According to Variety, Adam Sandler is producing the project along with partner Todd Garner.
Salma Hayek is said to be circling a lead role in the film.
King of Queens star James wrote the script with sitcom writer Rock Reuben.
Production is expected to begin in March.
James and Sandler co-star in comedy Grown Ups, opening in US cinemas on June 25.