Cooling systems are emerging as another growth area as operators struggle to manage the heat generated by powerful AI chips.
"Power and cooling basically go hand in hand; so basically the more power you use, the more cooling you need to use because you generate heat," said Matty Zhao, Bank of America's Asia-Pacific head of research for basic materials, oil and gas.
The bank forecasts liquid cooling will account for 70% of new AI data-centre installations versus air cooling by 2030, up from about 30% today. Liquid cooling can reduce energy consumption by over 27%, McKinsey says.
Developers are also exploring unconventional approaches, including floating facilities, underwater data centres and servers in caves or tunnels.
That is creating opportunities for a broader range of suppliers.
"With the expansion of data center self-generation and the floating data center market, opportunities are also opening up to enter new markets for marine medium-speed engines," HD Hyundai Electric said.
Strong demand for thermal-management products is lifting Delta and local peers Asia Vital Components 3017.TW and Auras Technology 3324.TW, as well as China's Shenzhen Envicool Technology 002837.SZ. All are suppliers in Nvidia's ecosystem.
Despite surging orders, the stock-price gains of suppliers have moderated as investors question elevated valuations amid intensifying competition.
Delta's shares are up more than 90% this year, while HD Hyundai Electric has stayed largely flat, cooling from gains of more than 100% last year. China's Jinpan and Envicool have fallen nearly 30% and 20%, respectively, after surging 118% and 244% in 2025.
"Even if revenue increases, I think gross margin will probably remain at roughly this level," Delta Chairman Ping Cheng said in July.
"There are many variables in the market, including new product platforms, deployment delays and component shortages. These issues may become somewhat more serious in the second half of this year."
Bank of America's Zhao said investors should be aware of potential risks.
"Not everyone can win," she said. "You have to be cherry-picked for the leaders who actually get the customers."