In 1873 Bismarck chose Chlodwig to succeed Count Harry von Arnim as German ambassador in Paris, where he remained for seven years.
In 1885 Chlodwig was chosen to succeed Edwin Freiherr von Manteuffel as governor of Alsace-Lorraine, incorporated after the 1870 war against France.