Identify the factors causing the events. Knowing the causes helps plan the actions with highest ROI. Identify what causes churn, what products cannibalize others, and which groups are most likely to respond to promotions along with many more valuable insights.
Simulate potential actions and effects to ensure minimal false starts. Identify and plan for actions that have the highest chances of success.