Blackstone, Google Launch $5B AI Infrastructure Venture Powered by TPU Chips

Blackstone is investing $5 billion into a new artificial intelligence infrastructure venture backed by Google, marking one of the largest AI-focused infrastructure partnerships announced this year.

The joint venture will focus on building massive AI computing facilities in the United States using Google’s proprietary Tensor Processing Units (TPUs), chips specifically designed for artificial intelligence workloads. According to Blackstone, the project aims to bring its first 500 megawatts of compute capacity online by 2027, with plans for major expansion in the coming years.

Blackstone President and COO Jon Gray described the venture as having “enormous potential” amid the rapidly growing demand for AI computing power.

The new company will be led by Benjamin Treynor Sloss, a longtime Google executive who previously served as the tech giant’s chief programs officer.

The partnership highlights Google’s growing effort to compete directly with Nvidia in the booming AI chip market. While Nvidia’s GPUs remain dominant across the industry, Google has increasingly pushed its custom-built TPUs as a more efficient alternative for specific AI tasks, including large-scale agentic AI applications.

Google first introduced its TPU technology in 2015 and currently uses the chips to power its Gemini AI models. Companies such as Anthropic and Citadel Securities also utilize Google TPU infrastructure.

The announcement comes as major technology firms race to secure AI infrastructure and reduce dependence on Nvidia hardware. Amazon Web Services has also invested heavily in developing proprietary AI chips for its cloud ecosystem.

Blackstone, which manages more than $1.3 trillion in assets, has rapidly expanded its AI investments in recent months, including a separate AI infrastructure partnership with Anthropic announced earlier this month.

Following the news, shares of Google parent company Alphabet Inc. and Blackstone both rose in pre-market trading as investors reacted positively to the large-scale AI expansion plans.