Las Palmas had been working on signing the former Ghana international since early July, and finally reached an agreement ahead of the 2016-17 season.
Boateng is the fourth signing of the close-season by the Liga club, joining Helder Lopes, Marko Livaja and Michel Macedo.
The 29-year-old will be presented to fans at the Estadio Gran Canaria on Tuesday evening.