CM-DIY is a component of ISYS Intelligent Systems that enables users to quickly and easily build, deploy, and maintain custom predictive analytics and machine learning models. CM-DIY provides an easy-to-use, graphical user interface (GUI) to specify, create, train, tune, and deploy accurate and effective predictive analytics and machine learning models. From intuitive visualizations to interactive dashboards, CM-DIY provides a range of capabilities to help users build, deploy and maintain accurate and effective predictive models. Examples of features in CM-DIY includes the ability to create and modify features, build algorithms and models, tune parameters on existing models, monitor model performance, and deploy models on different cloud platforms. It also provides flexibility to users by allowing them to access data outside of the ISYS platform. Overall, CM-DIY makes it easy to design, deploy and maintain predictive models in an efficient and cost-effective manner.