A model is a simplified representation of some aspect of a real system. Models are ephemeral: they are created, they explain a phenomenon, they stimulate discussion, they foment alternatives, and then they are replaced by new models. Models can be used for many reasons, such as understanding or improving an existing system, creating a new system, controlling a system, suggesting new experiments, guiding data collection activities, allocating resources, identifying cost drivers, increasing return on investment, identifying bottlenecks, helping to sell the product, and reducing risk. The purpose of this article is to show the development of a model for one physiological system. Our example is that of the smooth pursuit eye movement system. We give a lot of detail for this model because the detail is necessary in order to see the process. We hope that you, the reader, can see the forest through the trees.