Human demonstrations for robotics

UMI and gripper demonstration collection

Practical manipulation demonstrations, collected in real Philippine workplaces.

From your task to a validated setup

We operate Quest/UMI-style and handheld gripper workflows, sourcing practitioners and coordinating field collection around your brief.

We agree cameras, tracking, calibration, synchronization and output format, then validate representative trial material before scaling.

Tell us what the robot needs to learn

Share the tasks, objects, capture requirements, volume and timing. Hardware, sites, permissions and data-use rights are confirmed for your project.

Tell us what data you need ↗

Collection examples

These public clips show collection context, rather than full training recordings.

Explore our collection service