Building Robust AI Models Building Robust AI Models: Best Practices for Data Preparation and Feature Engineering. In Artificial Intelligence (AI), the adage “garbage in, garbage out” holds truer than ever. The success of any AI initiative hinges critically on the quality of data used to train the models. Even with sophisticated algorithms, flawed data will…