Jay-Z offered to let Lupe join his label, Roc-A-Fella, but Lupe didn’t accept it because he had his own label (1st & 15th) that he wanted to grow with.
He goes into greater detail in this interview
Cred to ForbiddenIdiot for adding this as a suggestion to the song.