Methods, apparatus and systems related to pre-production stage of a movie, a TV show or a multimedia content are described. In one example aspect, a pre-production system for producing a multimedia digital content including a movie includes a user interface operable to receive information about a storyline, cameras, cast, and other assets for the movie from a user, a processor, and a memory including processor executable code. The processor executable code upon execution by the processor configures the processor to determine one or more scenes based on the storyline, generate one or more machine-readable scripts corresponding to the one or more scenes, and automatically update the one or more machine-readable scripts to satisfy one or more constraints for producing the multimedia digital content.