Rattle That Lock" was recorded at various places, including Gilmour's Astoria houseboat studio and in Hove, Sussex, UK. The guitarist worked on the project with co-producer Phil Manzanera and wife and lyricist Polly Samson.

Gilmour launched a world tour in support of the record with a September 5 warm-up show in Brighton, UK before playing a sold-out 11-date European tour that included five shows at The Royal Albert Hall in London.