--- title: "14:15 ETPL-Universe Launches World's First Submillimeter Data Acquisition Solution for Physical AI" type: "News" locale: "en" url: "https://longbridge.com/en/news/284623061.md" description: "PL-Universe Robotics launched AcCI, the world's first submillimeter data acquisition solution for Physical AI, at the MagicLab CONNECT Global Summit. This high-precision solution addresses the data scarcity in precision manufacturing, enabling the deployment of embodied AI robots in industrial environments. AcCI integrates advanced teleoperation technologies for accurate data collection and supports a full-stack data management pipeline. With over 10 successful use cases in various industries, PL-Universe aims to reshape global industrial data collection standards and drive digital transformation in manufacturing." datetime: "2026-04-29T18:17:20.000Z" locales: - [zh-CN](https://longbridge.com/zh-CN/news/284623061.md) - [en](https://longbridge.com/en/news/284623061.md) - [zh-HK](https://longbridge.com/zh-HK/news/284623061.md) --- # 14:15 ETPL-Universe Launches World's First Submillimeter Data Acquisition Solution for Physical AI , /PRNewswire/ -- **PL-Universe Robotics**, an ecosystem partner of MagicLab, officially launched AcCI (Accuracy-Closed-loop Integration) at the MagicLab CONNECT Global Embodied Intelligence Innovation Summit yesterday. As the world's first fusion-based, high-precision data acquisition solution, AcCI is designed to bridge the critical "data gap" currently hindering the large-scale industrial adoption of Physical AI. **Solving the "Data Scarcity" in Precision Manufacturing** Continue Reading AcCI (Accuracy-Closed-loop Integration) high-precision data acquisition solution As the era of Physical AI unfolds, high-quality data has become the "new infrastructure" driving robotic evolution. However, industrial applications face a fundamental bottleneck: a severe shortage of submillimeter-level precision data that existing collection methods cannot provide. "Embodied AI robots must move beyond laboratories and into real-world industrial environments to empower high-value production lines," said Ge Jin, President of PL-Universe Robotics. "AcCI provides the highest-quality 'fuel' for Physical AI, enabling standardized, mass-producible data workflows that are essential for large-scale deployment." **Technical Breakthroughs: Submillimeter Multimodal Fusion** Centered on "Human natural operational logic," AcCI integrates three core teleoperation technologies—VR, Leader-Follower Control, and Joystick—to ensure data quality at the source. Key features of AcCI architecture include: - Multidimensional Data Capture: Collects essential physical interaction data, including robot arm dynamics, 31-point end-effector tactile sensing, RGB-D vision, and eye-gaze tracking. - High-Precision Teleoperation: Fuses VR and Leader-Follower Control to achieve submillimeter-level multimodal data collection, setting a new industry benchmark for accuracy. - Data Management: Supports a full-stack pipeline covering edge-side collection, cloud-based annotation, and automated training data production. - Model Closed Loop: Supports both Imitation Learning (IL) and Reinforcement Learning (RL), featuring human intervention for bias correction to form a continuous data-model evolution loop. **Proven Industrial Impact** The launch of AcCI marks a strategic milestone in building a global industrial intelligent ecosystem. To date, PL-Universe Robotics has successfully deployed over 10 use cases across the 3C electronics, automotive, and semiconductor industries. Its robotic solutions currently hold industry records for precision, performing complex submillimeter-level operations on live factory production lines. Moving forward, PL-Universe Robotics will leverage AcCI as a core pillar to reshape global industrial data collection standards. By collaborating with global partners, the company aims to drive the digital and intelligent transformation of the global manufacturing landscape. **About PL-Universe Robotics** Founded in January 2025 and headquartered in Suzhou, China, PL-Universe Robotics is dedicated to the R&D and real-world deployment of embodied AI. The company has successfully mass-produced and delivered its flagship industrial-grade universal embodied AI robot — ProWhite. Driven by its proprietary data acquisition solutions and a cutting-edge VLA architecture, PL-Universe collaborates with industry leaders across the automotive and consumer electronics (3C) sectors. In November 2025, PL-Universe established an exclusive global online partnership with JD.com to accelerate global distribution, market expansion, and integrated service systems. SOURCE PL-Universe Robotics ### Related Stocks - [MCRP.US](https://longbridge.com/en/quote/MCRP.US.md) - [ARBE.US](https://longbridge.com/en/quote/ARBE.US.md) - [IYJ.US](https://longbridge.com/en/quote/IYJ.US.md) - [EXI.US](https://longbridge.com/en/quote/EXI.US.md) - [09618.HK](https://longbridge.com/en/quote/09618.HK.md) - [JD.US](https://longbridge.com/en/quote/JD.US.md) - [89618.HK](https://longbridge.com/en/quote/89618.HK.md) ## Related News & Research - [Ronald M. 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