Peter Banks lives with his daughter Betty and son-in-law Brian but knows that his presence there is uncomfortable for all three. He meets Harry King and Harry's landlady, a single mother called Ellie. Gradually Peter, Harry and Ellie realise that they can fill the gaps in each other's lives and Peter moves into the spare room at Ellie's house.