We identify a class of differential spaces which contains orbit spaces of
proper actions of Lie groups on smooth manifolds. In this class, we prove an existence
and uniqueness theorem for integral curves of derivations of smooth functions. We
give a necessary and sufficient condition for a derivation to generate a local one
parameter group of local diffeomorphisms.