He was arrested after the revolution of 10 August, but succeeded in escaping, and during the Thermidorian Reaction which followed the fall of Maximilien Robespierre, Regnaud de Saint-Jean d'Angély was appointed administrator of the military hospitals in Paris. His powers of organization brought him to Napoleon's notice.