A filter driver intercepts communication data between a POS application and peripherals to detect operational anomalies without modifying existing software.
An edge gateway acquires video of commodities placed in a basket to count items without modifying the shopping cart structure.
A POS application prioritizes configuration files to optimize communication with connected peripheral devices.
Mobile device scans purchase items and identifies itemized components using image recognition technology.
Information processing apparatus identifies merchandise items by associating user pickup actions with purchase history data to resolve low-resolution surveillance limitations.
Segmenting the bagging station with load cells detects item removal deviations, preventing false alarms that disrupt transaction speed.