Research ecosystem

Companies and laboratories

Profiles of organizations publishing foundational work in robotics, embodied AI, world models, simulation, and VLA systems.

Organization

NVIDIA

Robot foundation models, simulation, synthetic data, edge deployment, and functional safety

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Organization

Encord

Multimodal data infrastructure for physical AI, VLA data, video, LiDAR, and robotics datasets

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Organization

Scale AI

Large-scale data labeling, video annotation, sensor fusion, and human-in-the-loop data operations

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Organization

Sama

Human-in-the-loop data annotation for video, computer vision, and multimodal AI

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Organization

Appen

Multimodal training data for VLMs, video understanding, audio-visual alignment, and physical AI

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