Optimizing system using Simulink Design Optimization

Let's imagine that you want a system to be controlled. Therefore, you go to Simulink, you build the model, you simulate it, you compare the response obtained in simulation with your real measured data, and you see that they do not match, what happened? Are you sure that you have found the correct parameters for your model?