15. A Throughput Manager Device (TMD) comprising: a transceiver for receiving input attributes associated with an event from one or more remote entities via a network connection; the transceiver further for receiving an information request from a remote client access device via the network connection, the information request being a request for calculated quantifiable outcomes for a plurality of events; a controller operatively coupled to the transceiver; and one or more memory sources operatively coupled to the controller, the one or more memory sources storing instructions for configuring the controller to: calculate a quantifiable outcome for each of the events from a trained model based upon at least two or more input attributes of the respective event, wherein the outcome represents a numerical, continuous or categorical outcome; and generate an information reply including a graphical display indicating the numerical/continuous output value or the category output of each of the events.
15. A Throughput Manager Device (TMD) comprising: a transceiver for receiving input attributes associated with an event from one or more remote entities via a network connection; the transceiver further for receiving an information request from a remote client access device via the network connection, the information request being a request for calculated quantifiable outcomes for a plurality of events; a controller operatively coupled to the transceiver; and one or more memory sources operatively coupled to the controller, the one or more memory sources storing instructions for configuring the controller to: calculate a quantifiable outcome for each of the events from a trained model based upon at least two or more input attributes of the respective event, wherein the outcome represents a numerical, continuous or categorical outcome; and generate an information reply including a graphical display indicating the numerical/continuous output value or the category output of each of the events. 16. The TMD of claim 15 , wherein the one or more remote entities include: a client device; and a server device.