Abstract: An apparatus may receive data. The data may include first data and second data. The first data may be received from a set of sensor devices located within one or more dispensing devices. The second data may be received from one or more devices located external to the one or more dispensing devices. The apparatus may process the data to generate a model. The apparatus may receive sensor data. The apparatus may determine a response action associated with the particular dispensing device based on the sensor data and the model. The apparatus may provide information associated with causing the response action to be implemented.

Abstract: A device may obtain sensor data regarding the vending device. The device may transmit the sensor data via a network connection for processing by a server. The server may store a data model. The server may be associated with identifying a response action associated with altering a configuration of the vending device. The device may receive information identifying the response action based on transmitting the sensor data via the network connection. The device may cause the response action to be performed based on receiving the information identifying the response action. The response action may be associated with altering a status of a component of the vending device. The device may provide information associated with identifying the status of the component.

Abstract: A system may include a client device. The client device may receive, from a set of vending devices and via a network connecting the set of vending devices with the client device, sensor data relating to a status of the set of vending devices. The client device may generate a user interface associated with providing information identifying the status of the set of vending devices. The client device may provide, for display, the user interface based on generating the user interface. The client device may detect, based on providing the user interface, a selection of an adjustment that is to be performed for a particular vending device of the set of vending devices. The client device may transmit, via the network, an instruction to the particular vending device to cause the adjustment to be performed for the particular vending device.

Abstract: An apparatus may receive data. The data may include first data and second data. The first data may be received from a set of sensor devices located within one or more dispensing devices. The second data may be received from one or more devices located external to the one or more dispensing devices. The apparatus may process the data to generate a model. The apparatus may receive sensor data. The apparatus may determine a response action associated with the particular dispensing device based on the sensor data and the model. The apparatus may provide information associated with causing the response action to be implemented.

Abstract: A system may include a client device. The client device may receive, from a set of vending devices and via a network connecting the set of vending devices with the client device, sensor data relating to a status of the set of vending devices. The client device may generate a user interface associated with providing information identifying the status of the set of vending devices. The client device may provide, for display, the user interface based on generating the user interface. The client device may detect, based on providing the user interface, a selection of an adjustment that is to be performed for a particular vending device of the set of vending devices. The client device may transmit, via the network, an instruction to the particular vending device to cause the adjustment to be performed for the particular vending device.

Abstract: A device may obtain sensor data regarding the vending device. The device may transmit the sensor data via a network connection for processing by a server. The server may store a data model. The server may be associated with identifying a response action associated with altering a configuration of the vending device. The device may receive information identifying the response action based on transmitting the sensor data via the network connection. The device may cause the response action to be performed based on receiving the information identifying the response action. The response action may be associated with altering a status of a component of the vending device. The device may provide information associated with identifying the status of the component.

Abstract: A high performance capability assessment model helps an automotive industry business meet the challenges of the global marketplace. As a result, the automotive industry business can achieve the clarity, consistency, and well-defined execution of core processes that reduce inefficiencies and waste that result from unnecessary process complexity and exceptions. In addition, the high performance capability assessment model helps the automotive industry business to identify specific areas in which improvements may be made and understand how to make the improvements, and establishes levels of capability along the way to reaching an ultimate capability goal.