Azure Well-Architected AI Workload Architecture — AZURE architecture diagram

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

August 17, 2026 at 3:15 PM

Type

architecture

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