Microsoft Certified: Azure AI Apps and Agents Developer

Scenario Marathon

Scenario-framed questions simulating six production Azure AI workloads.

40 questions60 minPass 70%Shuffled each run

What to expect

1Multiple-choice — one best answer, three distractors — matching the official format.
2Drawn from 825+ practice questions across all five competency domains.
3Scenario-framed items where applicable (support, research, CI/CD, extraction).
4Instant score and explanations after submit — study aid, not the proctored exam.