Approach to Uber’s driver incentive structure, focusing on personalized weekly goal planning. By integrating behavioral insights and empirical driver data, the proposed solution addresses the key drivers of churn, particularly among new and part-time drivers - by reducing uncertainty and fostering sustained engagement.