The aim of this paper is to show the existence of a canonical distance d ′ defined on a locally Minkowski metric measure space (X, d, m) such that:This new regularity assumption on (X, d, m) essentially forces the structure to be locally similar to a Minkowski space and defines a class of metric measure structures which includes all the Finsler manifolds, and it is actually strictly larger. The required distance d ′ will be the intrinsic distance d KS associated to the so-called Korevaar-Schoen energy, which is proven to be a quadratic form. In particular, we show that the Cheeger energy associated to the metric measure space (X, d KS , m) is in fact the Korevaar-Schoen energy.