End-to-End Robotics Data Pipeline
From raw sensor data to production-ready labeled datasets. Designed for the unique complexity of robotics.
Every Sensor, Every Modality
Robots generate diverse data. We label all of it with temporal consistency across modalities.
Vision
Multi-camera RGB video, stereo pairs, depth cameras — frame-by-frame annotation with temporal tracking.
3D Perception
LiDAR point clouds, RGBD sensors, 3D bounding boxes with full spatial understanding.
Proprioception
Joint positions, velocities, torques — the internal state data that makes robot learning work.
Force & Tactile
Force-torque sensors, tactile feedback arrays — critical for manipulation and dexterous grasping.
Audio
Environmental sound, voice commands, acoustic feedback — for human-robot interaction labeling.
Synchronized
All modalities temporally aligned with precise timestamps. One timeline, every sensor.
How DataLoop Works
Upload
Push your multi-camera video, LiDAR scans, and sensor streams via our API or dashboard.
→Annotate
Our robotics-trained annotators label 3D bounding boxes, object tracks, grasp points, and trajectories.
→Verify
Multi-pass human QA + LLM-assisted validation ensures temporal consistency and accuracy.
→Deliver
Receive ROS-compatible datasets with confidence scores, metadata, and full provenance.
Human + AI Quality Control
Every label goes through our dual-layer verification system.
Multi-Pass Human QA
Every annotation is reviewed by a second specialist. Complex labels get third-pass review. Our QA team understands robotics failure modes.
LLM-Assisted Validation
AI judges check temporal consistency, spatial coherence, and label completeness automatically — catching errors humans might miss.
Flexible Plans for Every Scale
From initial research to production deployment. 30-40% lower than US/EU providers.
Pay-Per-Label
Based on task complexity
- ✓Ideal for defined annotation tasks
- ✓2D & 3D bounding boxes
- ✓Object tracking
- ✓Standard turnaround
- ✓Quality guarantee
Hourly
Custom annotation work
- ✓Complex multi-modal tasks
- ✓Grasp point annotation
- ✓Trajectory labeling
- ✓Custom workflow design
- ✓Dedicated team assigned
Subscription
Production scale
- ✓Dedicated annotator team
- ✓Priority turnaround
- ✓Custom integrations & API
- ✓Ongoing quality tuning
- ✓Volume discounts