Google Cloud and investment giant Blackstone are launching a new $5 billion joint venture to offer Tensor Processing Units (TPU) custom AI chips as a service.
The move marks a notable shift in Google’s commercial strategy, as it creates an entirely new distribution channel for its custom AI hardware outside the traditional boundaries of Google Cloud. For enterprise tech leaders, this venture represents a distinct, non-Nvidia path to accessing high-performance silicon for heavy artificial intelligence workloads.
The primary objective of the partnership is to tackle the severe bottleneck currently facing the AI industry i.e. a shortage of chip availability, physical data center space, and the massive electrical power required to run them. The newly formed company plans to bring its first 500 megawatts of data center capacity online in 2027.
Blackstone is currently the largest global provider of data centers and manages more than 1.3 trillion dollars in assets. While Google will supply the hardware, software, and technical support, Blackstone will leverage its financial power and infrastructure footprint to build out the sites.
Google’s custom-built TPUs have been in production for more than a decade, powering its internal ecosystem including Google Search, Maps, and the Gemini AI models. Unlike general-purpose processors, TPUs are specifically tailored to handle the intense mathematical calculations required for both training complex frontier models and executing real-time AI inference.
Industry analysts note that this partnership will allow Google to distribute its hardware much more aggressively to external organizations, such as major financial institutions and independent AI research labs, while keeping up with competitors like Amazon Web Services and Microsoft Azure.
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