KNIME is a free and open-source data analysis tool that provides a visual workflow builder, enabling users to create data science solutions and deploy them into enterprise production. It offers a comprehensive data science platform with features including data integration and transformation, model building, and visualization. KNIME is easy to learn and adopt, suitable for business domain experts, data scientists, as well as machine learning engineers.