Chiellini's actions could have breached Prandelli's 'code of conduct' so close to the World Cup.
But he insists: "I have looked again and again at what Chiellini did.
"For me, it is not a violent act."
Prandelli added: "Do I expect criticism for my decision? My code of ethics has been controversial for four years!"