Marketing Mix Models are often discussed as if the hardest problem is fitting the model. In practice, fitting the model is only the beginning. The harder challenge is turning a complex, uncertain statistical model into something that can reliably support real-world decisions. Our approach is built around a simple idea: separate learning the system from using...