The natural home for ML workloads inside the Azure perimeter, complementary to AI Foundry.
Azure Machine Learning is Microsoft's managed platform for the full ML lifecycle: data labelling, training, experimentation, deployment, monitoring and governance. It complements Azure AI Foundry by covering classical ML, custom model training and MLOps at scale.
I design Azure ML architectures aligned to your security boundary: workspace isolation, private endpoints, fine-grained role-based access control, model registry governance, and integration with Defender for Cloud and your existing CSPM tooling.