How To Start Your Million Dollar app idea

To all the imaginative and creative people out there, I am sure that at least once in your life you have come across an idea you thought of and years later you find somebody else running a successful business off it. I do not mean to say they stole your idea but the fact that they were able to transform an idea to a profitable product or service.