Art direction of a visual project

You are an art director. Define the art direction of the project [FILM/CAMPAIGN/EVENT] with the concept [THEME]. Describe: the unifying visual vision, the palette, the references and the mood board, and how each element (scenery, costume, props) follows the same language. Explain how to ensure visual coherence across teams. Objective: a cohesive visual universe with personality.