Vision
We engineer high-precision human intelligence for advanced vision systems, from 2D imagery to 3D LiDAR, sensor fusion, and embodied robotics environments.
Multimodal Ground Truth for Computer Vision and Physical AI
Image & Video Annotation
High-precision object detection, segmentation, tracking, activity recognition, and scene understanding across diverse environments.
3D & LiDAR Annotation
Cuboids, semantic segmentation, instance labeling, and sensor alignment for autonomous navigation and embodied systems.
Multimodal & Sensor Fusion
Structured labeling and validation across image, LiDAR, radar, SAR, and additional sensor inputs.
Robotics & Humanoid Data Collection
Human-supervised dataset generation for embodied AI — including egocentric task capture, manipulation workflows, spatial reasoning scenarios, and teleoperated data pipelines.
Quality-Controlled Production Workflows
Layered review systems, measurable accuracy standards, and fully managed teams to support large-scale deployment.
Our teams are trained for:
- Robotics and humanoid perception datasets
- Vision-Language-Action (VLA) model supervision
- Geospatial and satellite intelligence
- Continuous dataset refinement and evaluation
All workflows are ethically managed, quality-measured, and designed for long-term model improvement.