Diagnosing Remotely: Data Or Domain Experience—Or Both? Many equipment and plant-specific operational challenges can be solved with principles-driven models that have known solutions to known problems. That said, data-driven, cloud-based models can handle more complexity to predict outcomes across multiple facilities in an enterprise.