Her paternal great-grandfather, Bogić Camić Jovović, was a flag-bearer of the Vasojevići clan and an officer in the guard of King Nicholas I of Montenegro; his wife was Milica, after whom Milla was named.
Milla Jovovich ima tudi lastno produkcijsko podjetje, imenovano, Creature Entertainment.