Alibaba Group Holding is poised to accelerate growth in its cloud and artificial intelligence (AI) businesses while improving operating margins and achieving quicker returns on its substantial AI infrastructure investments, industry analysts say. The Chinese technology conglomerate recently reached the midpoint of its planned 380 billion yuan (HK$443 billion) expenditure on AI infrastructure over three years.

At the end of June, Alibaba reported a 45 percent year-on-year revenue increase in its cloud and AI segments, marking the fastest growth in nearly six years. Analysts from Nomura highlighted that this growth was accompanied by significant margin expansion, rather than diminished profitability. The company’s AI cloud unit posted an adjusted earnings before interest, taxes, depreciation, and amortization (EBITDA) margin of 11.6 percent for the quarter, up from approximately 7 percent a year earlier.

Jefferies forecasts even stronger revenue growth for Alibaba’s newly consolidated Cloud and Compute Services segment, which now includes its cloud business and the T-Head chip division. The investment bank projects revenue growth exceeding 50 percent year over year in the September quarter, with momentum continuing through to March 2027.

During its earnings call, Alibaba’s group CEO Eddie Wu Yongming offered greater transparency on the timeline for returns from the company’s AI capital expenditures. Wu indicated that investments in AI computing capacity could reach breakeven within two to three years, driven by rising gross margins. As of June 30, Alibaba had already invested 190 billion yuan toward its broader 380 billion yuan AI and digital infrastructure plan announced last year.

Following these disclosures, analysts at Goldman Sachs raised their capital expenditure estimates for Alibaba’s fiscal years 2027 and 2028 to 210 billion yuan and 240 billion yuan, respectively. They cited robust AI demand and favorable returns on invested capital as key drivers. Goldman analysts noted positive developments in cloud growth and improved economics in Alibaba’s quick commerce operations, signaling an inflection point in earnings per share growth despite higher spending.

Alibaba’s quarterly capital expenditure of 67.7 billion yuan outpaced that of domestic rival Tencent Holdings, which spent 52.8 billion yuan in the comparable period. However, this level of investment still contrasts with the scale of leading U.S. technology firms such as Amazon, Microsoft, Alphabet, and Meta Platforms, which are collectively projected to allocate approximately US$700 billion in capital expenditures in 2026 — averaging around US$44 billion per quarter each.

One of the primary financial challenges for Alibaba remains the increased cash outflow resulting from its aggressive investment strategy. Free cash flow turned negative in the June quarter, with the outflow more than doubling amid heavy spending on cloud infrastructure and AI capabilities. Analysts remain optimistic that growing demand for compute power and deployment of proprietary AI chips will help alleviate short-term pressures on cash flow.

Wu attributed the recent surge in capital expenditures to factors including procurement timing, expansion of central processing unit capacity to support AI agent demand, and rising chip prices. He underscored strong data center utilization rates by noting that Nvidia A100 GPUs purchased in 2020 and V100 GPUs bought in 2018 remain fully operational, reflecting sustained demand for high-performance AI computing resources.