The topic of this talk will be the problem of injectivity of the geodesic X-Ray transform in the setting of asymptotically hyperbolic manifolds. I will discuss how the geometric properties of such manifolds complicate the study of the X-ray transform, present some recent developments, and report on some ongoing work with Robin Graham.