Various methods, apparatuses/systems, and media for implementing an attended automation module are disclosed. A processor implements a primary desktop on a graphical user interface (GUI) window. The primary desktop is being created in response to calling a higher level application programming interface (API) from a higher level library in connection with a primary desktop session. The processor also determines that a primary session is being conducted on the primary desktop; accesses a lower level library that stores lower level APIs; calls the lower level APIs; dynamically creates, in response to calling the lower level APIs, a plurality of child desktops each associated with a corresponding lower level API; displays the plurality of child desktops on the GUI window; and simultaneously runs each of the plurality of child desktops on the GUI window in parallel independent of running of the primary desktop.