Paul Rudd is set to star
Michael Douglas is set to star, with Evangeline Lilly also in talks to join the cast.
Edgar Wright is directing the superhero film, with Kevin Feige producing. Wright also co-wrote the script with Joe Cornish. Production is set to start in April.
Plot details are still vague, but fans have suspected Wright is taking a different approach. It is also unknown what role Wilson would take.
Wilson is repped by CAA and Anonymous Content. News was first reported by Deadline.