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CloudWalk Technology and Shum Yip Capital recently completed a strategic investment in Xuanjia Technology, a Chinese AIGC audiovisual company, through the Ganzhou Shum Yip CloudWalk Intelligent Technology Equity Investment Fund, which they jointly established.

Xuanjia Technology specializes in AI audiovisual content generation. It has developed the Kino-AIGC large model and the Kino Vision platform for AI short dramas, with applications in short dramas, culture and tourism, digital commerce, and government and enterprise services. Its Kino-AIGC model has completed the filing process for generative AI services and generated more than 100,000 minutes of AI video, reflecting a shift from technology demonstrations to content production at scale.

This is also an important step for CloudWalk Technology in positioning itself for the AI content era.

Short dramas, advertising, e-commerce, culture and tourism, and cross-border communication require large volumes of content. More frequent content production means more intensive model use. As AI teams become more deeply integrated into business processes, token consumption can more readily generate recurring, measurable commercial revenue.

Under this trend, competition in the AI industry is entering the "Token economy" stage.

Organizations that provide stable model capabilities, real business scenarios and sustained demand for model calls have a better opportunity to turn large model capabilities into sustainable commercial revenue.

But the more content there is, the more important review becomes.

AI can generate scripts, images, videos and speech in batches, while also creating more complex challenges in compliance, security and content governance. Manual review and rule-based filtering struggle to keep pace with automated, large-scale, real-time production. Content review models are therefore evolving from back-end tools into infrastructure for the AI content industry.

This is precisely where CloudWalk Technology's advantage lies.

On the one hand, Xuanjia Technology's Kino-AIGC large model is oriented toward content production and undertakes high-frequency video generation tasks;

On the other hand, the Yanqing large model, which CloudWalk Technology helped the National Cybersecurity Base build, has completed filing and focuses on content review and security governance.

One is responsible for generation, and the other is responsible for review.

Content production and content governance work together in real business scenarios, giving CloudWalk Technology's AI ecosystem a sustainable business cycle.

More importantly, this closed loop will continue to connect to the CloudWalk Yunqi Model Hub unified model service platform, the Xingyun Agentic OS, and Mofang Agent Lab.

Model Hub supplies model capabilities, Xingyun manages and schedules AI teams, and Mofang builds roles and skills. Together, they support higher-level products such as AI content production studios, AI e-commerce teams, AI marketing teams, AI corporate support teams and AI R&D teams.

As content production, review and governance, e-commerce marketing, corporate functions and R&D collaboration continue to operate, model calls are expected to move from one-time project delivery toward ongoing business usage.

From investing in Xuanjia, to the filing of dual models, to the controlled training ground, the embodied intelligence training ground, and the Yunqi Model Hub, CloudWalk Technology is building a clearer commercialization path for large models:

Let AI enter real business processes, let model invocation generate sustained revenue, and let AI teams become enterprises' new productivity units.