Dataiku Govern vs ModelOp

Dataiku Govern is the governance module of the Dataiku AI platform, providing centralized model registry, LLM registry, bundle registry, and workflow-based sign-off processes for AI project lifecycle management. It enables organizations to qualify AI projects by risk and value, enforce approval gates before model deployment, document traceability, and prepare for EU AI Act compliance with pre-built solution templates. Govern integrates natively with Dataiku's Design and Deployer nodes to provide end-to-end oversight without requiring separate tooling.

ModelOp provides a centralized platform for managing the full AI lifecycle, from intake to retirement, for ML, GenAI, Agentic AI, and vendor models. It offers a single system of record for AI inventory, automates policy enforcement and workflows, enables continuous monitoring for risks like bias and drift, and generates audit-ready reports. Targeted at complex regulated enterprises, it integrates with existing systems to accelerate AI deployment while ensuring compliance and control across teams. Distinct from MLOps tools or GRC systems, ModelOp orchestrates governance end-to-end, supporting internal and third-party AI at scale.