Laatsch is a German language surname. It stems from the German word latschen for "to slouch along" and was probably used as a nickname for a person with a slouching gait or a limp. Notable people with the name include:
Brandon Laatsch, American filmmaker, YouTuber, and game developer
James F. Laatsch (born 1940), American politician from Wisconsin