Caterina was born in Milan, one of the seventeen children of Bernabò Visconti, Lord of Milan, and Beatrice Regina della Scala (1331 - 18 June 1384).
Her niece, Isabeau of Bavaria, daughter of her eldest sister, Taddea, was a Queen consort of France upon her marriage in 1385 to King Charles VI.