Microsoft AI-200 valid exam dumps : Developing AI Cloud Solutions on Azure

  • Exam Code: AI-200
  • Exam Name: Developing AI Cloud Solutions on Azure
  • Updated: Jul 27, 2026
  • Q&As: 93 Questions and Answers

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Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Topic 1: Secure, monitor, troubleshoot Azure solutions- Operate AI cloud solutions
  • 1. Security and secret management
  • 2. Performance optimization
  • 3. Monitoring and observability
  • 4. Troubleshooting Azure solutions
Topic 2: Develop containerized solutions on Azure- Implement containerized applications
  • 1. Implement scalable hosting patterns
  • 2. Deploy AI workloads in containers
  • 3. Manage containerized compute environments
Topic 3: Connect to and consume Azure services- Integrate Azure services
  • 1. Third-party SDKs
  • 2. Event-driven architectures
  • 3. Azure messaging and eventing
  • 4. Serverless integration patterns
  • 5. Azure SDKs
Topic 4: Develop AI solutions by using Azure data management services- Work with Azure data platforms for AI workloads
  • 1. Data integration for AI applications
  • 2. Vector databases
  • 3. Azure data management services

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You are building a multi-agent solution in Azure AI Foundry where one agent handles scheduling and another handles billing questions, and a request may need both. What should you implement?

A) A single monolithic prompt covering both domains
B) An orchestrator agent that routes sub-tasks to specialized agents and combines results
C) Two separate applications with no coordination
D) A single fine-tuned model trained on both domains only


2. Hotspot Question
You plan to deploy a web app to App Service on Linux. You create an App Service plan. You create and push a custom Docker image that contains the web app to Azure Container Registry.
You need to access the console logs generated from inside the container in real-time.
How should you complete the Azure CLI command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


3. You must ensure that PII (personally identifiable information) such as names and phone numbers is automatically redacted from support ticket transcripts before they are stored. What should you use?

A) Azure AI Language PII detection and redaction
B) Azure AI Content Safety
C) Azure AI Search semantic configuration
D) Azure Key Vault


4. A container in an AKS cluster repeatedly restarts.
Pod events show probe failures, although node-level CPU and memory metrics are normal.
You need to diagnose the cause of the repeating restarts.
What should you do first?

A) Inspect the pod events and container logs.
B) Drain and reboot the node hosting the pod.
C) Decrease the initialDelaySeconds for the container liveness probe.
D) Scale the deployment to more replicas.


5. Your chat application calls Azure OpenAI Service. You need to prevent the model from returning content that promotes self-harm, even if the prompt is crafted to bypass instructions. What should you configure?

A) Azure AI Content Safety filters on the Azure OpenAI resource
B) A system message instructing the model to refuse harmful topics
C) Azure AI Search semantic ranking
D) A lower max_tokens value


Solutions:

Question # 1
Answer: B
Question # 2
Answer: Only visible for members
Question # 3
Answer: A
Question # 4
Answer: A
Question # 5
Answer: A

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