The vending industry has undergone innovative changes over the past few years with the help of machine learning and artificial intelligence technologies. This helps to better interact with customers and provide them with a better user experience.

Digitalization and the development of the Internet are accelerating the development of innovations and modernizing many areas of human life. The introduction of machine learning methods, digital imaging, RFID technologies expand the possibilities for interacting with potential customers and irrevocably change the future of smart devices.

1. Consumer behavior patterns

It's essential to understand consumer behavior patterns for determining their choices. The learning process in neural connections takes place based on all available information about users. And after the system predicts their future actions and possible preferences while choosing products.

2. Effective management to ensure the safety of goods

RFID tags attached to each product allow you to track expiration dates.This important information will help you make more informed decisions about inventory consumption and replenishment schedules, and also reduce waste. In addition, smart fridges are equipped with a security system with cameras, sirens, motion sensors and shelves with scales for additional control. The owners have remote access to the security system, and at any time they will be warned about problems in the service.

3.  Data analysis in creating a sales strategy.

With the help of sales data, collected using RFID technology inside vending machines, it is easy to analyze which products are in greatest demand and where the best sales are.

4. Transactions via Neuroshop mobile app

Thanks to the intelligent transaction capabilities through the Neuroshop mobile app the buying process in Smart fridge is as fast and secure as possible. You just need to download the app and log in it, add your payment card so that the payment will be charged automatically.

In the future, artificial intelligence will change the idea of automated retail by improving the customer interactions quality through customized offers. Facial recognition technology, often used in many systems, will pave the way for intelligent user interactions in standalone POS Neuroshop.