Area 1 of 5 · 25–30% of exam

Plan & manage an Azure AI solution

Foundry platform, service choice, deployment, security, monitoring, responsible AI.

Choose the right Foundry service & model

Match each task to a service, model type, and retrieval method. · ~3 min

Set up solutions & deployment options

Deployment types, endpoints, keys, CI/CD. · ~2 min

Manage, monitor & secure

Quotas, cost control, monitoring signals, identity and network security. · ~2 min

Responsible AI

6 principles, 4-stage process, 4 mitigation layers, guardrails & filters. · ~2 min