Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are onboarding your team to Azure AI Foundry in a new subscription. The plan is to let multiple product groups share centrally managed generative AI assets while retaining autonomy over their own data and spending. You must create the first objects in the correct order so that later projects can:
inherit common networking and governance settings,
deploy managed AI resources in the same region, and
be billed to their own resource groups. Which sequence of deployments satisfies these requirements?
Deploy Azure AI resource instances β create a Foundry hub β attach the resources to a new project
Create a Foundry project β deploy Azure AI resources β register the project to a Foundry hub
Create individual resource groups with the required Azure AI resources β register each group as a Foundry project β set up a Foundry hub for shared networking
Create a Foundry hub β create a Foundry project in its own resource group β add Azure AI resources to the project
Start by creating an Azure AI Foundry hub. The hub is an Azure resource (kind hub) that lives in a resource group and subscription; it sets the region, networking, security, identity, and quota policies that every project in the hub automatically inherits. After the hub exists, create one or more hub-based projects that reference it. During project creation you can choose or create a separate resource group, allowing each product group to track its own costs. Finally, inside each project deploy the managed AI resources-such as Azure OpenAI, Azure AI Search, or Azure Storage-that the generative solution needs. The portal can create a default hub for you if none exists, but the underlying order remains hub β project β resource instances. Therefore, the correct sequence is to create the hub first, then the project, and then add the required Azure AI resources.
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Why is an Azure AI Foundry hub created first?
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What role does a Foundry project play in managing resources?
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How do Azure AI resources integrate with Foundry projects?
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Microsoft Azure AI Engineer Associate AI-102
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