Abstract: In some embodiments, system, apparatuses, and methods are provided herein useful for managing retail product inventory including a plurality of locations each having a corresponding location decay rate associated by a central control system. A central control system comprising a central control circuit coupled with memory storing code that when implemented causes the central control circuit to: determine, at a current time and for each detected first product, a confidence value corresponding to a level of confidence that the first product is still present and within a first threshold area corresponding to a first location where the first product was most recently sensed. The confidence value may decay over time proportional to a first decay period of time.

Abstract: In some embodiments, system, apparatuses, and methods are provided herein useful for managing retail product inventory including a plurality of locations each having a corresponding location decay rate associated by a central control system. A central control system comprising a central control circuit coupled with memory storing code that when implemented causes the central control circuit to: determine, at a current time and for each detected first product, a confidence value corresponding to a level of confidence that the first product is still present and within a first threshold area corresponding to a first location where the first product was most recently sensed. The confidence value may decay over time proportional to a first decay period of time.

Abstract: In some embodiments, system, apparatuses, and methods are provided herein useful for managing retail product inventory including a plurality of sensors configured to detect individual presence of multiple different products within a retail shopping facility. A central control system communicatively coupled with the plurality of sensors to receive sensor information comprising identifiers detected by the plurality of sensors. The central control system comprises a central control circuit coupled with memory storing code that when implemented causes the central control circuit to: access the received sensor information and determine, at a current time and for each detected first product, a confidence value corresponding to a level of confidence that the first product is still present and within a first threshold area corresponding to a first location where the first product was most recently sensed. The confidence value may decay over time proportional to a first decay period of time.

Abstract: In some embodiments, system, apparatuses, and methods are provided herein useful for managing retail product inventory including a plurality of sensors configured to detect individual presence of multiple different products within a retail shopping facility. A central control system communicatively coupled with the plurality of sensors to receive sensor information comprising identifiers detected by the plurality of sensors. The central control system comprises a central control circuit coupled with memory storing code that when implemented causes the central control circuit to: access the received sensor information and determine, at a current time and for each detected first product, a confidence value corresponding to a level of confidence that the first product is still present and within a first threshold area corresponding to a first location where the first product was most recently sensed. The confidence value may decay over time proportional to a first decay period of time.