CrowdWorks launches robot precision-manipulation dataset for Physical AI training
CrowdWorks launched a robot precision-manipulation dataset through A1 Data Marketplace, offering more than 12,000 successful robot-arm manipulation cases in LeRobot format.

Evidence notes
- The dataset was collected from 145 global remote operators controlling robot arms.
- It covers 12 manipulation scenario types and includes quality metadata such as completion, speed, path efficiency and safety scores.
- CrowdWorks positions the data for fixed robot arms and cobots in manufacturing, logistics and semiconductor environments.
Company context
CrowdWorks supplies physical-AI data collection, annotation, validation and model-evaluation infrastructure.