Resistivities of heavy-fermion insulators typically saturate below a characteristic temperature $T^*$. For some, metallic surface states, potentially from non-trivial bulk topology, are likely source residual conduction. Here, we establish an alternative mechanism: At low temperature, in addition to the charge gap, scattering rate turns into relevant energy scale, invalidating semiclassical Bol...