How TikTok AI videos are powering Oracle’s biggest cloud expansion

Oracle has increased its 2026 capital spending by $15 billion. The TikTok cloud deal explains why.

A TikTok account called chloe vs history We post short videos of influencers with tattoos that take you back in time. She visits ancient Rome. She photographed from the deck of the sinking Titanic. She warns historical figures of impending disaster. Within weeks of its launch, the account had over 80,000 followers.

Chloe isn’t real. The account was built by Jonathan Laramy, a British creator at Majestic Studios, using ByteDance’s Seedance video model and Anthropic’s Claude. Characters do not exist outside of the generation pipeline. A history buff from LA, she keeps coming up with prompts.

Most coverage of synthetic creators treats them as cultural stories. Authenticity, identity, and what the next generation of creators will look like. That’s a real question. Those are not important issues for investors.

Compute charges do not disappear even if the creator is unknown. All Chloe videos are rendered somewhere. Every viewer scrolling in front of her is accessing a data center. The economics of composite video are not instantaneous. They are determined in the cloud.

Within the United States, that decision is increasingly belonging to an Austin database company.

How British creators made it through Hollywood

Two specific releases in early 2026 changed production calculations. ByteDance has been launched Seadance 2.0 The integrated audio-video architecture produces 15-second clips with synchronized sound in a single pass. Kuaishou was shipped 1 week ago Kling 3.0 It has similar features such as extended playback time and native audio across multiple languages ​​and dialects.

This leap is not just a slight improvement in benchmarks. Previous generation models produced silent videos, requiring creators to add audio afterwards. The new generation processes motion, camera planning, environment physics, and audio together. A single creator on a laptop can now create content that looks more like a polished commercial than a vlog shot on a phone.

China’s model lead is structural and not accidental. ByteDance and Kuaishou have complete control over short-form vertical video. This format is structurally action-rich. This is exactly the training data you need for your motion generation model. Google and Meta have large media libraries that are complicated by copyright, creator licenses, and regulatory reviews. Chinese platforms own the pipeline end-to-end.

Laramy is exactly the type of user for whom a new model has been developed. he is a person. He uses tools, broadcasts videos, and watches followers come in. Production costs collapsed.

There are no hosting costs.

what happened to sora

OpenAI’s Sora app was the hottest app in the consumer video generation space in the US. The service was launched with peak active users of around 1 million. Closed on March 24, 2026. The reason given was simple. The product was burning violently $15 million in inference costs per day for lifetime in-app revenue of $2.1 million. OpenAI couldn’t afford to host its own applications.

This is where the discussion needs to be reframed. Sora’s closure is not proof that AI video isn’t profitable. This is evidence that the model layer is becoming more commoditized than the compute layer is getting cheaper. The most expensive part of the stack is compute. Computing resides in data centers. The data center belongs to someone.

OpenAI’s computing power resides on Microsoft Azure, and increasingly on Oracle Cloud Infrastructure through the creation of Stargate. Even though Sora was shut down, the questions it raised didn’t go away. If OpenAI, which has the industry’s most aggressive consumer deployments and the closest computing partnerships, can’t make unit economics work, the next question is who can?

The current answer is a platform whose business model is already gaining traction. TikTok is the largest service in the United States. And TikTok runs on Oracle Cloud.

Project Texas became an equity position

TikTok USDS Joint Venture Closed on January 22, 2026ending a six-year geopolitical dispute that nearly produced a U.S. ban. The new ownership structure is 80.1% owned by U.S. and international investors and 19.9% ​​owned by ByteDance. Oracle holds a 15% stake. Silver Lake owns 15%. Abu Dhabi’s MGX holds 15%. ByteDance owns non-controlling interests to comply with federal law.

It’s no coincidence that Oracle landed this deal. TikTok’s US data has been hosted on Oracle Cloud Infrastructure since the Project Texas arrangement was introduced several years ago. The equity contribution formalizes a relationship that was already operationally embedded on the cloud side. According to Oracle’s filing, TikTok donates approximately $800 millionrepresenting approximately 5% of OCI’s fiscal year 2025 revenue. Its share is the floor, not the ceiling.

This is the structural part. When Chinese video models such as Seedance and Kling are integrated into TikTok’s creator pipeline, the compute load on Oracle Cloud Infrastructure increases according to the format rather than the number of users. Every audio/video generation pass is a multi-second rendering job on a dense GPU cluster. The important denominator is the amount of time spent watching the composite video, not the app’s users.

The AI ​​pyramid frame is well applied here. Applications become commoditized. Models become commoditized. The layer that keeps track of your bill is the underlying data infrastructure. Oracle owns a portion of that layer that maps directly to the largest U.S. short video distribution platform, and currently owns a 15% stake on top of it.

Capital investment missed by Wall Street

In September, Oracle announced that it would make capital investments of approximately $35 billion in fiscal 2026. By the end of the second quarter of fiscal 2026, the company will Revised that number to about $50 billion.. A $15 billion upward revision in less than six months is not the spending pattern of a mature database vendor.

Oracle’s remaining performance obligations Over $455 billion as of the end of the first quarter of FY2026 By the second quarter, it had exceeded $5 trillion. Argonne National Laboratory’s Solstice supercomputer, built on 100,000 Blackwell GPUs, is the single most high-profile project. The broader build-out will fund the capital investment line. Multicloud database revenue is up over 1,500% year-over-year. Stargate participation alone suggests sustained capacity demand over multiple years.

The market is pricing in some of this. Oracle’s stock price has fallen since its peak in late 2025 due to widespread concerns about the sustainability of hyperscaler capital spending, worries about the tariff cycle, and the routine skepticism that Larry Ellison has faced for two decades. Compression does not change the contents of the order book.

With $50 billion in capital expenditures on $500 billion in contracted forward revenue, companies have the capacity to meet the demand that already exists on paper. That’s different from building investment capabilities and hoping demand will come. Chloe accounts in the world are at the top of the marginal demand.

This is what we tell investors

The holistic creator story is being read through the wrong lens. The interesting question is not whether AI influencers will replace human influencers or whether Chinese video models will compete with American research institutions. These are questions about the application layer, and the application layer is the part of the stack that gets consumed over time.

What’s interesting is where the workloads reside.

Companies like Oracle sit at the bottleneck between the commoditizing application layer and consumer-scale viewing demand, and are positioned to capture the portion of the bill that is not commoditized. Microsoft Azure benefits from the same structural pattern through OpenAI’s public and enterprise base. Broadcom captures that one level below through custom silicon built into the rack. The thread that ties them together is that the production cost of the application layer can collapse, and the layers below still need to absorb the rendered output.

It’s easy to see what to look out for from here. Revenue line attributed to TikTok on OCI. Oracle has disclosed it once and may continue to update it as the USDS entity matures. Pace of capital investment through FY2027. The growth rate of the multicloud database business has been consistently underestimated by sell-side analysts for two years.

For the past two years, Wall Street has been asking which model will win the AI ​​video race. Sora’s shutdown revealed that race itself was the wrong question. Computing exists somewhere. The company that owns the place where it exists gets paid.