The scalable solution is designed to generate high-quality, real-world human data for robotics and artificial intelligence applications, addressing a critical constraint in AI development: the lack of structured human activity data required to train systems for autonomous physical execution.

As part of the initial rollout, the Company is initiating the establishment of a dedicated training and data collection facility in Johor, Malaysia, focused on the structured capture of real-world human workflows across service environments. The initiative is intended to enable YY Group to convert operational tasks into high-fidelity datasets used to train AI models and humanoid robotic systems for real-world deployment.

The platform will be powered by the YY Circle App, allowing YY Group to mobilize its network of more than 500,000 users across 12 countries into structured data collection roles. Through dedicated "Data Collection" shifts, the Company aims to generate large-scale datasets efficiently by leveraging its existing global operational infrastructure.