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Explain the development trend of smart vending machines in detail

With the unmanned retail trend sweeping across the country, smart vending machines have become the focus of the smart retail terminal market with their diversified business models, smaller footprint, and more advanced features. The smart vending machine profession in my country can be divided into four stages according to the innovation and application of skills: coin-operated mechanical, electronic, digital, and intelligent.   At that time, domestic vending machines were in the transitional stage of digitalization to high-end intelligence. The vending machines that entered the market have basically been digitized, and AI intelligence related skills are still being developed and tested, and have not been completely popularized. The essence of digitalization is to improve efficiency, and intelligence is more embodied in the human-computer interaction level to provide anthropomorphic experience, to make up for the shortcomings of unmanned retail without temperature.   Generally speaking, digitization and intelligence are the inevitable trend of self-service vending machine career development. Active vending machines: In the future AI intelligent new retail era, the development stage of my country's smart vending machines is divided. The development stage of my country's active vending machines is divided: the mechanical active vending era: the initial stage of the active vending machine in the domestic market. The equipment failure rate is high.  The age of electronic active vending: operating infrared sensor technology, USB data transfer technology, network management technology, SaaS system and multiple advanced skills, which improve the efficiency and accuracy of equipment operation. The era of digital intelligent sales: the ability to analyze operational data, combine multiple comparisons with regions, consumer groups, and category operations, optimize product selection, reduce supply chain costs, and improve customers with more cost-effective products and an intelligent new retail era.

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