A new and distinct Phalaenopsis plant named ‘Olivia’ particularly characterized by flowers which are white with a purple/violet haze and purple/violet stripes and a purple labellum plants which may be propagated economically and uniformly using tissue culture plants which produce more than one inflorescence long and sturdy inflorescences and relatively short, dark-green foliage.