Computing resources may automatically generate a rough draft of storyboard by using textual analysis to extract meaning from a screenplay. The storyboard may be accompanied by spoken dialog, sound effects, and a soundtrack. Users may provide pre-production decisions regarding appearance of characters and backgrounds. The users may include a community of different individuals who contribute content and suggest modifications to the storyboard. The computing resources may also access logic to select visual elements for the storyboard from libraries of existing content or from custom content prepared by one of the users. Pagination of the screenplay and location of dialog and action on the pages of the screenplay may be used to create a timeline for the storyboard and any accompanying audio.