Experiment Tracking
Logs parameters, metrics, and artifacts to track machine learning experiments.
Model Registry
Allows discovering, sharing, managing models, and tracking deployment status.
Model Deployment
Supports deployment as REST APIs or batch inference with reproducible packaging.
Observability and Tracing APIs
Provides tracing and observability for AI applications, including notebook debugging and customizable dashboards in managed versions.
Integration Support
Integrates with over 40 applications and frameworks, plus supports OpenTelemetry.