What components are in a AZURE architecture architecture?

A AZURE architecture architecture typically includes compute, storage, networking, security, and monitoring components. This diagram on Diagrams.so shows "Azure Well-Architected AI Workload Architecture" with all key services connected in a production-ready pattern. Fork it to customize for your specific use case.

How do I design a architecture architecture on AZURE?

Designing a architecture architecture on AZURE involves selecting the right managed services, defining data flows, security boundaries, and observability. This Diagrams.so template "Azure Well-Architected AI Workload Architecture" is a production-ready starting point — fork it, customize it, and download as .drawio or export as PNG/SVG.

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About This Architecture

AI workload architecture aligned with Azure Well-Architected guidance for generative and discriminative AI. Features Azure AI services behind API Management, Data Factory for ETL, Synapse Analytics for feature engineering, Cosmos DB for vector storage, and comprehensive monitoring with Application Insights. Fork this diagram on Diagrams.so to customize the AI model pipeline and data sources for your ML workload. Source: https://learn.microsoft.com/en-us/azure/well-architected/

Azure Well-Architected AI Workload Architecture

AzureCurated TemplateData Pipeline

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Created by

March 14, 2026

Updated

March 24, 2026 at 11:40 PM

Type

architecture

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