Borgatti was born into a poor rural family from the Province of Ferrara in northern Italy and grew up illiterate, according to the music-performance historian John Rosselli.
In 1892 (some sources say 1893), Borgatti made his operatic debut at Castelfranco Veneto, singing the role of Faust in the opera of the same name by Charles Gounod.