Will AI transform cloud and internet giants like Alibaba and Tencent?

Chinese internet giants Alibaba and Tencent are strategically leveraging artificial intelligence to drive significant business transformation and growth, prompting recent stock rallies. Alibaba Cloud is experiencing renewed momentum with AI-driven Qwen models, projecting over 30% annual revenue growth and stronger incremental margins, alongside in-house chip development. Tencent is enhancing advertising targeting and gaming experiences through AI, with its Video Accounts showing strong revenue and potential for increased ad load. Analysts emphasize that AI adoption is a strategic imperative for these firms, moving beyond cost savings to become a key driver of revenue generation and competitive advantage across their vast user ecosystems.

Analysis

Artificial intelligence is emerging as a primary growth catalyst for Chinese internet leaders Alibaba and Tencent, fundamentally reshaping their business models and prompting a positive revaluation from investors following recent results. For Alibaba, AI is reinvigorating its cloud division, with Alicloud revenue projected to grow over 30% annually, driven by its competitive Qwen family of models. Notably, Bernstein analysts report that incremental cash margins on this new AI-related revenue are stronger than those from legacy infrastructure services. The company is also making strategic long-term investments, including an annual AI-related spend of approximately RMB120 billion for an estimated RMB5-10 billion in incremental EBITDA, and developing its own PPU chip to reduce reliance on foreign suppliers, with performance reportedly approaching that of Nvidia's H20. Similarly, Tencent is leveraging AI to expand its advertising and gaming segments. AI-driven improvements in ad targeting on WeChat have expanded data processing capabilities "several-fold," while its Video Accounts platform now generates RMB8-9 billion in quarterly revenue from a 4% ad load, with significant upside potential if it moves closer to the low-teens percentage of rivals. In gaming, AI is being applied to reduce development costs and enhance user engagement. The strategic necessity for AI adoption is underscored by analysts, who now see it as a key driver for revenue generation and survival within China’s vast digital ecosystem, rather than simply a tool for cost savings.

Key Decisions for Investors

• Investors should re-evaluate Alibaba and Tencent not just on their legacy operations but as evolving AI-centric enterprises, where successful AI monetization in cloud, advertising, and gaming could justify a significant re-rating.
• It is critical to monitor the return on Alibaba's substantial AI capital expenditure of RMB120 billion annually against the near-term incremental EBITDA of RMB5-10 billion, as this ratio will determine the long-term value creation of its strategy.
• Key performance indicators to watch include the growth and margin profile of Alibaba's AI cloud services and the trajectory of ad load and revenue per user for Tencent's Video Accounts, as these are primary levers for the AI growth narrative.
• Consider Alibaba's progress in developing in-house chips as a material factor in de-risking its AI strategy from geopolitical tensions and supply chain vulnerabilities, tracking its performance relative to established players like Nvidia.