Azure Cloud Adoption Framework Skill

This skill provides expert guidance for planning and executing cloud adoption using Azure Cloud Adoption Framework. Covers strategy, planning, readiness & landing zones, adoption patterns, governance, security, operations & management, organization & teams, and adoption scenarios. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
• Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Strategy	L37-L56	High-level cloud and AI adoption strategy: defining business goals, exec alignment, cost, security, resiliency, sustainability, and workload-specific plans (AI, data, SAP, Oracle, AVD, VMware, hybrid).
Planning	L57-L86	Planning cloud adoption, migration waves, modernization roadmaps, cost/skills readiness, and detailed plans for workloads (AI, data, Oracle, SAP, AVS, AVD, analytics) on Azure.
Readiness & Landing Zones	L87-L215	Designing and operating Azure landing zones: network topology, identity, subscriptions, governance, automation/DevOps, multitenant setups, and workload‑specific patterns (AVS, SAP, analytics, Oracle, AKS).
Adoption Patterns	L216-L251	Patterns and step-by-step guides for migrating, modernizing, and operating workloads on Azure, including AI agents, AVD, VMware, SAP, Oracle, and cloud-scale analytics data platforms.
Governance	L252-L293	Designing and enforcing Azure governance: policies, tagging, cost control, compliance, responsible AI, data governance, and landing zone guardrails across services and hybrid/Arc environments
Security	L294-L329	Designing and governing secure Azure landing zones: Zero Trust, IAM/RBAC, encryption, DevOps/AKS/Arc/Oracle/SAP/analytics security, network protection, and ongoing security operations.
Operations & Management	L330-L374	Operating, monitoring, automating, and optimizing Azure environments and workloads (incl. AKS, AVS, AVD, Oracle, SAP, analytics), plus BCDR, compliance, and AI agent operations.
Organization & Teams	L375-L398	Designing org structures, roles, RACI, and team topologies (CCoE, AI/analytics, DevOps, ops, security, governance) to align people and processes for Azure and AI cloud adoption.
Adoption Scenarios	L399-L504	End-to-end Azure adoption patterns: CAF-based landing zones, governance, security, networking, identity, BCDR, and operations for AI, AKS, PaaS, VDI, RHEL, ARO, Oracle, SAP, and analytics.

Strategy

Topic	URL
Create a business strategy and plan for AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/business-strategy-plan
Define executive strategy to unify enterprise data platforms	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/data/executive-strategy-unify-data-platform
Create an enterprise AI adoption strategy on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/strategy
Assess strategic benefits of Azure Virtual Desktop adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/strategy
Incorporate Azure VMware Solution into cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/strategy
Integrate cloud-scale analytics into cloud adoption strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/strategy
Define unified hybrid and multicloud operations strategy with Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/strategy
Align Oracle on Azure migration with cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-landing-zone-strategy
Define cloud strategy for SAP workloads on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/strategy
Create a business-aligned cloud adoption strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/
Assess and improve your cloud adoption strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/assessment
Incorporate cost efficiency into cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/inform/cost-efficiency
Plan resiliency as part of cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/inform/resiliency
Integrate security considerations into cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/inform/security
Embed sustainability goals into cloud strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/inform/sustainability
Define motivations, mission, and objectives for cloud	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/motivations

Planning

Topic	URL
Plan enterprise data architecture to support AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/data-architecture-plan
Define technology plan for AI agents on Microsoft	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/technology-solutions-plan-strategy
Plan Azure cloud-native application solutions	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/cloud-native/plan-cloud-native-solutions
Plan Azure migration waves for large estates	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/migration-wave-planning
Create detailed workload migration plans to Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/plan-migration
Prepare workloads for reliable migration to Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/prepare-workloads-cloud
Plan Azure cloud modernization strategies and roadmap	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/modernize/plan-cloud-modernization
Prepare organization for Azure cloud modernization	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/modernize/prepare-organization-cloud-modernization
Assess workloads for Azure cloud migration readiness	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/assess-workloads-for-cloud-migration
Use a cloud-native startup adoption plan template	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/cloud-native-adoption-plan
Discover and prioritize workload inventory for migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/discover-existing-workload-inventory
Document a comprehensive Azure cloud adoption plan	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/document-cloud-adoption-plan
Plan Azure architectures for accurate cost estimation	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/estimate-total-cost-of-ownership
Use a migration-focused cloud adoption plan template	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/migration-adoption-plan
Prepare your organization and plan for cloud adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/prepare-organization-for-cloud
Plan skills readiness and training for Azure adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/prepare-people-for-cloud
Select appropriate cloud migration strategies per workload	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/select-cloud-migration-strategy
Plan Azure Virtual Desktop migration using CAF Migrate	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/plan
Plan cloud adoption with Azure VMware Solution workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/plan
Plan cloud-scale analytics adoption in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/plan
Plan capacity for Oracle workloads on Azure VMs	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-capacity-planning
Plan capacity for Oracle Autonomous Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-capacity-planning-oracle-database-azure-autonomous-database
Plan capacity for Oracle Exadata Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-capacity-planning-oracle-database-azure-exadata
Plan Oracle on Azure workload migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-landing-zone-plan
Plan migration of Oracle workloads to Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-migration-planning
Create a SAP on Azure cloud adoption plan	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/plan

Readiness & Landing Zones

Topic	URL
Prepare Azure environment with landing zones for workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/
Use Azure Virtual Network Manager in landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/azure-virtual-network-manager
Design on-premises connectivity topologies to Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/connectivity-to-azure
Design connectivity to Azure PaaS services securely	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/connectivity-to-azure-paas-services
Connect Azure landing zones to other cloud providers	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/connectivity-to-other-providers
Design Azure–Oracle Cloud Infrastructure connectivity	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/connectivity-to-other-providers-oci
Define Azure landing zone network topologies	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/define-an-azure-network-topology
Design DNS for hybrid on-premises and Azure environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/dns-for-on-premises-and-azure-resources
Plan secure, scalable Azure application delivery	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-app-delivery
Plan inbound and outbound internet connectivity in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-inbound-and-outbound-internet-connectivity
Plan IP addressing for Azure and hybrid networks	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-ip-addressing
Use Azure Bastion for secure VM remote access	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-virtual-machine-remote-access
Integrate Private Link with Private DNS at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/private-link-and-dns-integration-at-scale
Use standard abbreviations in Azure resource names	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/resource-abbreviations
Define Azure resource naming conventions at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming
Implement traditional hub-and-spoke Azure networking	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/traditional-azure-networking-topology
Design Virtual WAN network topology in landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/virtual-wan-network-topology
Set up Microsoft Entra ID for Azure identity	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/identity
Create and scale initial Azure subscriptions correctly	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/initial-subscriptions
Create and scale Azure subscriptions correctly from day one	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/initial-subscriptions
Design and manage Azure RBAC access control	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/manage-access
Configure Azure monitoring and reporting foundations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/monitoring-reporting
Organize Azure resources for governance and cost	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/organize-resources
Select Azure regions for compliant resilient workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/regions
Refactor and expand Azure landing zones with IaC	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/
Plan automation strategy for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/automation
Define development lifecycle strategy for landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/development-strategy-development-lifecycle
Apply test-driven development to Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/development-strategy-test-driven-development
Apply DevOps principles to Azure landing zone deployment	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/devops-principles-and-practices
Select a DevOps toolchain for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/devops-toolchain
Design multistage environments for Azure delivery	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/environments
Use infrastructure as code to evolve landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/infrastructure-as-code-updates
Plan Azure regions for landing zone deployments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/regions
Design and manage sandbox landing zone environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/sandbox-environments
Test Azure landing zone deployments and policies	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/testing-approach
Transition existing Azure environments to landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition
Understand Azure landing zones as environment foundation	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/
Use duplicate management groups to audit landing zone alignment	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/align-approach-duplicate-brownfield-audit-only
Transition existing management groups to landing zone hierarchy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/align-scenario-multiple-management-groups
Align regional dev/test/prod structures to landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/align-scenario-regional-org
Migrate a single-subscription Azure environment to landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/align-scenario-single-subscription
Define and configure Microsoft Entra tenants for Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/azure-ad-define
Understand CSP service agreements in Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/azure-billing-cloud-solution-provider
Design Enterprise Agreement enrollment for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/azure-billing-enterprise-agreement
Align Microsoft customer agreement with Entra tenants	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/azure-billing-microsoft-customer-agreement
Design Azure billing offers and Entra tenant alignment	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/azure-billing-microsoft-entra-tenant
Design identity and access management for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/identity-access
Implement hybrid identity with Entra ID in landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/identity-access-active-directory-hybrid-identity
Design application identity and access for cloud-native apps	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/identity-access-application-access
Design identity and access for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/identity-access-landing-zones
Keep Azure landing zone configurations current	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/keep-azure-landing-zone-up-to-date
Manage app environments with landing zone subscriptions	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-application-environments
Automate Azure landing zone deployments across tenants	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/automation
Use canary environments for multitenant Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/canary
Apply multitenant considerations to Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/considerations-recommendations
Leverage Azure Lighthouse in multitenant landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/lighthouse
Use multiple Entra tenants in Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/overview
Evaluate scenarios requiring multiple Entra tenants	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/multi-tenant/scenarios
Design Azure network topology and connectivity	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/network-topology-and-connectivity
Design platform automation and DevOps for landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/platform-automation-devops
Design Azure resource organization for landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/resource-org
Design Azure management group hierarchy for scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/resource-org-management-groups
Plan and design Azure subscription strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/resource-org-subscriptions
Design and implement subscription vending in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/subscription-vending
Define subscription vending product lines for workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/subscription-vending-product-lines
Use Azure landing zone design areas for architecture	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-areas
Apply Azure landing zone core design principles	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-principles
Choose platform landing zone implementation options	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/implementation-options
Apply Azure landing zone patterns for ISVs	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/isv-landing-zone
Plan your journey to target Azure landing zone architecture	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/landing-zone-journey
Adapt Azure landing zones for multinational compliance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/landing-zone-multinational
Prepare Azure landing zones specifically for migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/ready-azure-landing-zone
Tailor Azure landing zone reference implementations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/tailoring-alz
Deploy AKS clusters with landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator
Deploy Azure API Management landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/landing-zone-accelerator
Use App Service landing zone accelerator at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/landing-zone-accelerator
Use RHEL landing zone accelerator on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/landing-zone-accelerator
Deploy Azure Red Hat OpenShift landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/landing-zone-accelerator
Deploy Azure Container Apps landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/container-apps/landing-zone-accelerator
Deploy Azure Integration Services landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/landing-zone-accelerator
Prepare Azure landing zones for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/ready
Understand Azure VMware Solution networking fundamentals for design	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/azure-vmware-solution-network-basics
Establish cross-tenant network connectivity for Azure VMware SDDCs	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/cross-tenant-network-connectivity
Configure dual-region AVS connectivity with Virtual WAN and Global Reach	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/dual-region-virtual-wan-global-reach
Configure dual-region AVS connectivity with Virtual WAN without Global Reach	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/dual-region-virtual-wan-without-global-reach
Design dual-region network topology for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-dual-region-network-topology
Design identity and access for Azure VMware Solution landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-identity-and-access-management
Design enterprise-scale network topology for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-network-topology-connectivity
Automate Azure VMware Solution platform deployment and operations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-platform-automation-and-devops
Choose enterprise-scale connectivity architectures for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/example-architectures
Use secure Virtual WAN topologies with Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/introduction-virtual-wan-azure-vmware-solution
Design inbound internet connectivity for Azure VMware Solution workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/network-design-guide-internet-inbound-connectivity
Design outbound internet connectivity for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/network-design-guide-internet-outbound-connectivity
Use the Azure VMware Solution network design guide for landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/network-design-guide-intro
Prepare network connectivity for Azure VMware Solution landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/network-get-started
Manage ingress and egress traffic from Azure VMware Solution natively	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/network-hub-spoke
Design on-premises connectivity for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/on-premises-connectivity
Review Azure landing zones for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/ready
Configure single-region AVS connectivity with Virtual WAN and Global Reach	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/single-region-virtual-wan-global-reach
Configure single-region AVS connectivity with Virtual WAN without Global Reach	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/single-region-virtual-wan-without-global-reach
Connect Azure VMware Solution private clouds to Azure virtual networks	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/virtual-network-connectivity
Design private network topology for cloud-scale analytics environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/connect-to-environments-privately
Design and connect data landing zones for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-landing-zone
Design a data management landing zone for analytics governance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-management-landing-zone
Understand enterprise enrollment and Entra tenants for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-enterprise-enrollment-and-azure-ad-tenants
Implement cross-region connectivity for data landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-network-considerations-cross-region
Implement single-region connectivity for data landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-network-considerations-single-region
Design network topology and connectivity for analytics landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-network-topology-and-connectivity
Organize management groups and subscriptions for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-resource-organization
Introduce cloud-scale analytics landing zones on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/overview-cloud-scale-analytics
Review Azure landing zones for cloud-scale analytics workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/ready
Design network connectivity for Arc-enabled Kubernetes clusters	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-network-connectivity
Organize resources for Azure Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-resource-organization
Design network connectivity for Azure Arc-enabled servers	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-arc-servers-connectivity
Organize Azure Arc-enabled server resources and tags	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-resource-organization
Implement hybrid and multicloud landing zones with Arc	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/enterprise-scale-landing-zone
Connect application tiers to Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/application-connectivity-design
Configure Azure Arc connectivity for Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/azure-arc-connectivity-design
Implement core networking for Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/core-network-design
Design network topology for Oracle on Azure VMs	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-network-topology-iaas
Design Oracle Database@Azure landing zone networking	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-network-topology-odaa
Organize Oracle Database@Azure resources and subscriptions	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-resource-organization-oracle-database-azure
Design identity and access management for SAP on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/eslz-identity-and-access-management
Design SAP on Azure network topology and connectivity	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/eslz-network-topology-and-connectivity
Prepare Azure landing zones for SAP migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/ready

Adoption Patterns

Topic	URL
Standardize process to build secure AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/build-secure-process
Choose single-agent vs multi-agent AI architectures	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/single-agent-multiple-agents
Build resilient cloud-native solutions on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/cloud-native/build-cloud-native-solutions
Deploy cloud-native Azure solutions with safe rollout	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/cloud-native/deploy-cloud-native-solutions
Decommission on-premises workloads after Azure migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/decommission-source-workload
Execute structured Azure workload migrations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/execute-migration
Execute Azure cloud modernization projects safely	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/modernize/execute-cloud-modernization
Apply replatform, refactor, rearchitect modernization patterns	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/modernize/modernization-cloud-replatform-refactor-rearchitect
Assess environments for Azure Virtual Desktop migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/migrate-assess
Deploy and migrate Azure Virtual Desktop workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/migrate-deploy
Execute post-deployment and release for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/migrate-release
Run an Azure Virtual Desktop proof of concept	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/proof-of-concept
Migrate on-premises VMware workloads to Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/migrate
Implement source-aligned data applications for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-application-source-aligned
Create and serve data products in cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-landing-zone-data-products
Use data application reference patterns on landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-reference-patterns
Scale cloud-scale analytics using multiple data landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/scale-architectures
Build a metadata-driven, data-agnostic ingestion engine on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/automated-ingestion-pattern
Implement data ingestion patterns for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/data-ingestion
Choose Azure Data Lake access tiers and lifecycle policies	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/data-lake-key-considerations
Design data lake zones and containers for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/data-lake-zones
Apply best practices for data science on cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/data-science-best-practices
Implement platform automation and DevOps for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/manage-platform-automation-devops
Provision cloud-scale analytics landing zones and DevOps services	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/manage-provision-platform
Apply Azure Well-Architected principles to data workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/well-architected-framework
Design migration connectivity for Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/migration-connectivity-design
Automate Oracle Exadata Database@Azure platform deployment	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-platform-automation-devops-oracle-database-azure
Automate SAP deployments on Azure with DevOps	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/eslz-platform-automation-and-devops
Migrate SAP platforms to Azure using specialized tools	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/migrate
Choose Azure connectors for SAP data integration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-choose-azure-connectors
Optimize SAP data extraction performance and troubleshooting	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-data-extraction-performance-troubleshooting
Identify SAP data sources for Azure integration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-identify-sap-data-sources

Governance

Topic	URL
Implement governance and security for AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization
Implement governance and security for AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization
Establish responsible AI policies for AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/responsible-ai-across-organization
Assess and prioritize cloud governance risks	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/govern/assess-cloud-risks
Document effective Azure cloud governance policies	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/govern/document-cloud-governance-policies
Enforce Azure cloud governance policies at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/govern/enforce-cloud-governance-policies
Monitor and remediate Azure cloud compliance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/govern/monitor-cloud-governance
Design an Azure resource tagging strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/resource-tagging
Implement cost tracking across Azure business units	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/track-costs
Configure Azure governance and compliance controls	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/governance-compliance
Set up Azure cost management and billing governance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-setup-guide/manage-costs
Improve governance for Azure landing zones over time	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/landing-zone-governance
Map regulatory security controls to Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/control-mapping/security-control-mapping
Implement policy-driven guardrails with DINE policies	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/dine-guidance
Design Azure governance tooling in landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/governance
Migrate custom Azure landing zone policies to built-ins	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/migrate-azure-landing-zone-policies
Adopt a service enablement framework for Azure services	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/service-enablement-framework
Update Azure landing zone custom policies safely	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/update-custom-policies
Manage Azure Policy at scale with Enterprise Policy as Code	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/policy-management/enterprise-policy-as-code
Govern AKS costs using Kubecost and Kubernetes tooling	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/cost-governance-with-kubecost
Apply governance to Azure API Management landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/governance
Implement governance for Azure Integration Services landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/governance
Extend cloud governance to Azure Virtual Desktop environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/govern
Apply security, governance, and compliance disciplines to Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-security-governance-and-compliance
Extend cloud governance to Azure VMware Solution environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/govern
Use Azure Policy to govern cloud-scale analytics resources	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-policies
Define data governance processes for analytics estates	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-components
Implement a data catalog with Microsoft Purview	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-data-catalog
Establish data quality management for analytics platforms	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-data-quality
Apply data lifecycle management policies in analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-lifecycle
Manage data lineage for cloud-scale analytics governance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-lineage
Govern and manage master data in Azure analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-master-data
Define metadata standards for governed analytics data	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-metadata-standards
Identify requirements for governing distributed enterprise data	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/govern-requirements
Set governance, security, and compliance baseline for Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-governance-disciplines
Implement cost governance for Azure Arc-enabled servers	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-cost-governance
Establish governance, security, and compliance for Arc servers	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-security-governance-and-compliance
Apply governance, security, and compliance for SAP on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/eslz-security-governance-and-compliance

Security

Topic	URL
Define network encryption between on-premises and Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/define-network-encryption-requirements
Restrict cross-tenant Private Endpoint connections	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/limit-cross-tenant-private-endpoint-connections
Design Zero Trust-aligned landing zone segmentation	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-landing-zone-network-segmentation
Plan Azure network traffic inspection and monitoring	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/azure-best-practices/plan-for-traffic-inspection
Enhance security posture of Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/landing-zone-security
Secure Azure DevOps and GitHub for landing zone delivery	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/security-considerations-overview
Design RBAC and access control for DevOps tools	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/security-considerations-tools
Design encryption and key management in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/encryption-and-keys
Establish a security foundation in Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/security
Apply Zero Trust practices across landing zone design areas	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/security-zero-trust
Implement security governance and controls for AKS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/security
Secure Azure API Management frontends, backends, and portal	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/security
Design identity and access management for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-identity-and-access-management
Apply security and compliance design to cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-security-governance-and-compliance
Secure cloud-scale analytics with governance-driven controls	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/secure
Design authentication for cloud-scale analytics in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/secure-authentication
Implement authorization and RBAC for analytics environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/secure-authorization
Protect personal data and privacy in cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/secure-data-privacy
Implement identity and access management for Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-identity-access-management
Secure Azure Arc-enabled servers with identity and access controls	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-identity-and-access-management
Design IAM for Oracle Database@Azure across Azure and OCI	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-iam-odaa
Secure Oracle workloads on Azure VM landing zone	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-security-overview-iaas
Implement defense-in-depth security for Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-security-overview-odaa
Secure SAP data integration architectures on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-data-integration-security
Secure SQL Server databases for SAP on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-database-security
Implement security operations for SAP on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-security-operations
Apply security best practices during cloud adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/adopt
Govern Azure cloud estate with security focus	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/govern
Manage Azure cloud estate with continuous security	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/manage
Plan secure Azure cloud adoption activities	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/plan
Prepare a secure Azure landing zone foundation	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/ready
Integrate security into cloud adoption strategy	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/strategy

Operations & Management

Topic	URL
Integrate and operate AI agents across organization	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/integrate-manage-operate
Optimize Azure cloud-native solutions post-deployment	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/cloud-native/optimize-cloud-native-solutions
Administer and control Azure cloud operations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/administer
Plan and configure monitoring for Azure estates	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor
Protect and ensure reliability of Azure estates	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/protect
Prepare Azure cloud operations using RAMP model	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/ready-cloud-operations
Optimize Azure workloads after migration	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/migrate/optimize-workloads-after-migration
Optimize and operate Azure workloads post-modernization	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/modernize/optimize-after-cloud-modernization
Implement shared management cloud operations model	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/plan/shared-management-operating-model
Design management foundations for Azure environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management
Design platform-level BCDR for Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-business-continuity-disaster-recovery
Deploy baseline monitoring for Azure landing zone platform	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-monitor
Design operational compliance monitoring for Azure platforms	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-operational-compliance
Design inventory and visibility for Azure platform services	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-platform
Implement workload management and monitoring in landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/landing-zone/design-area/management-workloads
Operate and manage Azure Kubernetes Service environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/management
Implement platform automation and DevOps for AKS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/platform-automation-and-devops
Operate and monitor Azure API Management landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/management
Automate and implement DevOps for Azure API Management	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/platform-automation-and-devops
Operate and monitor Azure Integration Services landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/management
Integrate Azure Virtual Desktop into operations management	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/manage
Implement enterprise-scale BCDR operations for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-business-continuity-and-disaster-recovery
Design management and monitoring for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/eslz-management-and-monitoring
Operate and manage Azure VMware Solution private clouds	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/manage
Plan business continuity and disaster recovery for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-business-continuity-and-disaster-recovery
Implement management and monitoring for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/eslz-management-and-monitoring
Adopt DevOps practices for cloud-scale analytics platforms	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/manage
Implement data observability for analytics and data mesh	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/manage-observability
Automate onboarding and management of Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-automation-disciplines
Implement CI/CD and GitOps for Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-cicd-gitops-disciplines
Manage extensions for Azure Arc-enabled Kubernetes clusters	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-extensions-management
Manage and monitor Azure Arc-enabled Kubernetes clusters	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-management-disciplines
Automate onboarding and lifecycle of Arc-enabled servers	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-automation-arc-server
Manage and monitor Azure Arc-enabled servers at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-servers/eslz-management-and-monitoring-arc-server
Design BCDR connectivity for Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/business-continuity-disaster-recovery-connectivity-design
Design BCDR for Oracle on Azure VM landing zone	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-disaster-recovery-iaas
Implement BCDR for Oracle Exadata Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-disaster-recovery-oracle-database-azure
BCDR strategies for Oracle Autonomous Database@Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-disaster-recovery-oracle-database-azure-autonomous
Manage and monitor Oracle on Azure VM landing zone	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-manage-monitor-iaas
Manage and monitor Oracle Database@Azure deployments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-manage-monitor-oracle-database-azure
Design BCDR for SAP migrations on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/eslz-business-continuity-and-disaster-recovery

Organization & Teams

Topic	URL
Prepare organizational structures for AI agents	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/organization-people-readiness-plan
Build and structure a cloud governance team	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/govern/build-cloud-governance-team
Establish organization alignment for cloud adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/
Define cloud automation functions and expertise	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/cloud-automation
Implement a cloud center of excellence (CCoE)	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/cloud-center-of-excellence
Establish cloud data and analytics functions	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/cloud-data
Define and staff cloud operations functions	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/cloud-operations
Build a cost-conscious cloud organization	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/cost-conscious-organization
Address silos and fiefdoms in cloud transformations	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/fiefdoms-silos
Design mature cloud team structures by stage	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/organization-structures
Create cross-team RACI for cloud responsibilities	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/organize/raci-alignment
Design DevOps team topologies for Azure platforms	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/devops-teams-topologies
Build an AI Center of Excellence to drive adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/center-of-excellence
Organize data operations teams for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/organize
Assign roles and responsibilities for analytics teams	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/organize-roles-responsibilities
Define roles and teams for cloud-scale analytics delivery	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/organize-roles-teams
Structure teams and functions for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/organize-team-functions
Define security teams, roles, and functions for Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/secure/teams-roles
Define and structure your cloud strategy team	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/define-your-team
Prepare organizational alignment for cloud adoption	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/prepare-organizational-alignment

Adoption Scenarios

Topic	URL
Adopt AI agents with CAF-aligned organizational guidance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/
Apply CAF scenario guidance for AI adoption in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/
Establish organizational AI governance using NIST AI RMF	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/govern
Select Azure IaaS compute for AI workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/compute
Implement AI workloads on Azure IaaS with CycleCloud	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/cycle-cloud
Apply governance to AI workloads on Azure IaaS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/governance
Manage AI workloads on Azure IaaS for reliability	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/management
Design networking for AI workloads on Azure IaaS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/networking
Secure AI workloads on Azure infrastructure (IaaS)	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/security
Design storage for AI workloads on Azure IaaS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/storage
Apply well-architected principles to AI on Azure IaaS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/infrastructure/well-architected
Manage AI workloads across their lifecycle in Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/manage
Plan AI adoption on Azure using CAF scenario guidance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/plan
Select Azure PaaS architectures for AI workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/architectures
Apply governance to Azure AI PaaS workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/governance
Manage and operate AI workloads on Azure PaaS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/management
Implement secure networking for Azure AI PaaS workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/networking
Choose Azure AI PaaS services for generative workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/resource-selection
Secure AI workloads on Azure PaaS services	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/platform/security
Prepare Azure environment to build AI workloads at scale	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/ready
Define and implement a security process for AI on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/secure
Use Azure application landing zone accelerators	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/
Design identity and access management for AKS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/identity-and-access-management
Design network topology and connectivity for AKS	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/network-topology-and-connectivity
Organize Azure resources for AKS landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/resource-organization
Plan and configure scalability for AKS environments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/scalability
Choose and configure storage options for AKS workloads	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/storage
Design identity and access for API Management landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/identity-and-access-management
Design networking for Azure API Management landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/api-management/network-topology-and-connectivity
Apply governance to App Service landing zone accelerators	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/governance
Design identity and access for App Service landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/identity-and-access-management
Design operations management for App Service landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/management
Design networking for App Service landing zone accelerators	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/network-topology-and-connectivity
Plan platform automation and DevOps for App Service landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/platform-automation-and-devops
Implement security controls for App Service landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/app-services/security
Plan BCDR for Red Hat Enterprise Linux on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/business-continuity-disaster-recovery
Apply governance and compliance to RHEL on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/governance-compliance
Design identity and access for RHEL on Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/identity-access-management
Manage and monitor Red Hat Enterprise Linux on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/management-monitoring
Design networking for Red Hat Enterprise Linux landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/network-topology-connectivity
Automate Red Hat Enterprise Linux lifecycle on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/platform-automation-devops
Organize Azure resources for Red Hat Enterprise Linux deployments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/resource-organization
Implement security for Red Hat Enterprise Linux on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-enterprise-linux/security
Design identity and access for Azure Red Hat OpenShift landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/identity-access-management
Design networking for Azure Red Hat OpenShift landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/network-topology-connectivity
Establish operations baseline for Azure Red Hat OpenShift	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/operations
Plan platform automation and DevOps for Azure Red Hat OpenShift	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/platform-automation-devops
Organize resources for Azure Red Hat OpenShift landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/resource-organization
Implement security for Azure Red Hat OpenShift deployments	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/azure-red-hat-openshift/security
Configure identity management for Azure Container Apps landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/container-apps/identity
Design management and operations for Azure Container Apps landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/container-apps/management
Design networking for Azure Container Apps landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/container-apps/networking
Apply security best practices to Azure Container Apps landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/container-apps/security
Design identity and access for Azure Integration Services landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/identity-and-access-management
Design networking for Azure Integration Services landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/network-topology-and-connectivity
Apply security patterns to Azure Integration Services landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/integration-services/security
Migrate user desktops to Azure Virtual Desktop with CAF	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/
Implement enterprise-scale Azure Virtual Desktop landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/enterprise-scale-landing-zone
Plan business continuity and disaster recovery for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-business-continuity-and-disaster-recovery
Apply enterprise enrollment design to Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-enterprise-enrollment
Configure identity and access management for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-identity-and-access-management
Establish a management baseline for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-management-and-monitoring
Design network topology and connectivity for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-network-topology-and-connectivity
Automate and apply DevOps practices for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-platform-automation-and-devops
Design resource organization for Azure Virtual Desktop landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-resource-organization
Implement security, governance, and compliance for Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/eslz-security-governance-and-compliance
Design BCDR for Citrix on Azure virtual desktops	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-business-continuity-disaster-recovery
Deploy enterprise-scale Citrix on Azure landing zone	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-enterprise-scale-landing-zone
Configure identity and access management for Citrix on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-identity-access-management
Establish a management baseline for Citrix on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-management-monitoring
Design hybrid networking for Citrix on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-network-topology-connectivity
Design resource organization for Citrix on Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-resource-organization
Apply security governance and compliance to Citrix on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-virtual-desktop/landing-zone-citrix/citrix-security-governance-compliance
Adopt Azure VMware Solution using CAF guidance	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/
Use landing zone accelerator for Azure VMware Solution	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/azure-vmware/enterprise-scale-landing-zone
Implement deprecated CAF cloud-scale analytics scenario	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/
Apply Common Data Model in cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/common-industry-data-models
Design data domains for Azure data mesh	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-domains
Use the data mesh adoption checklist for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-mesh-checklist
Implement a data marketplace for data mesh analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-mesh-data-marketplace
Manage master data in a data mesh architecture	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-mesh-master-data-management
Adopt data mesh for financial institution analytics on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-mesh-scenario
Standardize data formats in cloud-scale analytics lakes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/data-standardization
Operationalize data mesh for AI/ML feature engineering	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/operationalize-data-mesh-for-ai-ml
Adatum reference architecture for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/reference-architecture-adatum
Secure healthcare analytics with cloud-scale architecture	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/reference-architecture-lamna
Implement multiple data landing zones for analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/reference-architecture-multizone
Select reference architectures for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/reference-architecture-overview
Architect self-serve data platforms for data mesh	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/self-serve-data-platforms
Design and implement data products in data mesh	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/architectures/what-is-data-product
Treat Azure Machine Learning as a data product in analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/azure-machine-learning
Design Azure Data Lake Storage for cloud-scale analytics	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/best-practices/data-lake-overview
Implement cost governance for Azure Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-cost-governance
Design services observability for Azure Arc-enabled Kubernetes	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/arc-enabled-kubernetes/eslz-arc-kubernetes-services-observability
Unify hybrid and multicloud operations with Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/hybrid/strategy
Run Oracle workloads in Azure landing zones	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/
Deploy Oracle on Azure IaaS landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/oracle-on-azure/oracle-landing-zone-accelerator
Implement SAP on Azure landing zone accelerator	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/enterprise-scale-landing-zone
Design SAP-to-Azure data integration reference architecture	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-lza-data-example-architecture
Implement SAP and Power Platform integration workflow	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-power-platform-architecture-workflow
Extend SAP landing zone to support Power Platform	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-power-platform-extend-landing-zone
Apply SAP and Power Platform integration fundamentals	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/sap-power-platform-fundamental
Define strategy for SAP adoption on Azure	https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/sap/strategy