The AI boom has mostly been a story about chipmakers. Investors have been laser-focused on the companies making the processors that power the next generation of artificial intelligence. But Broadcom Inc. (AVGO) just hinted that it has much bigger plans.

Financing the AI Boom

During Broadcom's fiscal second-quarter earnings call, CEO Hock Tan laid out a strategy that goes way beyond selling semiconductors. The idea is to combine Broadcom's technology with deep-pocketed financial partners to build massive amounts of AI compute capacity for some of the world's leading AI developers.

"Our strategic vision is to bring together Broadcom's leading technology and investor partners with the strongest balance sheets to deliver at scale sufficient compute capacity at the lowest cost and power for the leading AI frontier labs including Anthropic and OpenAI," Tan said.

To pull that off, Broadcom is creating what it calls the AI XPU platform alongside Apollo Global Management (APO), Blackstone Inc (BX) and other investors. According to Tan, the initiative aims to deploy more than 20 gigawatts of compute capacity through 2028.

The first step is already underway. "The first tranche of this platform, valued at $35 billion, is in fact currently being launched by Apollo," Tan said.

Beyond Semiconductor Sales

This announcement underscores how the AI race is increasingly becoming an infrastructure buildout rather than just a semiconductor story. As AI models grow larger and demand for compute continues to surge, financing the underlying infrastructure is emerging as a challenge of its own.

Broadcom sits in a unique position. The company already supplies custom AI accelerators and networking technology to some of the industry's largest AI players, including partnerships involving Google, OpenAI, Anthropic and Meta. Now it appears to be helping facilitate the capital required to scale those deployments.

The move could position Broadcom as something more than a chip supplier. Instead of merely selling the hardware powering AI, the company is becoming part of the ecosystem funding and enabling the next wave of AI infrastructure. As investors debate who will emerge as the biggest beneficiaries of the AI boom, Broadcom is making a case that the future may belong not only to chipmakers, but also to those helping finance the infrastructure behind them.