Although the augmented analytics vendors are continuously adding new capabilities to their products, there are some fundamental things that enterprises need to get right. Augmented analytics tools also come with pre-built machine learning models to empower any user to do single click forecasts, identify trends and trend reversals, anomalies, outliers -- tasks that in the past required involvement from professional data scientists.