<div id="readability-page-1"><div>         <div>                        <p>,  /PRNewswire/ --<b> PL-Universe Robotics</b>, an ecosystem partner of MagicLab, <span id="spanHghlt2ecb">officially launched AcCI (Accuracy-Closed-loop Integration) at the MagicLab CONNECT Global Embodied Intelligence Innovation Summit yesterday.</span> As the world's first fusion-based, high-precision data acquisition solution, AcCI is designed to bridge the critical &#34;data gap&#34; currently hindering the large-scale industrial adoption of Physical AI.</p><p><b>Solving the &#34;Data Scarcity&#34; in Precision Manufacturing</b></p>             <p><span>                 Continue Reading                   <br/>                   <i></i>                                </span>             </p>             <div>               <div>                 <div>                                       <div>                                                               <figure>                        <p><img id="imageid_2" src="https://imageproxy.pbkrs.com/https://www.prnewswire.com/news-releases/null?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" original-src="https://imageproxy.pbkrs.com/https://www.prnewswire.com/news-releases/null"/>                    </p>                       <figcaption>         AcCI (Accuracy-Closed-loop Integration) high-precision data acquisition solution       </figcaption>     </figure>                                                                                  </div>                 </div>               </div>             </div>                            <p>As the era of Physical AI unfolds, high-quality data has become the &#34;new infrastructure&#34; driving robotic evolution. However, industrial applications face a fundamental bottleneck: a severe shortage of submillimeter-level precision data that existing collection methods cannot provide.</p>               <p>&#34;Embodied AI robots must move beyond laboratories and into real-world industrial environments to empower high-value production lines,&#34; said Ge Jin, President of PL-Universe Robotics. &#34;AcCI provides the highest-quality 'fuel' for Physical AI, enabling standardized, mass-producible data workflows that are essential for large-scale deployment.&#34;</p><p><b>Technical Breakthroughs: Submillimeter Multimodal Fusion</b></p><p>Centered on &#34;Human natural operational logic,&#34; AcCI integrates three core teleoperation technologies—VR, Leader-Follower Control, and Joystick—to ensure data quality at the source.</p><p>Key features of AcCI architecture include:</p><ul type="disc">   <li>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.</li>   <li>High-Precision Teleoperation: Fuses VR and Leader-Follower Control to achieve submillimeter-level multimodal data collection, setting a new industry benchmark for accuracy.</li>   <li>Data Management: Supports a full-stack pipeline covering edge-side collection, cloud-based annotation, and automated training data production.</li>   <li>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.</li>  </ul><p><b>Proven Industrial Impact</b></p><p>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.</p><p>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.</p><p><b>About PL-Universe Robotics</b></p><p>Founded in January 2025 and headquartered in Suzhou, China, PL-Universe Robotics is dedicated to the R&amp;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.</p><p>SOURCE PL-Universe Robotics</p><p><img src="https://imageproxy.pbkrs.com/https://rt.prnewswire.com/rt.gif/query-RGF0ZUlkPTIwMjYwNDI5Jk5ld3NJdGVtSWQ9Q040NjkyOSZUcmFuc21pc3Npb25fSWQ9MjAyNjA0MjkxNDE1UFJfTkVXU19VU1BSX19fX19DTjQ2OTI5?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" original-src="https://imageproxy.pbkrs.com/https://rt.prnewswire.com/rt.gif/query-RGF0ZUlkPTIwMjYwNDI5Jk5ld3NJdGVtSWQ9Q040NjkyOSZUcmFuc21pc3Npb25fSWQ9MjAyNjA0MjkxNDE1UFJfTkVXU19VU1BSX19fX19DTjQ2OTI5"/></p></div>       </div></div>

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<p>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.</p>

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14:15 ETPL-Universe Launches World's First Submillimeter Data Acquisition Solution for Physical AI