In response to Alibaba's latest earnings report which showed revenue growth without corresponding profit growth, Wall Street investment banks widely noted that short-term profit pressure is an inevitable outcome of increased AI investments, and the market should focus on the long-term monetization potential of its "Cloud + Generative AI" strategy.

According to market reports, on March 20, J.P. Morgan and Goldman Sachs successively released analytical reports on Alibaba's Q3 FY2026 performance. J.P. Morgan's report indicated that Alibaba's Q4 "overall revenue performance was acceptable... but profit performance fell significantly short of expectations." Specifically, "adjusted net profit decreased 67% year-over-year to RMB 16.7 billion, which was 40%/44% below J.P. Morgan's forecast/consensus market expectations."

The core reason for the significant profit pressure lies in cost expansion. The report suggests that "profitability across most business segments generally fell short of expectations, offsetting positive factors on the revenue side, reflecting greater-than-expected cost pressures and weaker short-term profit trends." This includes the newly categorized "All Other" business segment, which encompasses AI initiatives.

Despite short-term profit pressures, the core commercial logic most concerning to the market remains intact, and the fundamental narrative is not overturned. J.P. Morgan emphasized: "This quarter does not shake the core narrative, which is the cyclical slowdown in e-commerce monetization and robust AI/cloud demand."

Goldman Sachs framed the situation as a "profit reset," focusing on full-stack AI capabilities. Goldman Sachs provided a clearer strategic assessment of the earnings report's significance. The firm characterized the report as a "key earnings reset event." It views the profit decline as being "due to investments in the Tongyi Qianwen (Qwen) AI model/applications, which have led and may continue to lead to rising losses in the 'All Other' business segment over the coming quarters."

Beneath the surface of the profit reset, positive changes are occurring within the business lines. The report points to "encouraging signs of inflections" already visible in the market. These signs are evident in three specific areas: first, "further acceleration in cloud revenue," second, "a return to normalcy for Core E-commerce Customer Management Revenue (CMR) from the seasonal low in December," and third, "continuous improvement in the unit economics of instant retail."

Behind the short-term profit pains, Wall Street observes explosive growth data in the AI business. Regarding commercialization data, J.P. Morgan noted that "external customer revenue growth for the cloud business accelerated to 35% year-over-year from 29% last quarter... with AI-related product revenue still maintaining triple-digit growth."

Goldman Sachs paid close attention in its report to the strategic progress of Alibaba's newly established "Alibaba Token Hub" business unit. This unit aims to integrate the model and application layers "to drive growth in token consumption." A particularly explosive data point is that "management shared that token consumption for its Bailian API business grew 6x in March compared to December."

With such growth expectations, Goldman Sachs noted that management has set a clear long-term target: "to exceed $100 billion in annual AI MaaS and cloud external revenue within 5 years." This implies a compound annual growth rate (CAGR) exceeding 40% over five years, representing a 6 to 7-fold increase from Alibaba Cloud's current revenue base of over RMB 100 billion.

Based on strong AI demand, the firm raised its expectations for Alibaba's cloud business: "Given the strong momentum in MaaS (Model-as-a-Service) revenue from AI demand and the company's continued commitment and focus on external customers, we now forecast cloud business growth of 40%/35% for the March quarter/FY2027."

Regarding future market pricing, J.P. Morgan believes that "the stock is expected to weather the short-term profit pressure and see valuation upgrades as the inflection point for 'Cloud + Generative AI' monetization becomes clearer."

Beyond software and models in the cloud, Alibaba's underlying hardware investments also drew Wall Street's attention. Goldman Sachs delved into the progress of Alibaba's self-developed T-Head semiconductor business. Citing company disclosures, Goldman Sachs reported: "Total shipments of T-Head chips have exceeded 470,000 units, with the latest annualized revenue reaching a scale of RMB 10 billion, and 60% of these chips are used by external customers." This constitutes Alibaba's "unique AI full-stack capabilities."

Regarding the strategic value of this business, Goldman Sachs views it as a core moat for Alibaba: "We continue to view Alibaba's self-developed chips, China's largest cloud infrastructure, and cutting-edge Qwen model as its unique differentiating advantages compared to other Chinese hyperscale cloud providers." Furthermore, Goldman Sachs mentioned that "the company indicated it does not rule out a potential eventual listing of this business but has not provided a timeline."

Returning to core businesses, the market is highly focused on Taobao and Tmall's Customer Management Revenue (CMR) and the cash burn situation in instant retail. Citing management's expectations, Goldman Sachs indicated an anticipation that "CMR growth will accelerate to a mid-single-digit percentage or higher in the March quarter (following the seasonal low of 1% in the December quarter)."

Regarding the profit-dragging instant retail business, Wall Street received a clear timeline for breakeven and profitability. Goldman Sachs pointed out: "The company targets achieving RMB 1 trillion in Gross Transaction Value (GTV) for instant retail by FY2028 and aims for profitability by FY2029, driven by improvements in fulfillment logistics efficiency, optimization of order structure, and strong customer retention rates."

There is a consensus among institutions that the risk/reward profile is skewed to the upside. In the face of post-earnings stock price volatility, both investment banks reiterated their positive stance, viewing the short-term margin compression as a necessary and reasonable cost to capture opportunities in the AI era.

Summarizing its investment thesis, J.P. Morgan stated: "Overall, we see the risk/reward as skewed to the upside, due to AI-driven cloud upside and platform optionality outweighing near-term investment drag." The institution further anticipates that "as generative AI workloads expand from pilots to broader deployment, providing tangible evidence of Alibaba's ability to capture and materialize AI-driven demand in China, Alibaba Cloud revenue will continue to accelerate over the coming quarters."

Goldman Sachs was more direct about the opportunity presented by market fluctuations: "Although the mixed results triggered an initial negative stock reaction (down up to 9%), we believe any stock price weakness creates a more favorable entry point for Alibaba."