The demand on organizations to utilize and rethink their existing analytical data pipelines and current data teams to extract even more valuable insights is a constant battle. By implementing a CDSP, organizations can gain the ability to solve more specific business domain problems. A CDSP gives analysts the mature environment, tools, and skills for data science-like capabilities that supercharge their existing business knowledge. The combination of more data sources, more capabilities, and more analysts will have a multiplier effect. It expands and enhances existing self-service analytics use cases, simplifies access to advanced analytics, and leads to new discoveries and applications that can generate additional value for the organization.