Brady will kick off a campaign tour on Wednesday in Chicago.
Brady was the GOP nominee in 2010. In that race, he narrowly lost to Governor Pat Quinn.
Brady is the fourth Republican to announce his candidacy, joining State Senator Kirk Dillard, businessman Bruce Rauner, and State Treasurer Dan Rutherford.