Peter Berg will direct the picture that also stars JK Simmons and John Goodman, said The Hollywood Reporter.
In the film, Colby, 54, will play Billy Evans, who was a superintendent in the Boston Police Department during the investigation and subsequent manhunt surrounding the homegrown terrorist attack.
Colby's credits include "The Amazing Spider-Man 2" and the comedy "Tower Heist".