Artificial intelligence is pushing the world’s largest cloud operators toward record capital expenditure, with TrendForce projecting that spending by the top nine providers will reach $1.3 trillion in 2027. The research firm expects their combined outlay to exceed $886.7 billion in 2026, a 90% surge, as operators buy high-performance servers and custom chips for the next wave of AI. The expansion is also creating requirements for advanced cooling, electricity supply and power-system upgrades inside increasingly dense data centers. Deutsche Bank analysts separately said U.S. hyperscalers’ AI investment commitments in recent earnings reports should support European semiconductor stocks.
Details
- Server growth: TrendForce raised its 2026 forecast for AI server shipment growth to nearly 31%. It also said Chinese technology groups, led by ByteDance, are increasing investment. The firm expects infrastructure needs to move beyond basic computing capacity toward more sophisticated thermal management and electricity systems.
- Cloud signals: Citi analysts said recent revenue signals from Amazon Web Services and Microsoft Azure point to strength at Alibaba Cloud. They also cited improved benchmark scores for Alibaba’s Qwen3.8-Max model and said companies spanning chips, cloud infrastructure, models and applications are better positioned.
- Custom chips: Daiwa expects MediaTek’s custom AI chip revenue to surpass its mobile chip revenue in mid-2027. It forecasts AI ASIC revenue of $15 billion in 2027, rising to $22 billion in 2028. MediaTek said mass production of a data-center accelerator is set to begin late in 2026, with related revenue projected to surpass $2 billion that year.
- Hardware expansion: Citi said earnings from TSMC, UMC and MediaTek indicate AI infrastructure investment remains early in a multiyear expansion. Some companies raised guidance, increased capital expenditure or reported better visibility into 2027 demand. Requirements are spreading into networking, efficient power supplies, distribution equipment, liquid cooling and higher-density racks.
- Wider beneficiaries: CIMB Securities expects Malaysia’s exposure to broaden from chip manufacturing into inspection equipment, advanced packaging materials, silicon intellectual property and silicon photonics. Separately, Peel Hunt and Deutsche Bank argued that investors may be underestimating incumbent software companies’ capacity to adapt to AI competition.
Between the lines
The $1.3 trillion figure is a TrendForce projection, not reported spending, and the Dow Jones roundup does not identify all nine providers or detail the forecast’s methodology. The supporting company and analyst comments nevertheless show the investment cycle widening beyond processors into the physical systems required to run them.
What’s next
The next concrete test is year-end 2026: TrendForce expects top-nine cloud capital expenditure to have surpassed $886.7 billion, while MediaTek is set to start mass production of its custom data-center accelerator. Subsequent shipment and company disclosures will show whether the projected pace is being met.
