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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.

Companies
10

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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.

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