The project will be produced by Brian Grazer.
The story will follow the invisible man, who discovers a special formula that renders himself invisible. He is then recruited by a British intelligence agency during World War II.
Goyer, who recently directed The Invisible and Blade: Trinity, also plans to direct a film inspired by the X-Men series.