  A natural extension of a homogeneous geodesic in homogeneous Riemannian
spaces $G/H$, known as a two-step homogeneous geodesic, can be expressed of the
form $\gamma(t)=\pi(\exp(tx)\exp(ty))$, where $x$ and $y$ are elements of the
Lie algebra of $G$. This paper aims to expand this concept to homogeneous
Finsler spaces. We provide certain sufficient conditions for $(\alpha,\beta)$
spaces and decomposable cubic spaces to possess a one-parameter family of
invariant Finsler metrics that can be classified as two-step Finsler geodesic
orbit spaces. Additionally, we present some illustrative examples of these
spaces.
