Nexdata
About
About Nexdata
Nexdata is a Singapore-headquartered data infrastructure company that builds licensed datasets and manages custom collection, annotation, preprocessing and validation programmes. Its Physical-AI work combines egocentric human demonstrations with robot-native signals such as pose, depth, force, joint state and action labels.
The company says it operates an 8,000-plus-square-metre Physical-AI data facility with more than 300 humanoids and 200 robot arms and dexterous hands. That infrastructure supports foundation-model training, manipulation research and evaluation rather than the sale of a proprietary robot platform.
Operations
Facilities & manufacturing
- Facility
2026-09-19 - Nexdata reports more than 300 teleoperation systems in its Physical AI data infrastructure. - Company-level operating scale
Source - Factory floor area
2026-09-19 - Nexdata reports a Physical AI data factory exceeding 10,000 square metres. - Company-level operating scale
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Production capacity
- Production capacity
2026-09-19 - Nexdata reports UMI data-collection capacity exceeding 50,000 hours per month. - Company-level operating scale
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Output & shipments
- Reported output
2026-09-19 - Nexdata reports output exceeding 135,000 hours of egocentric datasets. - Company-level operating scale
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Research
- Nexdata releases multimodal egocentric dataset suite for Physical AI
2026-08-26 - Research Publication - Modalities include video, IMU, SLAM and depth data, hand keypoints and semantic annotations. The suite is designed to support foundation-model training through fine manipulation and embodied task learning. Nexdata offers global collection alongside hardware procurement, annotation, preprocessing and quality validation.
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Timeline
Events
- 2026-09-17 - Award - Nexdata wins 2026 Global Generative AI Award for AI Data Infrastructure
Nexdata describes a Physical AI data factory exceeding 10,000 square metres. Its collection stack includes more than 300 teleoperation systems and more than 1,000 wearable devices. The validation environment includes eight RTX 4090 servers and 300 equipment sets.
Source - 2026-08-26 - Research Publication - Nexdata releases multimodal egocentric dataset suite for Physical AI
Modalities include video, IMU, SLAM and depth data, hand keypoints and semantic annotations. The suite is designed to support foundation-model training through fine manipulation and embodied task learning. Nexdata offers global collection alongside hardware procurement, annotation, preprocessing and quality validation.
Source - 2026-06-15 - Partnership - Nexdata and Linkerbot form Physical-AI data alliance
The collaboration combines Linkerbot dexterous-hand hardware with Nexdata collection, annotation and quality-control infrastructure. The combined data-factory footprint exceeds 10,000 square metres, including an 8,000-square-metre dexterous-hand facility. Planned dataset work spans task instructions, process actions, object handling and scene changes.
Source - 2026-01-27 - Facility Opening - Nexdata brings a 4,000-square-metre embodied-intelligence data factory into operation
The factory spans more than 4,000 square metres and recreates settings including supermarkets, pharmacies, factories and auto-repair shops. It includes more than 100 humanoid-robot models and more than 50 robotic-arm models from multiple brands. Nexdata says the facility supports navigation, human-robot collaboration, single- and dual-arm operation, force-feedback interaction and long-sequence tasks.
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