Scenes set on Chop House Street in Renegade Nell were shot at Hampton Court Palace, Molesey, which has previously featured in period dramas such as Queen Charlotte: A Bridgerton Story, Bridgerton, The Favourite, Belgravia and The Great.
Robbery scenes set around Tottenham were shot in the popular woodland near Farnham. The countryside has previously been the backdrop to many TV series and films, including Ridley Scott's film Napoleon, Gladiator, Harry Potter, Warhorse, Thor, Wonder Woman and Transformers 3, as well as Netflix's The Crown and The Witcher.
The series was formerly known as "The Ballad of Renegade Nell".
Disney announced in July 2024 that the series had been cancelled after one season.