In this contributed article, Steve Harris, CEO of Mindtech, discusses how data drift is a growing problem affecting almost two-thirds of organizations. Synthetic training data is becoming richer, more diverse, and closely aligned to real world data and has emerged as a solution to overcome the potential of data drift.