AI Infrastructure Firms Compete for Corporate Tech Budgets

Corporate budgets are being split between diverse AI layers as businesses integrate artificial intelligence into their operations. Dell Technologies Inc. is leading the hardware push, reporting fiscal year 2026 revenue of approximately $113.5 billion and net income of over $5.9 billion. The company targets more than $60 billion in AI server sales for fiscal year 2027.

In the semiconductor and infrastructure space, Marvell Technology Inc. reported fiscal year 2026 revenue of $8.2 billion and a net income of $2.7 billion. Marvell Technology Inc. relies on semiconductor solutions for cloud systems and partnerships with Nvidia and Amazon, though it faces risks from customer concentration and reliance on Taiwanese foundries.

On the software side, Snowflake Inc. operates an AI Data Cloud, reporting fiscal year 2026 revenue of $4.7 billion. While it sustained a net loss of approximately $1.3 billion, the company is prioritizing customer acquisition and market share growth. Snowflake Inc. recently signed a $6 billion services agreement with Amazon Web Services.

Meanwhile, UiPath Inc. specializes in robotic process automation and reported fiscal year 2026 revenue of $1.6 billion and a net income of $282.3 million. While Dell Technologies Inc. and UiPath Inc. maintain profitability, Snowflake Inc. is viewed as a long-term play due to the perpetual demand for data in AI applications, despite its current losses.