TikTok USDS Joint Venture is scouting multiple gigawatts of U.S. computing capacity by the early 2030s, sources told CNBC on Friday, a move that solidifies Oracle (ORCL) as a critical infrastructure beneficiary in the AI arms race.
The search signals a substantial expansion in AI-driven capital commitments and could translate into long-term cloud revenue for Oracle at a time when hyperscaler competition for data-centre contracts is intensifying across the sector.
Key Takeaways
- TikTok U.S. targeting roughly four gigawatts of compute by early 2030s.
- Oracle Cloud Infrastructure named as primary and ongoing U.S. provider.
- Expansion tied to AI workloads, including large-model inference products.
Market Reaction & Context
Oracle (ORCL) shares were broadly flat in early Friday trading, down less than 0.1%, even as the headline reinforced the company’s growing role as a preferred neutral cloud venue for non-hyperscaler AI clients. 1 The development comes as rivals Amazon Web Services, Microsoft Azure, and Google Cloud are all locked in a global race to sign multi-gigawatt anchor tenants.
A four-gigawatt commitment – if fully contracted – would rank among the largest single-entity cloud capacity reservations disclosed to date, eclipsing many publicly known deals in the AI infrastructure buildout cycle. For context, one gigawatt of data-centre power is roughly equivalent to the continuous electricity demand of 750,000 U.S. homes.
Detailed Analysis
TikTok USDS Joint Venture – the entity created in 2026 to comply with President Donald Trump’s executive order requiring divestiture of TikTok’s U.S. operations from Chinese parent ByteDance – has already tied its recommendation algorithm infrastructure to Oracle’s U.S. cloud environment. 1 The company said in January that it would “retrain, test, and update” that algorithm exclusively on U.S. user data within OCI, meaning any capacity expansion would deepen an already operationally critical relationship.
Oracle Cloud Infrastructure typically runs in facilities that Oracle leases from third-party data-centre operators, meaning a multi-gigawatt commitment could cascade into demand for power, real estate, and networking hardware across multiple vendors. The supply-chain implications are therefore broader than a single bilateral cloud deal.
TikTok U.S. is also actively hiring across machine learning disciplines. A live job posting on the company’s careers site describes shipping “a flagship B2B AI product at the frontier of large-model inference and creative automation,” suggesting compute demand is product-led rather than purely infrastructure-maintenance driven. 1
Ownership Structure & Strategic Alignment
The TikTok USDS Joint Venture is owned by three managing investors – Silver Lake, Oracle, and Abu Dhabi-backed MGX – each holding 15%, with the Dell Family Office also participating. ByteDance retained a 19.9% stake. Oracle’s dual role as equity investor and primary cloud provider creates unusually strong alignment between TikTok U.S.’s infrastructure spending and Oracle’s revenue trajectory.
That alignment may make Oracle the default vendor for incremental capacity even if TikTok U.S. approaches other providers as part of its scouting process, analysts could argue, though no alternative vendor agreements have been reported.
Management Quote
“[TikTok U.S.] runs primarily on Oracle Cloud Infrastructure in the U.S. and Oracle will continue to be our primary cloud infrastructure provider,” a TikTok U.S. spokesperson said. 1
Oracle had not responded to a request for comment at the time of the CNBC report’s publication. The two sources cited by CNBC spoke on condition of anonymity because they were not authorised to share information about the discussions.
Conclusion
For investors tracking AI infrastructure spend, TikTok U.S.’s multi-gigawatt hunt underscores that demand for compute is broadening beyond the established hyperscalers into newly restructured, regulation-compliant entities with significant user-data pipelines. Oracle’s embedded position – as both shareholder and named primary cloud vendor – makes it the clearest near-term beneficiary, while the scale of capacity sought suggests the company is positioning aggressively for an AI product slate well beyond its current social-media core.
Not investment advice. For informational purposes only.
References
1Nicol-Schwarz, Kai (2026-10-23). “TikTok U.S. hunts for multiple gigawatts of computing capacity, sources tell CNBC”. CNBC. Retrieved 2026-10-23.
2Nicol-Schwarz, Kai (2026-10-23). “TikTok U.S. hunts for multiple gigawatts of computing capacity, sources tell CNBC”. CNBC (AMP). Retrieved 2026-10-23.