As businesses grow in complexity and demand more automation and flexibility, many are actively exploring KNIME alternatives. While KNIME is powerful, certain limitations in UI flexibility, cloud-native features, and advanced automation capabilities push users to look for a modern alternative to KNIME that better fits their evolving analytics strategies in 2025.