With the blueprint in place, the project team then builds the basic digital twin. The build phase begins with assembling the core data product. To do so, data teams engineer structured and unstructured data to ensure their quality and usability. This in turn enables the development of visualizations and allows data science professionals to build out one or two initial use cases that generate additional data and insights-and create an early digital twin.