A brightly lit smart retail store showcasing advanced retail ai solutions, including ai-driven checkout and weighing systems, with products displayed throughout the store.

AI Vision SDK for Retail Hardware & POS Systems.

AI Vision SDK for Retail Hardware & POS Systems.

Edge-based AI recognition technology for scale manufacturers, POS vendors and self-service OEMs and more.

Edge-based AI recognition technology for scale manufacturers, POS vendors and self-service OEMs and more.

AI Vision Solutions Built for Retail Manufacturers

Winmore Digital provides AI Vision SDK solutions for retail technology providers.
designed for fast integration, edge deployment, and cross-platform compatibility.

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.
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.

iScale

AI Recognition for Retail Weighing Scales

iScale is an AI-powered weighing SDK that enables real-time product recognition directly on retail scales.

Key capabilities:

  • Fresh produce recognition
  • Mixed-category product identification
  • Local model training support
  • Android, Windows, Linux compatibility
  • No cloud dependency

Designed for scale manufacturers and retail OEM partners.

iDetector

AI Checkout Loss Prevention for Self-Checkout & POS

iDetector is a vision-based AI detection SDK for self-checkout systems.

It detects:

  • Missed scans
  • Incorrect barcode scanning
  • Product-switch fraud
  • Abnormal checkout behavior

Built for POS vendors and self-checkout manufacturers.

An ai recognition camera is installed on a self-service kiosk, actively detecting issues such as unscanned barcodes, missed scans, or incorrect barcode during the checkout process to.
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.

iHuman

Digital Human SDK for Self-Service Kiosks

iHuman is an edge-based digital human solution powered by offline large language models.

It enables:

  • Real-time interaction
  • Voice and visual communication
  • Multi-language support
  • Fully offline deployment

Designed for kiosk OEMs and smart display manufacturers.

iCanteen

AI Vision for Food Checkout

iCanteen enables automated tray recognition and food checkout in cafeteria and bakery environments.

Key benefits:

  • Fast multi-item recognition
  • Accurate billing
  • Reduced manual input
  • Seamless POS integration
An ai recognition camera is installed on a cafeteria checkout machine, identifying the dishes on the tray and displaying the recognized results on the screen.

Proven Retail Deployment Experience

> 18Years

Retail Vertical Experience

> 200000+

Retail Stores Served Worldwide

> 93%

AI Recognition Accuracy Rate

> $347M

Amount Of Transactions

Strategic Technology Partnerships

Winmore Digital works closely with global technology partners including HP and Intel to ensure high-performance deployment across retail hardware ecosystems.

Winmore digital’s booth at the "making ai real" 2025 hp commercial ai strategy & ai pc launch event, hosted by hp.

Trusted by Retail Manufacturers and POS Providers

AI-powered weighing solution for retail scales that enables faster and more accurate measurements, enhancing efficiency and precision in retail environments.

As an OEM for self-service kiosks and displays, we needed a cloud-free digital human solution. iHuman’s edge-based tech with offline LLMs delivers real-time, human-like interactions—no latency, even in low-network spots. iHuman’s offline capability isn’t just a technical advantage; it’s a competitive edge that lets us deliver smarter, more reliable solutions across retail, healthcare, and hospitality.

We conducted a 10-store pilot of Winmore Digital’s AI-powered loss prevention solution for our retail clients, achieving exceptional results. Seamlessly integrated via SDK with our existing POS systems within five days without hardware modifications, As our clients feedback, by accurately detecting missed scans, incorrect barcodes in real-time, it delivers approximately $5,800 in monthly savings per store.

A female executive in the retail industry

Alice Johnson

Retail Manager

A male director of an ai-powered weighing scale manufacture

Michael Thompson

OEM Director

A product manager from a pos software company with asian features

James Wang

POS Specialist

Served Various Retail Clients

The logo of winmore digital's oem client, histone.
The logo of winmore digital's oem client, bizerba.
The logo of winmore digital's oem client, wintec.
The logo of winmore digital's oem client, teraoka.
The logo of winmore digital's retail store client, spar.
The logo of winmore digital's retail store client, cp group.
The logo of winmore digital's retail store client, rt mart.
The logo of winmore digital's retail store client, century mart.
The logo of winmore digital's pos client, lemon.
The logo of winmore digital's pos client, heading.
The logo of winmore digital's pos client, kmtech.
The logo of winmore digital's pos client, kindee.

Why Retail OEMs Choose Our AI Vision SDK

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AI-Powered Retail Innovation

We empower the digital transformation of the retail sector through cutting-edge AI technologies. Our solutions are built on a foundation of core technologies including Computer Vision, Large Language Models (LLMs), and Edge Computing. To ensure our solutions are both advanced and highly compatible, we maintain deep partnerships with industry leaders such as HP and Intel.

With 18 years of experience in the retail industry, we have served over 150,000 store locations worldwide. More than 85% of our team is dedicated to research and development, driving continuous innovation.

Extensive Industry Experience

With over 18 years of dedicated focus on retail technology and intelligent solutions, our core team brings extensive industry experience to every project. This expertise is demonstrated by our proven track record of serving over 150,000 stores worldwide. Our commitment to continuous innovation is driven by our robust Research & Development team, which comprises 85% of our workforce.

Our ai solutions are cross-platform, supporting android, windows, and linux environments to meet diverse deployment needs.

Superior Cross-Platform Compatibility

Our hardware and software are designed for seamless integration and are fully compatible with mainstream operating systems, including Android, Windows, and Linux. This high degree of flexibility allows for rapid deployment and a streamlined go-live process, enabling effortless adaptation of our solutions across diverse edge device environments.

Integrate AI Vision Into Your Retail Systems

A scale manufacturer

A POS software provider

A self-checkout vendor

A kiosk OEM

Get in touch with us