If Dungeon Keeper 3 had released, it would have been the game of the series. It sought to answer the question: "What happens after you conquer the dungeon?" The answer was: You invade the world above.
While the official game was lost, the that exist today heavily borrowed from the cancelled DK3 design documents: dungeon keeper 3 gameplay