Data Architecture is the efficient road map for a business to achieve its milestones, providing a framework for how data is processed through the backend system of an organization. Making the important specific data assets accessible to particular employees while keeping them end-to-end encrypted.
Data exists in many formats. A well-defined data structure can consume any sort of data no matter the format or the structure. Analyzing all this data helps you to gain new insights. But before integrating it into your business one should have good conceptual clarity about it
A data modeler shall be assigned for proper monitoring and representation of data while maintaining accuracy. They also create data models that determine the data structures, these models help to communicate to business people.