Features
3D LiDAR point cloud annotation
Image annotation (bounding boxes, polygons, semantic segmentation)
LLM and Gen AI annotation (RLHF, SFT)
3D sensor fusion (LiDAR + camera) annotation
4D radar annotation (beta)
AI-powered auto-labeling and model-assisted annotation
Scalable workflow management (task, role, performance)
Custom QA rules and data conversion pipelines
Role-based organization and authority management
Private-cloud or on-premise deployment
Model training integration support
Multi-level quality assurance (99%+ QA)
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)
