At the age of 15, on 2 November 1848, he took the Franciscan habit in the Friary of Montiano, Romagna, with the name Gregory.
In 1860 Grassi was assigned to Taiyuan, China, where he was appointed Mission Promoter, Director of the mission orphanage, and choirmaster at the seminary there.