Answer
Sophie, a British electronic music producer, has collaborated with a number of artists, including Madonna, Charli XCX, and Vince Staples. However, she has not collaborated with Beyoncé. This may be due to the fact that Beyoncé is a more mainstream artist than Sophie, and their styles of music may not be a good fit.