Zenml

ZenML is an open-source platform for orchestrating AI and ML workflows, enabling data scientists and ML engineers to build, deploy, and manage production-ready pipelines and agents on their own infrastructure. It supports running pipelines on various orchestrators and clouds, and provides tools for replaying and evaluating changes on production data before shipping, ensuring robust and reliable model operations (ML Ops). ZenML is trusted by enterprise teams for unified AI infrastructure and is SOC 2 Type II and ISO 27001 compliant.