The intense beam of muon and electron neutrinos with precisely known energy distributions provided by the stored-muon facility (nuSTORM) shall allow for a rich physics program with considerable impact in our understanding of fundamental properties of neutrinos and their interactions. The physics case for such a facility is presented, with emphasis on neutrino cross section measurements and the search for exotic processes in scattering and short-baseline flavor transitions.