Concept | Govern for MLOps¶

As organizations strive to efficiently and responsibly scale the use of AI, governance and program oversight become more critical than ever. Dataiku Govern offers a suite of features that give companies even more confidence and control over their AI initiatives.

If we take a closer look, Dataiku Govern can play a key role in machine learning lifecycle management. Tracking models in a centralized registry, utilizing sign-offs, and performing model maintenance are ways that you can take advantage of the Govern node for your MLOps goals.

An overview of the four main features of Govern: Standardized project workflows, risk and value assessments, centralized model registry, and approvals and sign-off.

If you want to learn more about employing Govern for MLOps, check out these articles:

If you are interested in learning about the complete governance framework that Dataiku offers, you can follow our Dataiku Govern course in the Academy.