Charron was swept up by the automobile craze, and in 1901, in partnership with Léonce Girardot and Emile Voigt, he established a company called Automobiles Charron, Girardot et Voigt (CGV), at 7 rue Ampère in Puteaux, approximately 8 kilometers from the central Paris.