In an interview with New Zealand Herald, he described "I'm a Mess" as him being in a bad situation after he hurt a person, "I think it's important to stay double-sided.
The production of "I'm a Mess" was done by Sheeran's regular collaborator, Jake Gosling and was recorded at his Sticky Studios in Windlesham, Surrey.