Data platform for curating, annotating and evaluating multimodal data including LiDAR and video for physical AI.
Data and observability platform for robots: logging, visualization and storage built around the MCAP format.
Sensor-fusion annotation and data curation for autonomous systems, centered on automotive perception.
Annotation platform and labeling services for multimodal AI data, used for robotics datasets.
Turns robot and egocentric recordings into automated QA, timestamped subtasks and 3D hand trajectories.
Open-source multimodal data visualization SDK and viewer, expanding into a robot data platform.
Platform for labeling, training and deploying computer-vision models, widely used for robot perception.
Analytics engine for robotics and physical AI data.
Multi-sensor labeling platform for robotics and autonomous vehicles with 3D point-cloud tools.
Data annotation and management platform for AI teams, covering image, video and sensor data.
FiftyOne open-source toolkit and platform for searching, curating, annotating and evaluating multimodal physical-AI datasets.
AI data services firm with a Physical AI product line sourced from its contributor network.
Annotation vendor that also records head-mounted task footage in India for robotics clients.
Physical AI data engine: teleoperated and egocentric collection, data factories, and multimodal annotation for robotics labs.
Managed crowd data provider expanding into distributed physical AI data collection.
Open-source library of robot policies (including SmolVLA), datasets and tooling for training and sharing robot learning models.
Cloud platform for robot data collection, visualization, policy training and deployment.
