Retail & E-commerce
Computer vision and sensor-fusion systems that enable friction-free checkout — tracking what shoppers pick up and billing them on exit without queuing at a till.
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Industry overview
Smart store checkout systems that use computer vision, weight sensors, and RFID technology to track product selection in real time — generating accurate bills and deducting inventory without a traditional checkout process.
At a glance
Queue time at checkout is one of the most consistent sources of retail customer dissatisfaction — and one of the most operationally expensive, requiring significant labour allocation to peak periods. Automated checkout removes the queue entirely for applicable store formats and reduces peak staffing requirements. ArrayMatic builds the underlying vision and sensing systems that make this operationally reliable.
We develop computer vision systems trained on product recognition tasks, integrated with weight sensor arrays and RFID shelving to provide redundant product identification. Customer journey tracking from entry to exit generates itemised baskets for mobile or contactless payment. Real-time inventory deduction updates stock counts on product selection — not on payment — enabling accurate availability displays and shrinkage monitoring. Loss prevention analytics monitor for anomalous basket patterns that indicate potential theft or system error.
Key capabilities
Engagements are scoped to your business context — these are the core capabilities we bring to retail & e-commerce clients.
Computer vision product detection trained on retailer-specific SKUs
Weight and RFID sensor fusion for identification redundancy
Customer journey tracking from store entry to exit
Real-time inventory deduction on product selection
Mobile and contactless payment integration
Loss prevention analytics for anomalous basket pattern detection
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