For an integer k≥1, the objective of \textsc{k-Geodesic Center} is to find a set C of k isometric paths such that the maximum distance between any vertex v and C is minimised. Introduced by Gromov, \emph{δ-hyperbolicity} measures how treelike a graph is from a metric point of view. Our main contribution in this paper is to provide an additive O(δ)-approximation algorithm for \textsc{k-Geodesic Center} on δ-hyperbolic graphs. On the way, we define a coarse version of the pairing property introduced by Gerstel \& Zaks (Networks, 1994) and show it holds for δ-hyperbolic graphs. This result allows to reduce the \textsc{k-Geodesic Center} problem to its rooted counterpart, a main idea behind our algorithm. We also adapt a technique of Dragan \& Leitert, (TCS, 2017) to show that for every k≥1, k-\textsc{Geodesic Center} is NP-hard even on partial grids.