This article introduces a reference architecture for integrating Siemens Industrial AI products with Azure. It enables seamless data flow from Siemens edge devices to Azure, simplifying monitoring and deployment of machine learning models. The architecture addresses challenges such as model visibility in Azure and ingestion of edge logs and metrics. It ensures reliability, security, cost optimization, operational excellence, and performance efficiency.Continue reading