This project required the development of a data ecosystem map that enabled domain experts to visualise the current architecture of the data systems. With a clear understanding of the core components, rules and relationships of the data that made up the organisations financial management systems, Goodline were able to make new functions, processes and reports that supported the company's continued growth. This project involved Microsoft SQL Server and Crystal reports.