Understanding when to retrain or deprecate a model is crucial, especially when dealing with stale data or compliance issues. Having a comprehensive lineage graph helps track the data used for training and assess the model's ongoing business value. Additionally, awareness of resource requirements is essential, as deploying models on inadequate infrastructure can lead to failures.
