Robot Centric Demonstration & Teleoperation Data
Companies that capture tasks performed by robots under human guidance so models can learn directly from robot-native actions and trajectories.
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Companies
- Aktoria Robotics
Aktoria Robotics builds remote robot teleoperation and data-collection software that lets humans operate robots anywhere and capture robot-native demonstrations for training and fleet support.
- Axis Robotics
Axis Robotics builds a data platform that gathers human demonstrations in simulated and real settings and converts them into training data for robot learning models.
- Config Intelligence Inc.
Config builds data infrastructure and robot models that turn human demonstrations and teleoperation into task specific policies for bimanual robots.
- Humanola
Humanola is a robotics data infrastructure company that provides a teleoperation platform and SDK to capture, sync, and convert robot demonstrations into training-ready datasets for embodied AI.
- Lightwheel
Lightwheel is a physical AI infrastructure company that builds SimReady assets, egocentric human data, and evaluation platforms to help robotics teams train, validate, and deploy robot policies at…
- PrismaX
PrismaX collects human guided robot demonstrations and licenses the resulting data to teams training and evaluating robotics models.
- RLWRLD Inc.
RLWRLD builds manipulation foundation models and a robotics intelligence layer that train industrial robots to handle dexterous, human-like tasks using real-world operational data.
- Scale AI
Scale AI provides high-quality training data, evaluations, and applied AI tools, including a Physical AI Data Engine for robotics and other real-world AI systems.
- Sensei Robotics
Sensei Robotics builds robotic training data infrastructure, connecting robotics companies to human operators who collect in-the-wild demonstration data for robot learning.
- XDOF, Inc.
XDOF builds data pipelines, collection tools, annotation systems, and teleoperation-driven datasets to help robotics and frontier AI labs train robots for physical-world tasks.