The film, produced by two-time Academy Award nominee Smith, is adapted from John Huston's screenplay by Oscar-winning screenwriter and actress Emma Thompson and Aline Brosh McKenna.
Sony is planning for a late-fall production start with an anticipated release in 2014.
"I have been writing the script for nearly three years; it's exciting," said Thompson in an earlier interview with BBC News. "… Jay-Z has already started working on the music."
As previously reported, the film will include some of the Annie classics, which were written by Charles Strouse and Martin Charnin, but some will be cut for additions by Jay-Z. The rapper previously reworked "It's the Hard Knock Life" into his "Hard Knock Life (Ghetto Anthem)," a single from his third album entitled "Vol. 2… Hard Knock Life."
Annie opened April 21, 1977, at the Alvin Theatre and went on to win the New York Drama Critics Circle Award for Best Musical, seven Drama Desk Awards including Best Musical, the Grammy for Best Cast Show Album and seven Tony Awards, including Best Musical, Best Book (Thomas Meehan) and Best Score (Charles Strouse, Martin Charnin). The show was one of the biggest Broadway musical hits of the 1970s, running for almost six years and playing 2,377 performances. The musical was previously filmed in 1982 and remade for ABC-TV in 1999.
Annie's score includes "Maybe," "It's the Hard Knock Life," "You're Never Fully Dressed Without a Smile," "Easy Street," "I Don't Need Anything But You" and "Tomorrow."
The current Broadway revival, under the direction of James Lapine, plays the Palace Theatre and stars Lilla Crawford.