Nvidia CFO Predicts Frontier AI Labs Will Dominate Tech Industry

Nvidia’s chief financial officer, Colette Kress, has made a bold prediction that frontier AI labs, which are responsible for developing advanced AI models, will emerge as the largest tech companies in history. This assertion comes from the CFO of a company that is not only a primary supplier of GPUs to these labs but also an active investor in their infrastructure.

Kress characterized frontier AI labs as “proven companies with rapidly growing customer use,” a statement supported by Nvidia’s substantial financial commitments. Currently, Nvidia has $500 billion in bookings for its Blackwell and Rubin chip architectures through 2026, excluding any collaborations with OpenAI. CEO Jensen Huang estimated that OpenAI’s existing and future deployments could generate around 12 gigawatts of computing demand, potentially expanding to 16 gigawatts, translating to an estimated $600 billion in Nvidia compute resources by 2030.

Nvidia is not merely selling chips to OpenAI; it is also financing the infrastructure necessary for the deployment of those chips. The company is investing $1.5 billion in SB Energy to support OpenAI’s 20-year lease of the PORTS-Pike data center campus in Ohio, which has an initial capacity of 4.25 gigawatts. Furthermore, Nvidia is negotiating a broader investment framework with OpenAI worth up to $100 billion, indicating a deepening partnership.

Kress projected that global AI infrastructure investment could reach $3 to $4 trillion by the end of the decade, with Nvidia already capturing a significant share of that spending. In Q2 of its fiscal year 2027, Nvidia reported $96.2 billion in revenue, a 106% increase year-over-year, with $89 billion coming from its Data Center segment alone. This shift highlights Nvidia’s transformation from a gaming graphics card manufacturer to a leader in AI workload support.

The implications of Kress’s prediction raise questions about the current tech giants, such as Apple, Microsoft, Amazon, and Alphabet, who have long held the title of most valuable public companies. If frontier AI labs like OpenAI can generate immense economic footprints, the competitive landscape may undergo a significant reshuffling.