Palladino is considering leaving Juventus as he can not be guaranteed regular first team action this season.
Fiorentina sports chief Pantaleo Corvino will try to convince Palladino to make the move to Florence.
Palladino has also been linked with Premiership giants Manchester United in recent months.
