As a Google Cloud Professional Machine Learning Engineer, you are tasked with defining a machine learning problem for a retail company that wants to predict customer churn. The company has provided you with historical customer data, including purchase history, customer service interactions, and demographic information. Which of the following steps is crucial in the initial phase of defining the machine learning problem to ensure the success of the project? Choose the two most critical steps from the options provided.