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

iDetector—AI Loss Prevention for Self Checkout

iDetector adds AI-powered loss prevention to any self-checkout, detecting Barcode Switching,Fake Scanning and Barcode Obstruction. Built for checkout hardware makers, POS providers, and retail operators.

Self Checkout Is Easy—But Risky

Self-checkout has transformed the retail experience, making shopping faster and easier. But with growing adoption comes a hidden cost: increased shrinkage.

Self-checkout Loss Rate

2%

Manual Loss Rate

0.4%

Flexible Integration Options for All Retail Partners

Winmore Digital supports both plugin and integrated modes, adaptable from pilots to full deployments.

Self - checkout pos system with a loss - prevention add - on device, showing an external scanner as a plugin for loss prevention integration in a grocery store setting

Plugin Mode

Just plug in our camera via USB and install our AI loss prevention software on your self-checkout system. With a few quick configurations, you’re ready to detect scan fraud, item swaps, and other common issues—right at checkout.

✅Fast deployment in 10 mins
✅No coding requirement
✅Cost-effective

Self - checkout pos terminal with loss prevention system integration, featuring an in - built anti - theft icon for lp - connected functionality in a supermarket

Integrated Mode

For retailers seeking a more advanced AI loss prevention experience, we offer a system integration mode.This approach requires connecting your POS software with our AI engine. While it involves a short development cycle, the result is a smoother, smarter, and more accurate self-checkout process—optimized to reduce loss and protect revenue.

✅Stronger interaction between checkout and loss prevention
✅Better loss recognition accuracy

Plug, Play, and Prevent Loss——The Most Lightweight AI Loss Prevention Solution.

Whether you’re a POS software provider, hardware manufacturer, or a chain retailer. 

How We Help？

Ai retail loss prevention: hand - blocked barcode on bordeaux wine bottle

Barcode Obstruction

iDetector,AI-powered detecting solution designed for self-checkout and POS vendors, offering as plug-in or SDK with a camera to enable effective AI fraud detection and loss prevention.

Ai retail loss prevention: fake coca - cola bottle scanning

Fake Scanning

Fake scanning happens when shoppers pretend to scan items without actually doing so.
Using advanced AI vision loss prevention, our system identifies these deceptive actions in real time, protecting your store from shrinkage and fraud.

Ai retail loss prevention: mismatched durian & banana barcodes

Barcode Switching

Switching barcodes from expensive to cheaper products is a frequent fraud method.
Our AI compares the visual features of the item with the scanned code, instantly detecting wrong barcode and stopping theft before checkout is completed.

Stop Shrink Before It Happens — With AI for Retail

Real-Time Detection

Our system detects barcode scans in real time at self-checkout stations. Every scan is verified instantly by our AI engine, helping retailers detect barcode obstruction or suspicious activity as it happens. Fast, accurate, and always watching.

Instant Alerts

When the system detects irregular scanning behavior—such as fake scans or barcode switching—it triggers immediate alerts. This includes flashing indicator lights at the checkout and real-time messages sent to store staff. The related video footage is also recorded and stored automatically for quick review and verification.

Comprehensive Reporting

Our reporting dashboard provides clear data on loss-related incidents, including the number of events, estimated value of prevented losses, and potential shrink impact. These insights help retail teams understand fraud patterns, quantify recovery efforts, and make smarter decisions powered by AI.

AI Across Multiple Platforms

No Matter Your Self Checkout — AI for Windows, Android Platforms

Windows SDK

Android SDK

Save $141,000 Per Year Per Device with AI-Powered Loss Protection

Our AI solution helps retailers take back control.By using intelligent vision detection during the self-checkout process.Based on real case projections, each device is estimated to recover up to $141,000 in annual loss.

Integrate AI loss prevention into all self-checkout Kiosks

Our iDetector algorithm software empowers both countertop and freestanding self-checkout kiosks to integrate AI loss prevention capabilities.

Vertical freestanding self - checkout kiosk set, including a scanner accessory.

AI for Countertop Self-checkout Kiosks

By adding our proprietary AI camera and iDetector algorithm software to countertop self-checkout kiosks, we enable intelligent loss prevention through real-time product recognition.
This solution is ideal for small-format convenience stores and grocery shops, where space is limited but efficiency matters.

Freestanding self - checkout kiosk equipment, including a scanner and the main terminal

AI for Freestanding Self-checkout Kiosks

For freestanding self-checkout kiosks, our AI camera and iDetector software bring advanced AI-powered loss prevention capabilities.
This solution is best suited for large supermarkets and spacious community stores looking to enhance checkout accuracy and reduce shrink.

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