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Top 10 AI Solutions Transforming Chinese Retail in 2025

Artificial Intelligence is rapidly reshaping the retail landscape, and nowhere is this transformation more visible than in Chinese supermarkets. From AI-powered weighing systems to loss prevention and digital human kiosks, innovative solutions are redefining how retailers operate, reduce costs, and improve customer experience.

In this article, we explore the top 10 AI solutions revolutionizing Chinese supermarkets—practical technologies already making an impact on the ground.

1. AI Smart Replenishment Robot

Key Features:

  • Autonomously plans in-store routes and scans shelves.
  • Detects out-of-stock items in real time.
  • Generates restocking suggestions integrated with warehouse systems.
  • Pushes pending orders to terminals for approval and backend delivery.

Retail Benefits:


Supermarkets can reduce manual shelf inspections, cut labor costs, and ensure higher product availability. This results in improved customer satisfaction and fewer lost sales.

Ai smart replenishment robot - autonomous in-store route planning and shelf scanning system

2. AI-Powered Product Selection Tool

Key Features:

  • Uses sales-driven analytics to recommend high-potential product combinations.
  • Factors in price volatility, seasonal demand, and promotions.
  • Builds dynamic pricing strategies for better ROI.

Retail Benefits:


Helps retailers optimize purchasing windows, reduce overstock, and improve profit margins.

Chatgpt image 2025年7月7日 17 37 18

3. AI Vision-Based Weighing System (iScale by Winmore Digital)

Key Features:

  • AI-powered weighing solution for retail scales.
  • Enhances speed and precision at self-checkout counters.
  • Uses visual recognition to identify bulk items instantly.

Retail Benefits:


Customers simply place items on the scale for instant, accurate pricing—streamlining checkout and reducing errors. Ideal for fresh produce, bakery, and snack retailers.

A digital scale with ai-powered product recognition scanned the fresh produce on its platform and instantly displayed the weight and price on the screen.

4. Dynamic Pricing Electronic Shelf Label System

Key Features:

  • Remote, real-time price updates with e-ink displays.
  • Dynamic discounts based on freshness cycles, demand, and inventory.
  • Traceability queries and out-of-stock prediction.

Retail Benefits:


Maximizes inventory turnover while reducing waste from expiring products.

A digital scale with ai-powered product recognition scanned the fresh produce on its platform and instantly displayed the weight and price on the screen.

5. AI-Powered Smart Shopping Cart

Key Features:

  • Interactive display with member login.
  • Automatically scans and settles products during shopping.
  • Delivers personalized coupons and promotions.

Retail Benefits:


Creates a seamless shopping-to-marketing loop, boosting sales and customer engagement.

Ai - powered smart shopping cart in a supermarket, with an interactive display for member login, automatic product scanning and settlement, and delivery of personalized coupons and promotions to boost sales and customer engagement.

6. AI Loss Prevention at Self-Checkout (iDetector by Winmore Digital)

Key Features:

  • Edge-based digital human solution for kiosks and advertising screens.
  • Powered by offline large language models (LLMs).
  • Provides real-time, human-like customer interaction.

Retail Benefits:


Boosts customer engagement and delivers smarter, more interactive shopping assistance.

Ai - enabled retail solution alert: device shows ‘miss scan’ error, highlighting checkout system monitoring in retail settings

7. AI-Powered Digital Human Kiosks (iHuman by Winmore Digital)

Key Features:

  • Plug-in SDK solution compatible with existing self-checkout machines.
  • Uses AI vision recognition to detect missed scans and barcode fraud.
  • Triggers real-time alerts for customers and store staff.

Retail Benefits:


Retailers cut down on theft and human error while maintaining a frictionless checkout experience.

At the main entrance of a retail store, an ai self-service kiosk is placed, with a smiling ai digital assistant on the screen providing service to customers.

8. AI Smart Vending Cabinet

Key Features:

  • Enables contactless checkout with facial recognition or QR code.
  • Charges linked accounts automatically once the door closes.

Retail Benefits:


Perfect for 24/7 unattended retail, reducing staffing needs and ensuring convenience.

智能货柜

9. AI Shelf Out-of-Stock Monitoring Platform

Key Features:

  • Uses image analysis to identify product levels on shelves.
  • Sends automated restock alerts to staff via mobile.

Retail Benefits:


Ensures shelves are always stocked, preventing lost sales and improving customer satisfaction.

智能货架

10. AI Light-Guided Picking System

Key Features:

  • LED-enabled electronic shelf labels linked to picking system.
  • Uses multi-color lights to guide pickers in real time.

Retail Benefits:


Boosts efficiency for fresh and urgent online orders—ideal for supermarkets expanding into O2O retail.

电子价签

Why AI is the Future of Chinese Supermarkets

According to a McKinsey report, AI adoption in retail could increase operating margins by up to 60%. In China, where supermarkets face fierce competition and thin margins, AI-powered innovations are key to lowering costs, reducing shrinkage, and boosting efficiency.

Companies like Winmore Digital are leading this transformation, offering lightweight, plug-and-play AI solutions for weighing, self-checkout loss prevention, and digital human kiosks.

Frequently Asked Questions (FAQ)

Q1: What is the role of AI in Chinese supermarkets?

AI improves efficiency, reduces shrinkage, and enhances customer experience through automation and data-driven insights.

Q2: How do AI weighing systems help retailers?

They eliminate manual barcode entry, provide instant pricing, and speed up checkout, especially in fresh produce and snack categories.

Q3: Can AI prevent theft at self-checkout?

Yes. AI vision systems like Winmore Digital’s iDetector can detect missed scans, incorrect barcodes, and fraud in real time.

Q4: Which companies are leading AI retail innovation in China?
Major players include Alibaba, JD.com, and specialized solution providers like Winmore Digital.