 His father was born in Como, Italy, whereas his mother, Anna Maria Stickelmeyer, was German.His son Franz (Ignaz) Anton Bagnato (1731–1810) also worked as an architect.In 1729, he was offered the chance to execute a major re-design of the castle in Altshausen.