Description
Dataiku is an enterprise AI and MLOps platform that supports deploying, monitoring, versioning, retraining, and governing machine-learning models. It integrates with platforms including AWS SageMaker, AzureML, Databricks, Google VertexAI, and Snowflake, and supports real-time API and scheduled batch deployments. Its capabilities include centralized model-health and drift monitoring, automated documentation and stress testing, version control and champion/challenger comparisons, and integration with CI/CD workflows through its Python API and tools such as Jenkins, GitLab CI, Travis CI, and Azure DevOps.