Stop Ticket Switching: Retail AI Loss Prevention SDK

Retail shrinkage is a $100 billion global problem, and “Ticket Switching” (swapping a cheap barcode onto an expensive item) accounts for a massive portion of these losses.

For years, retailers faced a difficult choice: accept the losses, or upgrade to expensive GPU-powered AI systems that require replacing every POS terminal in the store.

🔗National Retail Federation Security Survey

Winmore Digital changes the equation. Our iDetector SDK brings cutting-edge computer vision to the hardware you already own.

The “Edge” Advantage: Why You Don’t Need a GPU

Most AI solutions on the market require high-end NVIDIA GPUs or constant cloud connectivity, which introduces latency and privacy risks. Winmore Digital takes a different approach.

We specialize in Edge AI optimization . Our deep learning models are hyper-optimized to run locally on the low-power chips found in 90% of retail scales and POS systems today.

Hardware Compatibility That Saves Millions

You don’t need to rip and replace your infrastructure. Our SDK runs smoothly on:

– Windows Legacy POS (iDetector Windows Service):

– CPU: Intel J1900 (Common in legacy POS)

– RAM: 4GB

– OS: Windows 7 or higher

– Android Smart Scales (iDetector Android Service):

– CPU: Rockchip RK3288

– RAM: 2GB

– OS: Android 7.1 or higher

By utilizing the full potential of the J1900 and RK3288 chips, we deliver real-time inference without the need for expensive hardware upgrades or cloud processing fees.

How It Works: Real-Time Ticket Switching Detection

The iDetector SDK integrates directly into your existing POS software flow. Here is the typical workflow:

1. Item Placement: A customer places “Cherries” (expensive) on the scale but scans a barcode for “Apples” (cheap).
2. Visual Verification: The Winmore AI algorithm analyzes the camera feed in milliseconds using the local CPU.
3. Mismatch Alert: The system recognizes the visual discrepancy between the scanned data (“Apples”) and the visual object (“Cherries”).
4. Intervention: The POS screen locks or alerts the cashier

immediately, preventing the transaction from finalizing. Privacy First: Because all processing happens locally on the device (Edge Computing), no sensitive video feeds are sent to the cloud, ensuring full compliance with GDPR and data privacy regulations.

Proven Scale: Technology Powering 200,000+ Stores

Experimental tech is risky in retail. You need proven stability.

Winmore Digital is not a startup testing beta software on your dime. Since 2018, our core AI technology has been deployed across a massive retail network. Today, our technology stack—spanning iScale, iDetector, and iCanteen —serves over 200,000 stores globally.

From busy supermarkets like Shengyuan to global retail chains, our algorithms handle millions of transactions daily, proving that high-accuracy AI can be stable, affordable, and scalable.

Why Choose Winmore’s SDK?

• Zero Latency:
  • Local processing means instant alerts, even if the store’s internet goes down.
• Cost Efficiency:
  • Runs on standard 64GB SSDs and 4GB RAM configurations.
• Easy Integration:
  • Our standardized SDK for Windows and Android allows your IT team to integrate vision protection in days, not months.

Ready to Secure Your Margins?

Don’t let ticket switching bleed your profits. Upgrade your existing fleet with intelligence, not new hardware.

[Contact Winmore Digital Today] to request the iDetector SDK documentation and start your pilot program.