Hyperscalers and major technology companies such as Microsoft Corp. (NASDAQ:MSFT) and NVIDIA Corp. (NASDAQ:NVDA) are increasingly shaping the AI investment cycle, with Dan Ives, partner and senior managing director at Yorkville Ives, arguing that their heavy infrastructure spending is beginning to translate into revenue growth and easing some investor concerns about returns on massive capital expenditure.
AI Spending Starts to Translate Into Revenue
Ives told CNBC that demand remains “uniquely strong” across hyperscalers, AI cloud providers and NVIDIA, while enterprises are beginning to turn AI investments into commercial use cases.
He sees this shift as an important inflection point because investors increasingly want evidence that massive capital spending can generate sustainable revenue.
He pointed to Microsoft and NVIDIA among companies where continued double-digit capital expenditure growth could support broader technology-sector expansion.
Ives argued that enterprises first need to install and operate AI systems before they can develop and monetize more use cases, suggesting the enterprise adoption cycle remains at an early stage.
Ives continues to see strong semiconductor demand as AI infrastructure expands, but he acknowledged that high valuations can make stocks more sensitive to execution and growth expectations.
Software’s AI Scare Is Overdone
He also pushed back against fears of a broad software collapse. Ives said recent weakness in names such as ServiceNow Inc. (NYSE:NOW) reflected valuation and market concentration rather than an “execution problem,” adding, “I don’t see a software apocalypse.”
He expects AI use cases across enterprise software, cybersecurity and companies such as Palantir Technologies Inc. (NASDAQ:PLTR) to become clearer over the next six to 18 months.
More broadly, Ives estimates the industry is only “10 to 15% through the AI revolution,” with technology investment increasingly spilling into areas such as energy and industrial infrastructure.
China Remains Important to the AI Opportunity
On China, Ives highlighted Apple Inc’s (NASDAQ:AAPL) use of Alibaba Group Holding Limited (NYSE:BABA) technology as part of its effort to strengthen its AI strategy in the market.
He sees the partnership as important to Apple’s China positioning and believes the market is starting to recognize the company’s broader AI strategy.
Ives also expects consumer AI hardware to create another source of demand as companies bring more AI capabilities to devices.
Investors Want Returns From the AI Financing Arms Race
Ives said rising borrowing costs remain a consideration as hyperscalers and major technology companies increasingly combine cash flow, equity and debt to fund AI infrastructure.
However, he characterized debt financing as relatively small compared with the size of the AI opportunity and noted that major technology companies generate substantial free cash flow.
For investors, he said the key issue is whether companies can show that capital spending translates into monetization. Ives described AI investment as an “arms race,” arguing that companies risk losing ground if they pull back while competitors continue building infrastructure.
Price Action: Microsoft shares were down 0.30% at $495.40 and NVIDIA shares were up 0.24% at $225.84 during premarket trading on Friday, according to Benzinga Pro data.
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