Hopsworks

Hopsworks is an AI lakehouse platform designed for teams building, deploying, and operating real-time machine learning (ML) systems. It offers a unified solution for feature engineering, MLOps, and large-scale data management with sub-millisecond retrievals, support for open data formats (Delta, Iceberg, Hudi), and native integration with Python and other popular ML frameworks. Hopsworks is suited for organizations that require robust end-to-end ML workflows, including feature stores, real-time inference, and scalable GPU compute for LLMs and other advanced models.