Nvidia’s Strategic Expansion: A Multi-Billion Dollar Bet on AI Infrastructure

As the company prepares for its upcoming GTC developer conference, Nvidia is aggressively expanding its portfolio of strategic alliances. The latest move involves a substantial $2 billion investment in cloud specialist Nebius, further cementing the chipmaker’s influence over the global build-out of artificial intelligence infrastructure. This ambitious spending strategy, however, is beginning to draw scrutiny from market observers.

Financial Muscle Fuels Growth

Nvidia’s capacity for such large-scale investments is underpinned by formidable financial performance. In its most recent fourth quarter, revenue surged 73% year-over-year to $68.1 billion. The data center segment now constitutes over 91% of total income. Looking ahead, management has set a target of $78 billion for the first quarter of fiscal year 2027. Notably, this forecast entirely excludes revenue from China due to current U.S. export restrictions. On the stock market, the shares have appreciated approximately 61% year-to-date, with the current price at €160.42.

Building an AI Cloud Powerhouse

The core of the new agreement with Nebius centers on constructing a comprehensive AI cloud platform. Formerly the Dutch holding company for Russian internet giant Yandex, Nebius plans to deploy Nvidia systems with a capacity exceeding five gigawatts by the end of 2030. The company’s focus will be on inference applications, which involve the efficient operation of already-trained AI models. This deployment will utilize Nvidia’s latest technologies, including the Rubin platform and Vera processors.

Should investors sell immediately? Or is it worth buying Nvidia?

A Pattern of Circular Investment

The Nebius deal is not an isolated event but part of a broader corporate strategy. In recent months alone, Nvidia has committed $2 billion each to hardware and software firms such as Lumentum, Coherent, and CoreWeave. Furthermore, the corporation participated in OpenAI’s latest funding round with a $30 billion commitment.

A notable pattern has emerged in these capital flows: a significant portion of the funds is directed to companies that, in turn, become major purchasers of Nvidia’s own chips and systems. Some analysts have raised concerns that this circular investment approach could potentially create artificial demand within the AI sector.

Upcoming Catalysts and Shareholder Returns

The strategic direction is set to receive further clarification in the near term. On March 16, CEO Jensen Huang will deliver a keynote address opening the global AI conference, GTC, in San Jose. Investors anticipate concrete updates regarding the company’s expanding enterprise software platform. In a separate development, today, March 11, marks the ex-dividend date for the next quarterly distribution. Shareholders of record will receive this dividend payment on April 1.