Meta has claimed billions in tax savings by labeling some of its AI data centers as experimental facilities, enabling the company to access lucrative research tax credits. The IRS is scrutinizing whether these data centers fit the criteria for experimental operations, with potential implications for Meta’s tax liabilities and the broader use of such credits.
- Meta saved nearly $6 billion via experimental tax credits on AI data centers.
- IRS questions if AI data centers qualify as experimental or standard operations.
- Meta’s tax reserve grew 45%, reflecting risk of IRS challenge.
What happened
Meta classified certain AI data centers as ‘experimental’ or ‘pilot models,’ which allowed the company to apply for research and development tax credits on the equipment used within these centers. These credits are normally reserved for projects that carry a risk of failure and innovation uncertainty. By tagging its AI data operations under this classification, Meta claimed billions in tax credits corresponding to its AI chip expenditures.
This approach began around 2023, leading to $2 billion in tax savings in 2024 and nearly $4 billion in 2025. The company separately categorizes its regular data centers used mainly for cloud services, applying the experimental label only to the AI-focused facilities. External auditors, including Ernst & Young (EY), endorsed this tax strategy, suggesting it as a model for other firms to follow.
Why it matters
These experimental tax credits are designed to spur innovation by offsetting the costs of risky projects. However, there are strict guidelines limiting their use to genuinely uncertain endeavors rather than routine business operations. Meta’s significant tax reductions — nearly $6 billion so far — highlight the scale at which such credits can impact tax revenues and influence corporate behavior.
The IRS is scrutinizing whether AI data centers, which form a core part of Meta’s business infrastructure and ongoing operations, should qualify as experimental. The company itself has increased its tax reserves by 45% in anticipation of potential disputes with tax authorities. This situation underscores the delicate balance between encouraging technological investment and ensuring compliance with tax laws.
What to watch next
The IRS is closely examining Meta’s use of experimental tax credits amid broader probes into the company’s tax practices, including allegations of profit shifting to low-tax jurisdictions. The outcome of this review could impact Meta’s future tax liabilities and set precedents affecting other large technology firms utilizing similar credits.
In the coming months, key developments to monitor include regulatory rulings on the eligibility criteria for research tax credits, adjustments to Meta’s tax reserves, and any legal disputes that might arise. Additionally, how lawmakers and tax authorities respond to the growing use of these credits in the technology sector may lead to legislative or policy changes.