Guide
How to Choose a Data Analytics Platform
KNIME offers a leading no-code/low-code analytics platform designed for enterprise-scale data science with low total cost of ownership. Its open-source architecture enables full data science lifecycle support—from data prep and model training to deployment and monitoring—via a visual workflow interface. KNIME integrates with Python, R, TensorFlow, and major data sources, and allows scalable deployment as APIs or data apps. Built for collaboration and auditability, KNIME empowers both business users and expert data scientists with extensive AI/ML capabilities, seamless scripting support, and a vibrant open community to accelerate insights and innovation.