Seldon

Enterprise MLOps platform for model deployment, monitoring, and governance

Code & DevelopmentFreemium

Seldon is an enterprise MLOps platform focused on model deployment, explainability, and governance for production AI systems. Seldon Core, the open-source foundation, provides Kubernetes-native model serving that supports any ML framework with standardized inference APIs. Seldon Deploy adds enterprise capabilities including model monitoring that detects data drift, feature drift, and model performance degradation; explainability tools that explain individual predictions for auditing; outlier detection; and A/B testing with automated rollback. The platform is used in regulated industries including financial services and healthcare where model governance, audit trails, and explanation capabilities are compliance requirements.

Key Features

• ✓Kubernetes-native serving
• ✓Data drift detection
• ✓Model explainability
• ✓A/B testing
• ✓Audit trails
• ✓Compliance features