The rom-com follows a woman whose low confidence is keeping her from meeting the man of her dreams. After hitting rock bottom, her life turns around when a handsome suitor starts to pursue her.
The story comes from an idea from Mindy Kaling and Brent Forrester, who are producing with Nathan Kahane, Joe Drake and John Malkovich.
Anne Hathaway most recently portrayed Catwoman in The Dark Knight Rises and is headlining Tom Hooper's Les Miserables.
No production schedule has been released.