In this position paper we discuss the so far neglected, but from the point of view of real-world applications important aspect of evolution management of multi-model data. We provide a motivation scenario and we discuss key related challenges, such as multi-model data modelling, intra vs. inter model changes, global and local evolution operations, eager vs. lazy migration, and schema inference.