1Planning and Managing an Azure AI Solution

• 1.1Planning AI Solutions and Provisioning Resources

  Plan how to build AI apps/agents on Microsoft Foundry from a developer’s view—organizing projects and resources, selecting a fitting model (capability, modality, context length, cost, regional availability), deployment options, and estimating quota (TPM) and cost.

• 1.2Security, Identity, Networking, and Monitoring

  Understand production security for AI solutions from a developer’s view—managed identity / keyless auth, role-based access control (RBAC), private networking, monitoring and logging, and Responsible AI governance.