Alibaba AI Commercialization Enters New Phase, Is Alibaba Worth Investing?

TradingKey - On March 19, Alibaba ( BABA) held its earnings call. The signals released by Alibaba during this call are more noteworthy than the financial figures themselves. The company is no longer merely emphasizing AI investment; instead, it has raised its cloud and AI revenue target for the next five years to the $100 billion level. This indicates that Alibaba's AI strategy is shifting from "telling a growth story" to "delivering on revenue expectations."

Behind the $100 billion goal: Alibaba aims to transform AI from an "investment item" to a "revenue item"

The most noteworthy aspect of Alibaba's earnings call was not the data fluctuations of a single quarter, but rather the fact that management clarified the growth path for cloud and AI. Over the next five years, annual revenue from cloud and AI is expected to break through $100 billion, with MaaS (Model as a Service) directly named as Alibaba Cloud's largest future revenue product. The significance of this statement is clear: Alibaba is no longer satisfied with just talking about building AI capabilities and has begun to measure AI within a clear revenue framework.

Looking at the latest financial report, this direction is not empty talk. Alibaba Cloud's revenue in the latest quarter grew by 36% year-on-year, and AI-related revenue has maintained triple-digit growth for several consecutive quarters. This indicates that enterprise demand for computing power, inference, and model calls is no longer just at the conceptual level but is steadily translating into orders and revenue. The "AI monetization" that the market previously debated has begun to enter a more concrete implementation phase for Alibaba.

It is easy to understand why MaaS has been placed at the core. In the past, Alibaba Cloud relied more on infrastructure and general cloud services to drive growth, but the strategy has clearly shifted. The goal now is to link model services, inference capabilities, application portals, and enterprise needs into a complete chain. MaaS sits right in the middle, capable of both meeting the direct needs of enterprise customers for large models and binding model calls, computing power consumption, and cloud services together to create a higher-frequency, more stable revenue stream. To put it bluntly, Alibaba Cloud's future growth logic is shifting from "selling computing power" to "selling AI capabilities."

More importantly, Alibaba did not treat AI as a standalone concept this time but placed it within the same growth framework as its cloud business. Reuters reported that Alibaba is also pushing forward with a new structural adjustment, spinning off its AI business into a new Token Hub system. The goal is to focus more on the commercialization of digital assistants and large model applications while continuing to advance self-developed chips and cloud infrastructure construction. This move demonstrates that the internal positioning of AI has changed: it is no longer just a technical investment, but one of the most important revenue engines for the coming years.

Strong growth narrative, but the real test lies in margins and the pace of delivery

However, the market will not just look at stories, and Alibaba cannot escape realistic pressures. The greater the long-term potential for AI and cloud, the more pronounced the pressure on the short-term income statement will be. Alibaba's net profit for the latest quarter dropped significantly year-on-year, partly due to a marked increase in investments in businesses like instant retail. In other words, Alibaba is currently facing a classic balancing act: continuing to double down on AI while enduring temporary fluctuations in profit and cash flow.

From a broader perspective, the focus of this earnings call was actually Alibaba's proactive rewriting of its own valuation logic. In the past, the market was more accustomed to viewing it as an e-commerce platform, with the cloud business being merely supplementary. However, if cloud and AI can truly achieve $100 billion in revenue over the next five years and MaaS becomes Alibaba Cloud's largest revenue product, then Alibaba's valuation framework must be readjusted. It would no longer be just a combination of e-commerce and local services, but would increasingly resemble an integrated tech company of "AI infrastructure + cloud platform + enterprise services."

Going forward, the market will be watching closely not whether Alibaba continues to talk about AI, but whether it can navigate this path faster and more steadily. If MaaS, inference services, cloud calls, and enterprise AI applications continue to scale up, the market's pricing for Alibaba will gradually change. Conversely, if investment continues to expand but revenue realization fails to keep pace, the targets mentioned in the earnings call will first turn into expectations and then into pressure. What Alibaba needs to prove most now is its ability to truly rewrite "AI investment" as "AI revenue."