Mirror Review
April 07, 2026
Anthropic has signed a new agreement with Google and Broadcom to secure multiple gigawatts of next-generation Tensor Processing Unit (TPU) capacity starting in 2027.
This expansion follows a massive surge in demand for the Claude AI platform, with the company’s run-rate revenue jumping from $9 billion at the end of 2025 to over $30 billion in early 2026.
Mirror Review explores how this Anthropic AI chips deal creates a massive infrastructure shift to support the next era of frontier artificial intelligence.
Scaling Infrastructure for Explosive Enterprise Demand
The primary goal of the Anthropic AI chips deal is to keep pace with an unprecedented growth in business users.
In early 2026, the number of customers spending over $1 million annually doubled from 500 to more than 1,000 in less than two months.
To support these users, Anthropic is building a diversified hardware ecosystem.
While Amazon remains the primary cloud and training partner, the new Anthropic Google Broadcom Partnership for AI chips ensures the company has the resilient “gigawatt-scale” power needed for its upcoming models.
“This groundbreaking partnership with Google and Broadcom is a continuation of our disciplined approach to scaling infrastructure,” said Krishna Rao, CFO of Anthropic. “We are making our most significant compute commitment to date to keep pace with our unprecedented growth,” he further added.
The Role of the Broadcom In The Anthropic Deal
The Broadcom Anthropic deal is essential because of Broadcom’s role in co-designing the custom silicon that powers Google’s AI data centers.
By working with both the chip designer and the cloud provider, Anthropic gains high-efficiency access to seventh-generation “Ironwood” TPUs.
This technical collaboration allows Anthropic to:
- Optimize Performance: Match specific AI workloads to the hardware best suited for them.
- Ensure Resilience: Avoid relying on a single hardware vendor by using a mix of Google TPUs, AWS Trainium, and NVIDIA GPUs.
- Increase Efficiency: Use custom-built facilities that maximize power usage for frontier research.
Financial Momentum and the Anthropic Google Investment
The hardware expansion is backed by massive capital.
Earlier in 2026, Anthropic raised $30 billion in Series G funding, bringing its valuation to $380 billion.
This followed a significant Anthropic Google investment of over $1 billion in early 2025, which built upon Google’s previous $2 billion commitment and 10% ownership stake.
Strengthening American AI Infrastructure
A major portion of the new compute capacity from the Google Anthropic AI chips deal will be located within the United States. This supports Anthropic’s November 2025 pledge to invest $50 billion in domestic technology infrastructure.
Key impacts of this domestic investment include:
- Job Creation: The project is expected to create 800 permanent roles and 2,400 construction jobs.
- New Data Centers: Development is already underway with partners like Fluidstack in Texas and New York.
- National Strategy: The expansion aligns with federal AI action plans to maintain American leadership in the sector.
This growing alignment between AI firms and national priorities also comes amid rising scrutiny, like the recent Anthropic–Pentagon feud over the role of advanced AI in defense applications.
End Note
The Anthropic AI chips deal signals a shift from experimental AI to industrial-scale implementation.
By securing gigawatts of power through Google and Broadcom, Anthropic is ensuring that its future models, such as the recently launched Opus 4.6, have the raw horsepower required to solve complex global problems.
As enterprise adoption of Claude continues to double every few months, these strategic hardware partnerships will be the foundation that prevents a compute bottleneck and keeps the frontier of AI moving forward.
Maria Isabel Rodrigues
