The movie, by EuropaCorp and FilmNation, is being helmed by John Madden of "Shakespeare in Love" fame, reported the Entertainment Weekly.
"Miss Sloane" also stars Mark Strong, Gugu Mbatha-Raw, Michael Stuhlbarg, Alison Pill, Jake Lacy, and Sam Waterston.
Gun violence is currently a hot button issue in America and the movie, given its timely subject, has a strong chance to become an award-season hopeful.
US Senate recently rejected bills to restrict gun sales despite pressure from public to restrict gun sales following the mass shooting in Orlando in June.