In a scenario where a retail company aims to reduce customer churn by leveraging machine learning, which role is primarily responsible for defining how the model's output should be utilized to address this specific business challenge? Consider the following constraints: the solution must be scalable, cost-effective, and comply with data privacy regulations. Choose the best option.