Hopsworks

Streamlines AI development with a scalable feature store and MLOps platform. Build, deploy, and scale production ML systems with Hopsworks. The Feature Store and MLOps platform for real-time AI, trusted by leading teams. It’s a centralized system for managing and serving ML features for training and inference. It supports AWS, Azure, GCP, and on-premises via Kubernetes. The Community version is free for individuals and small teams to try. RonDB enables sub-millisecond latency for real-time feature serving. It supports Python, Spark, Flink, TensorFlow, PyTorch, and more. Hopsworks focuses on AI workflows with a feature store, while Databricks emphasizes Spark.