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Making better robots depends on better data capture, Chinese firm 51World says

Beijing-based tech company 51World unveiled a suite of data-collection devices and platforms, including the AperEgo headset and AperOS platform, to address the shortage of high-quality training data for embodied AI, which CEO Li Yi called the biggest hurdle to creating more capable robots. The company claims its hardware-software integration can push data precision to 99 percent, while a TrendForce report projects China's humanoid robot market to reach 15 billion yuan (US$2.2 billion) in 2026 and grow at least 60 percent in 2027.

read2 min views3 publishedAug 19, 2026
Making better robots depends on better data capture, Chinese firm 51World says
Image: Scmp (auto-discovered)

New devices and platforms to obtain real-world data for embodied AI can break the biggest hurdle to creating more capable robots, CEO says The race to develop intelligent humanoid robots faces a major roadblock in a severe shortage of high-quality training data, but Beijing-based tech company 51World believes it has the tools to break the bottleneck.

Best known for its digital twin and simulation technology, 51 World on Tuesday unveiled a new suite of data-collection devices and platforms designed to help train embodied AI systems – artificial intelligence models that help machines perceive, reason and interact with the physical world.

The lack of high-precision data was one of the biggest hurdles facing the embodied AI industry as it rushed to build robots that could operate with stability and certainty, said Li Yi, 51World’s founder and CEO, at a launch event in Shenzhen on Tuesday.

The company aims to boost the collection of such data with AperEgo, a headset that has a multi-camera system to capture a panoramic view of the surroundings as well as sensors that synchronise visual, motion and audio inputs with high accuracy. Its hardware suite also includes devices for the wrist and fingers to better understand how hands work.

Worn by a person while performing tasks, the system produces data for analysis through 51World’s AperOS platform, which can screen out invalid data before the data is uploaded for further processing, lowering data storage and computing costs, according to the company.

“The integration of hardware and software would allow us to push precision up to 99 per cent,” Li said. “High precision translates directly to greater accuracy and efficiency. Looking ahead, we are confident we can boost the efficiency of embodied AI across data collection, utilisation, training and generalisation by a large margin.”

China’s humanoid robot market would reach 15 billion yuan (US$2.2 billion) in 2026, and grow by at least 60 per cent in 2027 as mass production ramped up and applications widened, according to a report by research firm TrendForce on Wednesday.

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