From Lab to Production Line — Scaling Challenges and Collaborative Ecosystem of AI Workflows | 2026 ChinaJoy AI Future Ecosystem Conference

The 2026 ChinaJoy AI Future Ecosystem Conference is about to be held, with core topics focusing on how AI workflows move from the validation stage in the laboratory to daily operation on the production line. This shift marks that artificial intelligence applications are moving from mere technical demonstrations to a stage of deep industrial integration.

The main bottleneck currently facing the industry is no longer the generation capability itself, but rather system coordination and stability during the process of scaling implementation. Breakthroughs in individual models are relatively easy, but building a complete workflow that can operate stably and an effective collaborative ecosystem is the key to determining whether AI applications can truly generate commercial value.

As technological dividends gradually flatten, the focus of industry competition is shifting. Future competition will no longer be limited to model parameters or generation effects, but will shift towards the depth of understanding of specific application scenarios and engineering implementation capabilities, which requires enterprises to possess stronger system integration thinking.

36Kr Games will conduct a roundtable discussion together with industry pioneers such as Funloom AI, Alibaba Cloud, and VAST. The participation of these institutions indicates that the gaming and content production sectors are actively seeking to improve efficiency through AI workflow optimization, exploring new models of human-machine collaboration, and providing reference implementation cases for the industry.

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