Xinnuo Link (Shanghai) Technology Co., Ltd. is rooted in the Lingang New Area of China (Shanghai) Pilot Free Trade Zone. As a high-tech enterprise exclusively authorized by Kraft Link Welt GmbH, a German intelligent detection technology company, it deeply relies on the core technological accumulation of Germany's Industry 4.0 and global industrial resources. With self-developed intelligent detection software as its technological core and the CCD optical sorting machine series as the core hardware carrier, the company has built an integrated technical architecture of "software-defined detection capabilities + precise hardware implementation". It deeply engages in the entire R&D, production, and sales chain, and is committed to providing efficient, accurate, and customized full-scenario quality control solutions that inherit the rigorous standards of German industry for the global precision manufacturing industry, with business radiating major industrial economies worldwide.

The self-developed intelligent detection software is the company's core technical barrier and value engine, with its most prominent advantage being strong versatility. It not only has cross-industry adaptation capabilities to seamlessly empower multiple fields of precision manufacturing but also features cross-hardware compatibility, allowing flexible connection with various detection platforms including the company's own CCD optical sorting machines without being bound to specific detection hardware. Derived from the German industrial-grade software architecture, the technical core of the intelligent detection software integrates cutting-edge international machine vision and artificial intelligence technologies, achieving 100% independent control and scalable development of underlying code. Both the software's computing efficiency and defect recognition accuracy have reached the world's top level. Furthermore, thanks to its generalized architecture design, it breaks industry barriers to quickly adapt to the detection needs of different manufacturing fields and overcomes hardware limitations to achieve protocol compatibility and functional linkage with various detection platforms. Crucially, the company's core AI algorithms operate entirely based on this software platform, with the entire process from data collection, model training to accuracy evaluation supported by the software in a stable and efficient manner. Regardless of the detection hardware platform it adapts to, it can ensure the high-precision, high-stability iteration of detection technology and its empowering effect across multiple industries. As an optional hardware carrier, the company's CCD optical sorting machine only needs customized configuration to adapt to the detection solutions output by the software, realizing a flexible model of "software defines detection logic, and multiple hardware executes flexibly". The company has established a top-tier R&D team led by Professor Sun Lin—who is a professor and doctoral supervisor from Shandong University of Science and Technology, a doctor from the Aerospace Information Research Institute of the Chinese Academy of Sciences, and a postdoctoral fellow at the University of Maryland, USA—along with senior German technical experts. The team focuses on the R&D of the generalized architecture of intelligent detection software and the optimization of AI algorithms, while also emphasizing the development of compatibility between the software and various detection platforms, ensuring that the software's advantages can be fully realized in diverse hardware scenarios.

As the core carrier for empowering multiple industries and hardware, the software application platform has built a generalized technical system driven by AI algorithms and featuring a full-process closed loop. It integrates core functional modules such as high-precision algorithm model training, automated professional data annotation, real-time visual traceability of detection results, and multi-dimensional data statistical analysis and export, forming a full-link technical closed loop of "data collection - model training - accuracy evaluation - iterative optimization". This closed loop is fully realized based on the software platform and has no connection with specific detection hardware. Through the software, AI algorithms accurately collect and deeply learn product data from different industries, quickly generate exclusive detection models adapted to the industry, and then conduct accuracy evaluation and iterative optimization through the software. Without reconstructing the underlying software architecture, it can quickly adapt to multiple precision manufacturing fields such as auto parts, electronic components, powder metallurgy, fasteners, and magnetic materials, while flexibly connecting with the company's CCD optical sorting machines and other various detection platforms. Whether adapting to the company's CCD optical sorting machines or other detection equipment, seamless linkage with the software system can be achieved only by simple parameter adjustments according to hardware characteristics and industry product characteristics, and precise detection can be realized in conjunction with the detection solutions output by the software. Based on this, the company can provide a flexible service model of "generalized software platform + customized algorithm model + multi-hardware adaptation", accurately meeting the diverse detection needs in various industries and hardware scenarios, and significantly reducing the customer's equipment commissioning cycle and operation and maintenance costs. According to feedback from many customers, relying on the solution centered on generalized intelligent detection software, regardless of the detection platform installed, the product missed detection rate can be reduced to below 0.01%, and the detection efficiency is increased by more than 30% compared with traditional industry solutions, which significantly improves production turnover efficiency and finished product qualification rate. Moreover, the software's cross-industry and cross-hardware adaptation capabilities enable customers to achieve efficient collaboration among multiple product lines and multiple detection equipment.

As a core benchmark product integrating software and hardware, the company's independently developed dedicated CCD optical sorting machines for connecting rods, pistons, and eccentric wheels are the first of their kind in China. Equipped with self-developed intelligent detection software and customized CCD imaging systems, their detection accuracy and speed meet German industrial standards, and the company has established in-depth cooperation with leading enterprises such as Dongmu Co., Ltd., Mingyang Technology, and Weida Group. The equipment not only achieves efficient judgment of complex defects through the precise recognition capability of software algorithms but also ensures the stability and continuity of the detection process through the high-magnification imaging of CCD industrial cameras, the stable transportation of annular glass turntables, and the precise speed control of vibration feeding systems. Coupled with 24/7 technical operation and maintenance support, the customer repurchase rate reaches 100%. By virtue of the technical advantages of software-hardware collaboration and product reliability, the company has established a high-quality brand image in the industry.

Relying on the in-depth collaboration between the generalized intelligent detection software platform and AI algorithms, the company has built a world-class multi-modal algorithm system, covering cutting-edge technologies such as supervised defect detection, few-shot image defect detection, and unsupervised image defect detection. These algorithms are all developed and iterated based on the software platform, independent of specific hardware, and can be quickly migrated to different industry scenarios and different detection platforms through the software. Among them, the recognition algorithm for micro-defects of precision components has been verified by authoritative evaluation datasets in the international machine vision field. Whether adapting to the company's CCD optical sorting machines or other high-precision detection platforms, it can stably perform. It has not only achieved technological breakthroughs in the high-precision detection scenarios of small powder metallurgy gears but also successfully empowered the micro-defect detection needs of multiple industries such as automotive electronics, precision bearings, and micro-motors by virtue of the software's generalization advantages. The company can also output core intelligent detection software solutions to peers in the industrial vision field and automation enterprises, providing algorithm customization and software integration technical support, helping industry partners quickly achieve the adaptation and connection between software and their own detection platforms, rapidly acquire cross-industry detection capabilities, and improve the level of detection intelligence. Up to now, the company has accumulated 4 invention patents, 2 utility model patents (including patents for the structural optimization of CCD optical sorting machines), and 5 software copyrights. Among them, many software copyrights focus on generalized architecture, multi-industry algorithm adaptation, and cross-hardware compatibility technologies, building a comprehensive intellectual property protection system and strengthening the exclusive advantages of core technologies. It also has global market compliance access capabilities, further confirming its world-class technical strength.

The company regards R&D and innovation as the core driving force for survival and development, with the proportion of highly educated R&D personnel significantly higher than the industry average. Relying on in-depth technical collaboration with Germany's Kraft Link Welt GmbH and the technical accumulation of affiliated enterprises, the company has fully introduced top German production equipment and process standards. It not only focuses on the algorithm iteration of core software but also devotes itself to the hardware upgrade of CCD optical sorting machines, integrating industry-leading optical systems and control systems, and strictly following German industrial quality control processes to optimize product performance. At the same time, it has established long-term industry-university-research cooperation mechanisms with top domestic scientific research institutions to jointly tackle key technical problems such as the optimization of intelligent detection software algorithms and the improvement of CCD camera imaging accuracy, ensuring that core software and detection hardware always keep pace with the upgrading of Germany's Industry 4.0 and maintain a leading position in the industry.

Quality is the lifeline of enterprise development. The company deeply inherits the German industrial "zero-defect" quality management concept and has built a full-process closed-loop quality management system covering "source - process - terminal". In the raw material procurement link, it has established a strict supplier access, selection, and dynamic assessment mechanism, selecting high-quality core hardware components such as CCD cameras, lenses, and sensors that meet German standards, as well as key resources required for software R&D. In the production and processing link, it strictly follows the ISO9001 quality management system standard, implements a refined production model, and focuses on controlling the assembly accuracy of CCD optical sorting machines and the compatibility debugging of software. In the finished product inspection link, it implements the standard of "high-speed, high-precision, 100% full inspection", conducting rigorous verification on core indicators such as the algorithm accuracy and operational stability of the software, as well as the imaging clarity, operational continuity, and service life of the CCD optical sorting machines, ensuring that the integrated equipment can operate stably without failure 24/7, and providing reliable quality assurance homologous to German local products for global customers.

Seizing the wave of intelligent upgrading of the global manufacturing industry, the company has built a "domestic + international" dual-cycle market pattern with the help of the global industrial network of Germany's Kraft Link Welt GmbH, the opportunities brought by the "Belt and Road" Initiative, and global economic integration. In the domestic market, through diversified channels such as regional marketing centers and authorized dealer networks, it promotes the integrated solution of "intelligent detection software + CCD optical sorting machine" to core industrial clusters such as the Yangtze River Delta, Pearl River Delta, and Beijing-Tianjin-Hebei region. In the international market, relying on complete qualifications for goods import and export and technology import and export, it has established cooperative relations with enterprises in countries such as Vietnam and Indonesia. By participating in top global industry exhibitions such as Hannover Messe in Germany and IMTS (International Manufacturing Technology Show) in the United States, and deploying channels such as cross-border e-commerce and industry B2B platforms, it breaks geographical restrictions, builds a global sales and service network linked with the German headquarters, continuously enhances brand international visibility and market share, and promotes the construction of an industrial ecosystem of "German technology sharing + global market collaboration".

Based on the core trends of technological iteration and market expansion in the global intelligent detection industry, the company has formulated a clear five-year strategic blueprint. According to forecasts from authoritative industry institutions, the scale of China's machine vision market will exceed 39.5 billion yuan by 2028, with 3D vision and automotive electronics sectors becoming core growth engines. The company will accurately seize this strategic opportunity, continue to deepen the advantages of the "software + CCD hardware" integrated solutions for the detection of three core categories (powder metallurgy parts, fasteners, and magnetic materials), further expand the coverage radius of high-end markets at home and abroad, and build a global layout integrating "technology - scenarios - services".

In the future, Xinnuo Link will take "building a leading brand of intelligent optical detection equipment that is top-tier in China and globally renowned" as its core goal, deepen strategic cooperation with global manufacturing enterprises, and promote the brand's leapfrog upgrade from international layout to global ecological construction. With top German technology as the core and China's intelligent manufacturing as the support, the company will continue to focus on the technological breakthrough of core software and the hardware innovation of CCD optical sorting machines, strengthen their collaborative advantages, achieve high-quality development in the high-end global intelligent detection competition track, forge a benchmark brand in the global precision detection field, and write a new chapter of industry innovation leadership.