Villas-Boas is hoping that he can persuade Chelsea owner Roman Abramovich to make a player plus cash bid worth around £30million for the Brazil international.
The Blues have been strongly linked with a move for Chelsea ever since 2009.
Pato scored 14 times in 25 appearances for AC Milan last season.