
MAIoT offers ZenML to standardize ML workflows and improve reproducibility. ZenML is an extensible open-source MLOps framework that builds portable, production-ready ML pipelines. It is cloud- and tool-agnostic and targets data scientists, ML engineers, and MLOps developers to collaborate as they develop to production. The framework integrates with a range of tools and environments to enable scalable, repeatable ML across teams and stacks.

MAIoT offers ZenML to standardize ML workflows and improve reproducibility. ZenML is an extensible open-source MLOps framework that builds portable, production-ready ML pipelines. It is cloud- and tool-agnostic and targets data scientists, ML engineers, and MLOps developers to collaborate as they develop to production. The framework integrates with a range of tools and environments to enable scalable, repeatable ML across teams and stacks.