For AI labs

Human Data Infrastructure for Physical AI

Access real-world human demonstrations, operational environments and managed workforce across Brazil and Latin America.

What we provide

An operating layer between AI teams and the physical world

You define the data. We build the workforce, activate the environments and deliver reviewed, consented human demonstrations.

First-person capture of people performing real tasks in the environments where those tasks actually happen.

Full task sequences with natural variation, interruptions and recovery behaviour — not staged re-enactments.

Warehouses, fulfilment centres, production floors, service areas and other authorised working sites.

Contributors recruited by profession, trained on the capture protocol and qualified before production.

Video-first today, with the operational structure to extend to audio, pose, depth and sensor streams.

Every submission reviewed against explicit criteria, with issue classification and approved-duration accounting.

Informed contributor consent, company authorisation, privacy controls and a full audit trail.

Brazil-first operations designed to extend across Latin America without rebuilding the model.

How it works

Every project runs through the same operational sequence, with measurable checkpoints at each stage.

Use cases

Paired visual context and task intent for action-grounded models.

Grasping, handling, tool use and object manipulation in cluttered real settings.

Long-horizon sequences with sub-steps, ordering and real-world constraints.

Repeated fine-grained manipulation across operators, objects and sites.

Consistent demonstrations of the same task by many qualified contributors.

Reference human execution for benchmarking robot performance on the same task.

Environment dynamics, layouts and human movement through operational spaces.

Structured episodes ready for enrichment with additional modalities.

Bounded scope, defined acceptance criteria and transparent reporting before any volume commitment.