A repository of features, i.e. the key data inputs that have the biggest impact on machine learning models.
Some enterprises now use feature stores to assist their feature engineering efforts. Feature stores are platforms for defining features, curating them and then serving them to various ML algorithms and models. They also can assist with data transformation as described in step 1 above.