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Shangtang Shanhui's technical advantages for unmanned vending cabinets
Patent advantages: It has a number of core invention patents for visual product recognition AI, and utilizes large model capabilities to lead significantly in terms of accuracy, algorithm coverage, timeliness, etc.
Algorithm services: Not only are there standardized product identification AI algorithms, but also provide differentiated algorithm services for product replacement and replenishment, helping operators refine operations.
Team strength: The core team members come from leading Internet companies and major technology companies. They have many entrepreneurial experiences and have experienced Internet takeout and online education wars. They have both practical experience in business implementation and top AI technology strength.
Customer resources: The solution has won multiple benchmark customers at home and abroad, served the Top domestic unmanned retail operators, and provided core AI algorithms for several industry leading smart cabinet solution providers and large beverage brands.

Company background: Born out of Shangtang Group, the world's leading AI artificial intelligence software company.
Core business: Focusing on product identification algorithms and intelligent operation efficiency improvement algorithms in the retail field, it has launched a new generation of industry-leading unmanned retail smart cabinet solutions, providing highly differentiated algorithms for unmanned retail supply chain optimization.
technical advantages
Patent advantages: It has a number of core invention patents for visual product recognition AI, and utilizes large model capabilities to lead significantly in terms of accuracy, algorithm coverage, timeliness, etc.
Algorithm services: Not only are there standardized product identification AI algorithms, but also provide differentiated algorithm services for product replacement and replenishment, helping operators refine operations.
Team strength: The core team members come from leading Internet companies and major technology companies. They have many entrepreneurial experiences and have experienced Internet takeout and online education wars. They have both practical experience in business implementation and top AI technology strength.
Customer resources: The solution has won multiple benchmark customers at home and abroad, served the Top domestic unmanned retail operators, and provided core AI algorithms for several industry leading smart cabinet solution providers and large beverage brands.
Financing situation: In May 2024, it received the exclusive first round of financing from Guoxiang Capital; on January 20, 2025, it completed tens of millions of yuan in Series A financing, led by Jinsha River Venture Capital, followed by Harvest Investment, Weimu Capital, Jinhong Fund, etc.

Shangtang Shanhui Unmanned Container Sales

1.& nbsp; The technical advantages of Shangtang's smart door opening cabinet
Shangtang's intelligent door-opening cabinet adopts a self-developed product identification algorithm. Relying on Shangtang Group's powerful computing power device and "Everything System", it can achieve efficient and accurate product identification. Our algorithm not only has fast recognition speed and high accuracy, but also effectively avoids errors and delay problems in traditional manual recognition, greatly improving the user experience. Especially in smart door-opening cabinets, the convenience and efficiency can significantly enhance their experience.
2.& nbsp; Data privacy and security
As a listed company, Shangtang Technology has strict management systems in terms of data privacy and security. We strictly abide by the requirements of the Shanghai City Government and relevant regulatory agencies to ensure the confidentiality of user data and will never sell the data twice or use it for other commercial purposes. Our cameras and data processing systems are subject to strict security certification to ensure that user privacy is fully protected.
 3.& nbsp; Traceability and quality assurance in the commodity supply chain
Shangtang Technology has established long-term cooperative relationships with many well-known brand suppliers, and all products can be traced back to ensure reliable quality. We will not choose low-quality small brand products in pursuit of profits, and always adhere to user needs and provide high-quality goods and services.
 4.& nbsp; Optimization of intelligent business flow and logistics
Based on Shangtang's AI large device platform, we can optimize intelligent business flows and intelligent logistics in operations. Through big data analysis and computing power support, we can formulate more scientific replenishment strategies and product update plans to ensure equipment operational efficiency and service quality. We look forward to working with your school to explore new models in the field of smart retail and promote innovation and development in the industry.