Anthropic is in discussions to acquire Decart AI, an Nvidia-backed artificial intelligence startup, according to a source familiar with the matter. The potential transaction, reportedly valued at around $6 billion, would underscore the growing importance of AI infrastructure and inference efficiency as Anthropic prepares for a major public listing while facing increasing demand for its Claude services.

Anthropic Targets AI Infrastructure Capacity

The reported acquisition would give Anthropic access to Decart’s expertise in AI infrastructure and optimization technology, potentially helping the Claude developer handle greater demand for its services. The talks remain at an early stage, and neither company has confirmed that a transaction will be completed.

Anthropic has been expanding its computing capabilities as demand for generative AI services increases. The potential purchase of Decart would represent a strategy focused not only on acquiring AI models but also on improving the underlying infrastructure required to operate those models efficiently at scale.

For AI companies, inference efficiency has become increasingly important as model usage expands. Running AI systems for large numbers of users requires substantial computing resources, making improvements in performance and infrastructure potentially significant for operating costs and service capacity.

Decart Brings Models and Optimization Technology

Decart has developed both AI infrastructure and its own models. Its Lucy model is designed to edit live video in real time, while its Oasis model generates simulated environments that can be used to train and test robotics and autonomous-driving systems.

The startup raised $300 million in May in a funding round led by Radical Ventures, with Nvidia joining as a new investor. Nvidia’s participation highlights the strategic importance of Decart’s technology within the broader AI infrastructure ecosystem.

If the acquisition proceeds, Decart’s team would join Anthropic’s inference and performance organization, according to the source. That structure would place the startup’s capabilities directly within a part of Anthropic focused on making its AI systems operate more effectively at scale.

A Potential $6 Billion Deal Ahead of Anthropic’s IPO

Bloomberg News, which first reported the discussions, said the transaction could be worth approximately $6 billion. The reported valuation would make the potential acquisition a significant commitment as Anthropic prepares for a major public offering.

The timing is notable because Anthropic is simultaneously investing heavily in its internal technology capabilities. The company recently began hiring engineers with experience across the hardware and software stack to help develop custom chips and AI models designed to make Claude faster and more efficient.

The combination of acquisitions, internal chip development and infrastructure investment indicates that computing capacity has become a strategic priority for Anthropic. Rather than relying exclusively on external infrastructure providers, the company appears to be seeking greater control over the systems that determine model performance, capacity and cost.

AI Infrastructure Becomes Central to Competitive Positioning

The potential Decart transaction reflects a broader shift in the AI industry. As leading model developers move from experimentation toward large-scale commercial deployment, access to computing resources and the ability to optimize inference have become increasingly important competitive factors.

For Anthropic, acquiring specialized technology could accelerate its ability to serve users while complementing its investments in custom hardware and model efficiency. However, acquisitions at this scale also carry execution risks, particularly when technologies and engineering teams must be integrated into an existing infrastructure organization.

Looking ahead, investors will monitor whether Anthropic and Decart reach a definitive agreement, the final transaction value and how Decart’s technology is incorporated into Claude’s infrastructure. The potential acquisition also offers an indication of how AI companies may increasingly use strategic acquisitions to address computing constraints ahead of public-market listings. Anthropic’s ability to translate higher infrastructure capacity into improved performance, efficient inference and sustainable economics will remain an important factor as competition across the AI sector intensifies.