"Heligoland" features a diverse range of collaborations, contributing to its rich and varied soundscapes. One of the most notable collaborations is with vocalist Elizabeth Fraser of Cocteau Twins, whose ethereal voice adds a haunting beauty to several tracks. The album also sees contributions from other artists and musicians, reflecting Massive Attack's openness to incorporating different musical styles and talents into their work.