Recently, Tencent AI has made a series of notable moves.

On one hand, Tencent Cloud unveiled WorkBuddy, an office AI agent, Miora, a multimodal creative tool, and TokenHub, a model access platform, in Jakarta, Indonesia, forming a product suite spanning content generation to model management. On the other hand, according to the Financial Times, Tencent is participating in negotiations related to a deal with Manus, further strengthening its layout (layout) in the AI Agent space.

While one initiative focuses on product expansion overseas and the other on capital layout (deployment), these two efforts, seemingly unrelated, reflect Tencent Cloud's new approach to global expansion.

Over the past few years, Tencent Cloud's global outreach has primarily focused on exporting cloud computing infrastructure. Now, building on this foundation, Tencent has begun selling AI Agents, model services, and enterprise AI solutions to overseas businesses, aiming to make AI the new driving force for Tencent Cloud's growth in the next phase.

While Silicon Valley tech giants engage in an arms race centered on large model parameter scales, training computational power, and Benchmark scores, Tencent has chosen a more application-oriented path in the overseas AI market.

From May to July this year, Tencent Cloud intensively launched AI products in Singapore, Hong Kong, and Indonesia.

On May 28, Tencent Cloud announced the global launch of the international versions of WorkBuddy and Design Miora, along with the model-as-a-service platform TokenHub, at the inaugural Tencent Cloud Day in Hong Kong.

Subsequently, on June 11, at the SuperAI 2026 conference in Singapore, Tencent Cloud further showcased this suite of enterprise AI products to the Southeast Asian market, driving the transition of AI Agents from technological demonstrations to practical enterprise applications.

On July 15, Tencent Cloud announced at the AI Executive Day in Jakarta, Indonesia, the expansion of this international AI Agent solution to the Indonesian market.

In just over a month, Tencent AI's global expansion has rapidly covered Hong Kong, Singapore, and Indonesia.

Among these developments, WorkBuddy has garnered the most attention.

WorkBuddy originated from a Tencent AI code assistant team of about 10 members. In January of this year, WorkBuddy version 0.1 was launched, followed by the release of mini-program, overseas, and enterprise versions.

Unlike conversation-focused AI assistants like ChatGPT and Yuanbao, WorkBuddy emphasizes task execution. It can autonomously plan task workflows around user objectives, leveraging multiple Agents and external tools to complete a series of complex tasks, including data retrieval, analysis, report writing, and PPT creation.

Tencent clearly has high hopes for this product. In its Q1 financial report, Tencent stated that WorkBuddy had become China's most popular AI efficiency agent service in terms of daily active accounts.

According to the "China Office AI Agent Platform Market Research Report 2026" released by Analysys in May, WorkBuddy's PC-end monthly visits reached 8.85 million, with a month-over-month growth rate of 831%, ranking first among domestic AI-native office AI agents. Additionally, Tencent's Q1 2026 financial report disclosed that WorkBuddy's active user retention rate exceeded 60%, while its paying user retention rate surpassed 80%.

After validating the product domestically, Tencent began promoting WorkBuddy's internationalization, positioning it as a key product for enterprise AI's global expansion. Meanwhile, the other two products complement Tencent's layout (layout) in AI applications and model services.

Design Miora is positioned for creative production, automatically generating images, videos, 3D assets, and UI designs based on natural language requests, compressing marketing creative processes that once took days or even weeks into just a few hours. TokenHub serves as a model service platform, providing enterprises with a unified API gateway to access Tencent's Hunyuan and other large language models, while assisting with model invocation management, resource allocation, and cost optimization.

From a product positioning perspective, the three offerings cover different segments of enterprise AI applications. WorkBuddy targets office productivity scenarios, Design Miora focuses on content and creative production, and TokenHub handles model access and management. Together, they form a comprehensive AI application solution that Tencent offers to overseas enterprise markets.

This product combination also reflects Tencent AI's distinct approach to global expansion compared to other large model companies.

Unlike OpenAI, Google, and some Chinese AI firms that primarily enter the market through foundational model capabilities and universal AI assistants, Tencent chooses to leverage its cloud service ecosystem to first introduce AI application products to enterprise scenarios. It then uses TokenHub to connect different model capabilities, further driving demand for cloud services.

To some extent, this represents a new phase in Tencent Cloud's internationalization. Over the past decade, Tencent Cloud's global outreach has mainly focused on exporting capabilities such as cloud computing infrastructure, databases, CDNs, and audio-visual services. Now, building on this foundation, Tencent is beginning to export AI productivity tools.

From selling cloud services to selling AI, and then to selling enterprise Agents capable of completing actual work, WorkBuddy has become one of Tencent Cloud's key products for exploring AI commercialization and an important attempt to find new growth opportunities in enterprise AI overseas.

WorkBuddy's consecutive appearances in Southeast Asia represent the most closely watched aspect of Tencent AI's global expansion. However, from a holistic perspective, it becomes evident that Tencent is simultaneously addressing two other critical areas: model capabilities and universal Agent capabilities. These also happen to be the most challenging aspects of Tencent's AI layout (strategy).

Model capabilities represent a relatively weak link in Tencent AI's global expansion.

In January of this year, at Tencent's annual employee conference, Pony Ma acknowledged that Tencent had been "slow" in advancing its AI products and revealed that its AI products, Yuanbao and the Hunyuan large model, were not transferred to CSIG (Tencent Cloud & Smart Industries Group) until the end of 2024.

Subsequently, Tencent began adjusting its Hunyuan research and development system. The HunyuanHy3 Preview, released on April 23, was touted by Tencent as the "first model trained after rebuilding Hunyuan" and was the first to be integrated into product ecosystems such as Tencent Cloud, Yuanbao, and WorkBuddy.

However, from a global competitive standpoint, Hunyuan still lags behind leading international models.

Currently, models like OpenAI's, Google Gemini, and Anthropic Claude maintain advantages in global developer ecosystems, enterprise customer adoption, and brand influence. In the domestic market, models such as Alibaba's Tongyi Qianwen, ByteDance's Doubao, and DeepSeek have rapidly expanded their influence through open-source strategies or large user bases.

As a result, Tencent has not positioned TokenHub as a single gateway for the Hunyuan model but rather as a multi-model service platform that supports enterprises in invoking different large language models based on their business needs.

This reflects the reality of Tencent's current AI strategy. On one hand, it continues to strengthen the capabilities of the Hunyuan model. On the other hand, it leverages Tencent Cloud and its enterprise service ecosystem to transform various model capabilities into actionable commercial services.

Meanwhile, Tencent has also begun using capital investments to address its shortcomings.

According to the Financial Times, Tencent is in talks to become the largest shareholder of Manus, a Chinese AI enterprise. Sources familiar with the matter stated that existing Manus investors, including Tencent, ZhenFund, and Sequoia China, are negotiating to support a deal that would revoke Facebook parent company Meta's acquisition of Manus at a valuation of $2 billion. Reports suggest that Tencent is expected to acquire the largest stake in this transaction but will remain a minority shareholder.

Manus, founded in Singapore, is one of the most promising startups in the current AI Agent space. Unlike WorkBuddy, which focuses on specific scenarios like office and creative tasks, Manus explores more open, task-oriented Agents. After a user sets a goal, the system can autonomously break down tasks, invoke tools, and complete complex workflows.

If the deal succeeds, Tencent will further strengthen its layout (positioning) in the universal Agent space and leverage Manus's product capabilities to address its own shortcomings in AI applications.

The logic behind this investment is similar to Tencent's approximately ¥10 billion participation in DeepSeek's first round of financing in June this year. For capabilities like models and cross-scenario Agents, which require long-term technological accumulation, Tencent has chosen to use capital investments to shorten the catch-up period.

From its current layout (strategy), Tencent is building a comprehensive AI commercial ecosystem. Tencent Cloud provides the infrastructure, Hunyuan delivers the model capabilities, products like WorkBuddy and Design Miora explore enterprise application scenarios, and investments serve as a crucial supplement to improve (enhance) the AI ecosystem. Rather than solely betting on a single model or product, Tencent hopes to leverage its cloud and enterprise service capabilities to transform AI into a new growth driver for its cloud business in the next phase.

However, this approach is still in the validation stage.

On one hand, Tencent needs to continuously improve the capabilities of the Hunyuan model and universal Agents to narrow the gap with leading global players in the AI competition. On the other hand, it must demonstrate that AI can help Tencent Cloud unlock new growth opportunities in overseas enterprise markets.

Facing intense competition from international cloud service providers like AWS, Microsoft Azure, and Google Cloud, which have long held advantages, as well as domestic rivals like Alibaba Cloud, whether Tencent can leverage AI to achieve a latecomer's advantage remains to be seen in the market.