Ilum - 2026 Pricing, Features, Reviews & Alternatives

Ilum is an open data lakehouse platform designed for data teams. It enables data management, analytics, and AI/ML workloads across cloud, on-premises, and hybrid environments. Ilum helps organizations overcome data silos, governance challenges, and vendor lock-ins by providing an open and scalable alternative to Cloudera and Databricks.

Ilum supports open table formats like Delta Lake, Iceberg, and Hudi, giving users flexibility without being locked into a single ecosystem. Its built-in SQL editor and JDBC interface allow integration with businesses intelligence tools like Tableau, Power BI, and Apache Superset. Data lineage tracking and governance features, including Open Lineage and Apache Ranger, ensure transparency and security.With native Spark on Kubernetes, Ilum provides auto-scaling, resource management, and support for large-scale data processing. Users can manage multiple clusters at once, benchmark performance, and create isolated environments for different teams. Built-in modules such as MLflow, Jupyter, Airflow, and dbt enable streamlined AI and ETL workflows.

Ilum's architecture allows users to activate only required tools, reducing complexity and optimizing performance. Whether migrating from Cloudera, seeking an on-premise alternative to Databricks, or building an AI-enabled data infrastructure, Ilum offers a solution with no vendor restrictions.