In this paper we describe the space of multihyperbolic numbers and build a theory of multihyperbolic analysis. We also consider applications of the multihyperbolic valued norm in an analytic theory of multicomplex numbers, Cauchy-Kovalevskaia extensions in different settings, and describe future directions of research in this direction.