Abstract: Various methods, apparatuses/systems, and media for automatically determining screen interaction readiness times of an application are disclosed. A processor establishes a communication link between an application embedded within a computing device and a server via a communication interface; receives user input from the user on a login screen of the application to launch the application; runs, in a background of the application, a plurality of screens in response to receiving the user input to launch the application; implements, in response to running, a preconfigured ML/AI algorithm; applies the ML/AI algorithm to a plurality of signals associated with interaction ready state of corresponding screen of the plurality screens; processes the plurality of signals based on the applied ML/AI algorithm; and automatically determines interaction ready state of each screen of the plurality of screens based on the processed plurality of signals prior to launching the application.