ML / AutoML · DataRobot
DataRobot: enterprise AutoML & MLOps
Automated feature engineering, model search, deploy/monitor with governance
DataRobot delivers an end-to-end AutoML and MLOps platform with no-code/code workflows, time series and NLP support, built-in feature engineering, explainability, and production monitoring across cloud or on-prem deployments.
AutoML pipelines
Automated feature engineering, model search, leaderboards, and reusable blueprints you can edit.
Deploy & monitor
One-click deployment with drift/bias monitoring plus champion/challenger and shadow testing.
Explainability & governance
SHAP, PDP, compliance-ready reports, approvals, and access controls for regulated teams.
Flexible integrations
APIs/SDKs and notebooks with multi-cloud or on-prem support to fit enterprise environments.
适用场景 / Use cases
- Enterprise AutoML and model factory
- Risk, marketing, and fraud modeling
- Time-series forecasting and demand planning
- Production model monitoring and governance