graph TD Root[🔝 Root Management Group (Tenant)] Root --> ProdMG[📂 Management Group: Prod] Root --> DevTestMG[📂 Management Group: Dev & Test] Root --> SharedMG[📂 Management Group: Shared Services] Root --> PartnersMG[📂 Management Group: Partners & Pilots] ProdMG --> AppAI[📄 Subscription: App & AI Services] ProdMG --> DataAnalytics[📄 Subscription: Data & Analytics] AppAI --> AppServices[Azure App Services / Functions] AppAI --> Cognitive[Azure OpenAI / Cognitive Services] AppAI --> Speech[Azure Speech & Language Services] AppAI --> Monitoring[Azure Monitor & App Insights] DataAnalytics --> Synapse[Azure Synapse / Data Lake] DataAnalytics --> Cosmos[Azure SQL / CosmosDB] DataAnalytics --> AML[Azure Machine Learning] DataAnalytics --> Purview[Azure Purview] DevTestMG --> AISandbox[📄 Subscription: AI Sandbox] DevTestMG --> FrontendDev[📄 Subscription: Frontend Dev] AISandbox --> MLStudio[Azure ML Studio] AISandbox --> TestData[Isolated test datasets] FrontendDev --> StaticWeb[Azure Static Web Apps] FrontendDev --> DevLabs[DevTest Labs] SharedMG --> IdentityAccess[📄 Subscription: Identity & Access] SharedMG --> Security[📄 Subscription: Security & Compliance] IdentityAccess --> AAD[Azure Active Directory B2C] IdentityAccess --> KeyVault[Azure Key Vault & Policy] Security --> Defender[Defender for Cloud] Security --> Sentinel[Azure Sentinel (SIEM)] Security --> Audit[Audit Logs & Compliance Policies] PartnersMG --> BetaSubs[📄 Subscription: Early Access / Daycare Beta] BetaSubs --> Regions[Region-specific environments] BetaSubs --> Telemetry[Customer telemetry (anonymized)] BetaSubs --> Feedback[Feedback loop integration]