We conducted visual analytics to find out the organizational structure of the group within Kasios Factory. Given nine large scale datasets on communication and purchase information between employees, we utilized Tableau visualization toolset to determine company growth and potential suspicious employees. Additionally, we created communication network graphs in R to present interactions between those suspicious employees.