guidance, Notice 2026-11, on the One, Big, Beautiful Bill confirms a permanent 100% additional first-year depreciation deduction under Internal Revenue Code (‘IRC’) §168(k) for eligible depreciable property acquired after January 19, 2025.⁵ In a data center, that can cover servers, networking equipment, certain power equipment, software, and other tangible property with a recovery period of 20 years or less under the Modified Accelerated Cost Recovery System, known as ‘MACRS’; it does not turn land into depreciable property, and the building shell may still require slower recovery unless another provision applies. Taxpayers claim depreciation on Form 4562.⁶

That distinction matters for international investors. A foreign family office, sovereign fund, or non-U.S. infrastructure vehicle cannot model a data-center project by applying one blended “tax shield” to the entire capital-expenditure budget. Land, 39-year real property, 15-year land improvements, 5- or 7-year equipment, sales-tax-exempt inputs, and state-conformity adjustments should be separated at the purchase-order level. Otherwise, the investor may overstate deductions, understate state addbacks, or miss the documentation needed to defend an exemption certificate or direct-pay position.

Meta’s financing structure adds another lesson. In October 2025, Meta and funds managed by Blue Owl Capital announced a joint venture to develop and own Hyperion, with Blue Owl funds owning 80%, Meta retaining 20%, and the parties funding their pro rata share of roughly $27 billion of building and long-lived power, cooling, and connectivity costs.⁷ Meta later reported that the venture was an unconsolidated variable interest entity, with a $2.92 billion carrying value and $46.03 billion maximum exposure to loss as of June 30, 2026.⁸ For tax purposes, the question is not the accounting label; it is who owns the asset, who bears economic risk, who may claim depreciation, and how deductions, credits, debt, lease payments, and residual-value guarantees are allocated.

Debt-financed data-center structures also run into IRC §163(j). The business-interest deduction generally cannot exceed business interest income plus 30% of adjusted taxable income plus floor-plan financing interest, and partnerships apply the limitation at the partnership level.⁹ Foreign lenders and foreign equity holders must also manage U.S. withholding: U.S.-source fixed or determinable annual or periodical (‘FDAP’) payments such as interest, rents, and royalties can trigger Chapter 3 withholding and Forms 1042 and 1042-S unless a treaty or statutory exemption applies.¹⁰

Inbound structures have their own traps. A 25% foreign-owned U.S. corporation, or a foreign-owned U.S. disregarded entity treated as a reporting corporation, may need Form 5472 for reportable related-party transactions; the penalty for failure starts at $25,000 and can continue in $25,000 increments.¹¹ If the project is held through a foreign person or a U.S. real property holding corporation, a later sale can implicate the Foreign Investment in Real Property Tax Act (‘FIRPTA’), including 15% withholding under IRC §1445 on dispositions of U.S. real property interests.¹²

The planning point is not that Meta has found a loophole unavailable to others. It is that artificial intelligence (‘AI’) infrastructure rewards taxpayers who integrate site selection, state incentives, federal depreciation, financing, withholding, and exit planning before construction invoices begin. Contact Global Taxes LLC to model the U.S. federal, state, and cross-border tax consequences of a data-center, infrastructure, or AI-compute investment before signing incentive agreements or financing documents. This article is informational only and does not constitute professional advice.

Works Cited

1. Meta Data Centers. “Deepening Our Investment in Richland Parish, Louisiana.” Meta Data Centers, 13 July 2026, https://datacenters.atmeta.com/2026/07/deepening-our-investment-in-richland-parish-louisiana/
2. Louisiana Department of Revenue. “General Sales & Use Tax.” Louisiana Department of Revenue, updated 13 June 2025, https://revenue.louisiana.gov/businesses/general-sales-and-use-taxes/general-sales-use-tax/
3. Louisiana State Legislature. “La. Rev. Stat. § 47:305.73, Rebates; Sales and Use Tax for Fiber-Optic Cable Equipment and Data Center Facility Equipment.” Louisiana State Legislature, https://www.legis.la.gov/legis/Law.aspx?d=1186787
4. National Conference of State Legislatures. “Subsidizing Servers: How States Are Competing to Attract Data Centers.” NCSL, https://www.ncsl.org/fiscal/subsidizing-servers-how-states-are-competing-to-attract-data-centers
5. IRS. “Treasury, IRS Issue Guidance on the Additional First Year Depreciation Deduction Amended as Part of the One, Big, Beautiful Bill.” IR-2026-06, 14 Jan. 2026, https://content.govdelivery.com/accounts/USIRS/bulletins/4045aa2
6. IRS. “About Form 4562, Depreciation and Amortization (Including Information on Listed Property).” IRS, https://www.irs.gov/forms-pubs/about-form-4562
7. Meta. “Meta Announces Joint Venture With Funds Managed by Blue Owl Capital to Develop Hyperion Data Center.” Meta Newsroom, 21 Oct. 2025, https://about.fb.com/news/2025/10/meta-blue-owl-capital-develop-hyperion-data-center/amp/
8. Meta Platforms, Inc. “Form 10-Q for the Quarterly Period Ended June 30, 2026.” SEC EDGAR, https://www.sec.gov/Archives/edgar/data/1326801/000162828026050705/meta-20260630.htm
9. IRS. “Questions and Answers About the Limitation on the Deduction for Business Interest Expense.” IRS, https://www.irs.gov/newsroom/questions-and-answers-about-the-limitation-on-the-deduction-for-business-interest-expense
10. IRS. “Withholding and Reporting Obligations.” IRS, https://www.irs.gov/individuals/international-taxpayers/withholding-and-reporting-obligations
11. IRS. “Instructions for Form 5472.” IRS, Dec. 2024, https://www.irs.gov/instructions/i5472
12. U.S. Government Publishing Office. “26 U.S.C. § 1445 — Withholding of Tax on Dispositions of United States Real Property Interests.” GovInfo, https://www.govinfo.gov/content/pkg/USCODE-2024-title26/html/USCODE-2024-title26-subtitleA-chap3-subchapA-sec1445.htm