Having concluded these, he was sent in 1904 to Milltown Park in Dublin for his theological studies and the Archbishop of Dublin William Walsh later ordained Sullivan as a priest in the chapel at Milltown Park on 28 July 1907. He said his first Mass at the convent of the Irish Sisters of Charity at Mount Saint Anne's in Milltown.
