Implementing an effective strategy for holistically managing data resources is a key challenge our clients face today. A synergistic approach from data acquisition through model training and retraining is crucial for performant machine learning models. To solve this problem, Figure Eight Federal has created a best practices methodology based on over 15 years innovating in the machine learning space.