Offline-Ready Edge AI SDKs for Retail ISVs

AI Vision SDK for Retail Hardware & POS Systems.

Help your retail software or device solution integrate AI loss prevention, AI weighing, food recognition, and digital human capabilities with fast deployment, low-power hardware support, and custom delivery options.

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

Winmore Digital helps retail ISVs integrate offline-ready edge AI for self-checkout loss prevention, AI weighing, food recognition, and digital human kiosks. SDK/local service integration and custom delivery supported.

Built for Partners Who Need AI That Can Be Integrated Fast

Retail ISVs

Add AI loss prevention, AI weighing, food recognition, and kiosk intelligence to your software solutions faster.

POS Vendors

Enhance your checkout software with computer vision capabilities that improve efficiency, accuracy, and loss prevention.

System Integrators

Deliver tailored AI projects for retail, cafeteria, and self-service environments with proven deployment support.

Device Manufacturers

Embed edge AI into scales, kiosks, self-checkout terminals, and smart retail hardware with low deployment overhead.

Solve the AI Integration Problems That Slow Down Retail Innovation

  • Your customers want smarter self-checkout, but building computer vision from scratch is too slow.

  • Your solution needs to run on-site, but cloud-only AI creates latency, bandwidth, and privacy concerns.

  • Your hardware or POS platform needs AI, but deployment must work on practical, low-power devices.

  • Your customers expect more than a standard product, requiring flexible delivery and partner-friendly customization.

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.

iDetector

AI Loss Prevention camera built for ISVs, POS vendors and self-checkout manufacturers.

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 weighing SDK designed for scale manufacturers and retail OEM.

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.

iCanteen

Automated tray recognition SDK Designed for food service ISVs, POS vendors.

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.

iHuman

Digital Human SDK Designed for kiosk OEMs and smart display manufacturers.

Need More Than a Standard Product? We Support Custom AI Delivery

Not every partner project fits into a standard product flow. Winmore Digital supports custom delivery for partners who need AI adapted to specific hardware, workflows, environments, or integration requirements.

Custom model and workflow adaptation

Private deployment and offline deployment options

Partner-specific UI, API, and solution packaging

Trusted by Retail Partners

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.

Trusted by Retail ISVs, Manufacturers, and POS Providers

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.

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.

A product manager from a pos software company with asian features

James Wang

POS Specialist

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

Proven Retail Deployment Experience

> 18Years

Retail Vertical Experience

> 200000+

Retail Terminals 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 intel partner gold certificate beside the hp logo

Why Retail Manufacturers Choose Our AI Vision SDK

Hp and intel logos

Innovation & Partners

Transform standard hardware into intelligent systems with our advanced SDK. Strategic partnerships with HP and Intel guarantee stability and performance.

Processor chip surrounded by glowing blue circuit traces on a dark background

Edge Efficiency

Run complex models locally on J1900/RK3288 chips with zero cloud dependency. Ensure real-time recognition and 24/7 offline reliability.

Winmore digital infographic: 18 years of retail expertise, 150k retail clients served, and 85% r&d workforce

Experience

With 18+ years experience and 150,000+ global deployments, our algorithms are proven to handle diverse real-world scenarios with high accuracy.

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Compatibility

Seamlessly integrate into Android, Windows, and Linux. Upgrade your hardware lineup with minimal development effort and rapid deployment.

Built for retail ISVs, POS vendors, self-checkout OEMs, and smart device manufacturers.

Offline-Ready Deployment

Low-Power Hardware Friendly

SDK / Local Service Integration

Custom Delivery for Partner Solutions

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