KNIME is an open-source data analytics, reporting, and integration platform that uses a visual workflow system with drag-and-drop nodes. It supports machine learning, data mining, statistical analysis, and integration with Python, R, and Spark.. Here are 12 similar ai data analysis worth considering as KNIME alternatives.