Asymptotically Conical Calabi-Yau manifolds are non-compact Ricci-flat Kähler manifolds that are modelled on a Ricci-flat Kähler cone at infinity. I will report on joint work with Hans-Joachim Hein concerning the construction and classification of such manifolds.