Founded in December 2023 by a team of former researchers for Google DeepMind headed by Udio's CEO, David Ding, the program received financial backing from the venture capital firm Andreessen Horowitz and musicians will.i.am and Common, among others. Critics praised its ability to create realistic-sounding vocals while others raised concerns over the possibility that its training data contained copyrighted music.