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Merit Data

Merit Data is a Hong Kong-based provider of real-world robotics training datasets, custom data collection, annotation and quality assurance services for Physical AI, embodied intelligence and robot-learning teams. The company supports robotics developers, AI researchers and engineering organisations with task-specific datasets designed for robot manipulation, perception, imitation learning and model evaluation. Its services include egocentric human demonstration videos, synchronized head and wrist-camera recordings, UMI and gripper demonstrations, robot teleoperation data, action and state logs, and failure-recovery episodes. Merit Data also provides multimodal annotation, task and event labeling, metadata preparation, data quality review and dataset curation. Projects follow a pilot-first workflow covering collection specifications, sensor configurations, acceptance criteria, contributor consent, data provenance and batch-level quality checks. The company provides training-ready media, structured metadata, annotations and supporting documentation according to agreed project requirements. Merit Data primarily serves robotics and AI teams in the United States and supports international projects involving Europe and the Asia-Pacific region, with data collection locations and delivery arrangements determined by individual project requirements.

Tuen Mun, Hong Kong

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Categories

  • Software & IT (primary)
  • Business process outsourcing
  • Data analytics

Services

Service areas

  • Merit Data provides specialised robotics training data collection, annotation, curation and quality assurance services to international Physical AI and robot-learning teams. Its primary customer focus is the United States, with additional project support across Europe and the Asia-Pacific region. Se

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Registry verification: Not Registry Verified

Directory score: 100

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