HOW WE WORK
Our Data Collection Process
End-to-end pipeline with rigorous quality control at every stage.
Scenario Design
Define collection requirements
Participant Recruitment
Source qualified participants
Professional Collection
Capture high-quality data
Quality Control
Multi-stage verification
Secure Delivery
Encrypted data transfer
Each Step in Detail
A closer look at how we ensure data quality at every stage.
Scenario Design
We work with your team to define precise data collection scenarios, including task types, environments, camera angles, and annotation schemas tailored to your model requirements.
Participant Recruitment
Our global network allows us to source diverse participants across multiple countries. All participants sign consent forms and undergo training before data collection begins.
Professional Collection
Using standardized equipment and protocols, our trained collectors capture egocentric video, hand motion data, and manipulation sequences in real-world environments.
Quality Control
Every dataset undergoes multi-stage review: collector self-check, peer review, expert audit, and random sampling inspection to ensure consistency and accuracy.
Secure Delivery
Datasets are encrypted and delivered via secure channels in your preferred format. We support JSON, CSV, and custom schemas for seamless integration with your training pipeline.