DataRobot

About

Enterprise AI platform for automated machine learning. Build, deploy, and manage ML models at scale.

• Automated machine learning (AutoML) with parallel algorithm testing.
• Visual model comparison, ranking, and selection dashboard.
• Model explainability via SHAP, LIME, and partial dependence plots.
• MLOps suite with drift detection, performance alerts, and retraining schedules.
• Cloud-agnostic deployment on AWS, Azure, GCP, or on-premise.