Realman Intelligent Strengthens High-Quality Real-World Data Foundation for Physical AI

The 2026 Physical AI and World Model Conference concluded with physical AI and world models dominating industry discussion. A widespread consensus emerged: breakthroughs in physical AI depend on massive, authentic, high-quality real-robot interaction data as an essential foundation. Industry leaders stressed that simulated data alone cannot close the gap.

Realman Intelligent is responding by focusing on real work, real data, and real delivery. The company deploys robots in genuine application scenarios, where they perform actual tasks and generate interaction data under real physical-world conditions. This methodology ensures the data is not only abundant but also representative of the complexities and unpredictability of real environments. This process supports scalable collection and curation of high-value datasets.

High-quality real-machine data has thus become the hard currency of the embodied intelligence era. By establishing a reliable supply foundation, Realman Intelligent helps accelerate the development and deployment of physical AI systems that can operate effectively outside controlled settings. Such data is critical for training, validation, and continuous improvement.