IBM Watson Studio Desktop was created for business analysts and data scientists to help them prepare and analyze their data and build predictive models within a single environment. The platform addresses its users' needs by offering a streamlined workflow for data analysis and developing models, all in a secure environment. The tool is easy to install, and subsequent system updates happen automatically. The software behind IBM Watson provides a fully integrated environment designed to make it easy to develop, train, and manage models.