Solutions
Built for teams that need real-world data.
The same sourcing engine serves every team that needs real-world human data. We start with the segments that need it most, then expand from there.
Embodied AI & humanoid robotics
The problem. Foundation models trained on clean lab demos do not generalise to messy real homes.
What they need. Diverse, real human demonstration of everyday tasks, with the motion, cleared for training.
Video & world models
The problem. Generation and action-understanding models are starved of diverse real human activity.
What they need. Scale and variety of real human-activity video, to spec, at volume.
Vertical & applied AI
The problem. Fitness, clinical, and coaching models need the exact profession on camera, not a generic crowd.
What they need. Deep-search the exact person type, at volume, in consented settings.
AR / VR & research
The problem. Spatial and interaction research needs first-person captures of real tasks in real rooms.
What they need. Egocentric video with optional depth and pose, from varied people and places.
Get the real-world data your robot needs.
Tell us the task, the person, and the place. We field it from a network of 800k contributors and deliver it to spec, cleared for commercial training, in about four weeks.