We introduce, for every graded manifold, a formal exponential map defined in a purely algebraic way and study its properties. As an application, we give a simple construction of Dolgushev-Fedosov resolutions of the algebra of smooth functions of graded manifolds. The talk is mainly based on a joint work with Mathieu Stiénon.