Features
High-density action labelling using proprietary VLMs
Human-in-the-loop annotation validation
Atomic action recognition with clip-level task diversity (1,000+ environments)
Frame-perfect dense annotation
Hand pose extraction and annotation
Industrial standard operating procedure (SOP) capture
Expert validation of annotations (engineer-validated)
Cross-industry data pipelines (electronics, automotive, pharma, etc.)
Scalable annotation projects (Watermelon, Strawberry, Cherry, Pear)
Real-time data collection from industrial environments
VLM-based auto-labeling with human oversight
Decentralized data labeling via public consensus
Multi-modal support: text, image, video, audio
Quality verification with validator rewards
Smart contract payments for contributors
Open community with transparent provenance
API for programmatic data collection
Custom task creation for specific needs
Real-time contributor dashboard
Blockchain audit trail per data point
Consensus-based quality control
Reward system for accurate annotators
Data diversity through open participation
Human-in-the-loop campaign (active Feb 2026)
Audio recording campaigns (e.g., Mother Tongue)
Referral program ($5 per successful referral)
