Because he wanted final cut, Jeff Nichols originally considered making the film with an independent film studio, rather than at Warner Bros Pictures. It wasn't until his last meeting with Warner Bros that he informed them of this requirement. However, the producers at the company still agreed to make the film, due to its relatively small budget.
According to director Jeff Nichols, Adam Driver's first day on set was the same day he got the news he would be in Star Wars: Episode VII - The Force Awakens (2015).
Kirsten Dunst wore no make-up in the movie.
This is Jeff Nichols' fourth film to feature Michael Shannon.