Hopsworks

Hopsworks is a company that offers a flexible and modular feature store for data and AI teams. Their platform allows users to transition from monolithic ML workflows to independent feature pipelines, training pipelines, and inference pipelines. They provide seamless integration for existing pipelines, superior performance for any SLA, and increased productivity for data and AI teams. Hopsworks offers feature engineering at reasonable scale, role-based access control, project-based multi-tenancy, and custom metadata for governance. They support batch or streaming feature pipelines and can be deployed on various cloud or on-premise infrastructure. Hopsworks also provides enterprise support and aims to achieve an 80% reduction in cost over time starting from the second ML models are deployed in production. They specialize in MLOps and feature store solutions, allowing organizations to put their data into production faster and accelerate machine learning projects.