DreamWorks will begin production on the film in October with distributor Paramount Pictures releasing the movie worldwide, Variety.com reported Tuesday.
Weisz will play a mother whose young girl was abducted and thought to have been murdered.
Carolynne Cunningham, Jackson Walsh and Aimee Peyronnet will all produce, and Film 4's Tessa Ross will be the executive producer alongside Ken Kamins and Jim Wilson.
The movie will be filmed in Pennsylvania and New Zealand.
Weisz has previously been in "The Mummy" franchise and won an Oscar for "The Constant Gardener."