Hopsworks

Hopsworks is a comprehensive AI Lakehouse platform designed to streamline the development, deployment, and scaling of AI systems by integrating seamlessly with existing data infrastructures. It supports open table formats like Hudi, Delta, and Iceberg, enabling organizations to leverage their current data without the need for migration or re-architecture. Key features include a unified feature store that centralizes, manages, and monitors all AI features, ensuring data consistency and enabling sub-millisecond feature serving. The platform also offers robust MLOps capabilities, providing governance, resource management—including GPU orchestration—and project deployment across various environments, whether on-premises or in the cloud. Hopsworks is built on RonDB, a real-time AI database known for its high performance and availability, ensuring scalability and reliability for large-scale AI applications. Its flexible architecture caters to a wide range of AI workloads, from real-time inference to batch processing and large language models (LLMs), making it suitable for industries such as finance, online retail, and gaming. By offering seamless integration with existing data ecosystems and supporting open standards, Hopsworks empowers data scientists, machine learning engineers, and data engineers to build and deploy AI solutions efficiently, without the complexities of data migration or infrastructure overhaul.