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AI-200 · topic practice

Event Driven Integration practice questions

Practise Microsoft Certified: Azure AI Cloud Developer Associate (AI-200) (AI-200) Event Driven Integration practice questions — original exam-style scenarios with answer choices, explanations, and analysis of common mistakes.

Courseiva uses original exam-style practice questions designed for learning and revision. The goal is to understand the concepts, recognise exam patterns, and improve through explanations — not memorise copied exam dumps.

Reviewed byJohnson Ajibi· MSc IT Security
20 questionsDomain: Event Driven Integration

What the exam tests

What to know about Event Driven Integration

Event Driven Integration questions test whether you can apply the concept in context, not just recognise a definition.

How the topic appears in realistic exam-style scenarios.

Which detail in the question changes the correct answer.

How to eliminate plausible but wrong options.

How to connect the question back to the wider exam objective.

Watch out for

Common Event Driven Integration exam traps

  • Answering from memory before reading the full scenario.
  • Missing a constraint such as cost, availability, security, scope or command context.
  • Choosing a broad answer when the question asks for the most specific fix.
  • Ignoring why the wrong options are tempting.

Practice set

Event Driven Integration questions

20 questions · select your answer, then reveal the explanation

Your application publishes messages to an Azure Service Bus topic. You want to ensure that messages published to the topic are automatically archived into an Azure Storage container for long-term auditing. Which native feature should you configure?

Your team is building an asynchronous order processing pipeline. If a downstream AI service fails to process a message from a Service Bus queue after 5 delivery attempts, the message must be automatically removed from active processing and preserved for manual inspection. What should you configure?

Your enterprise application uses Azure Service Bus Topics to distribute orders to inventory and billing services. A transient database outage occurs in the billing service. You must ensure that billing messages are not lost and can be retried without interfering with the inventory service. What feature should you configure?

Question 4easymultiple choice
Review the full routing breakdown →

An application publishes custom events to an Azure Event Grid custom topic. You need to route events dynamically based on the event's 'department' property in the event payload. Which filtering mechanism should you configure on the Event Grid subscription?

You are integrating an Azure Event Hubs namespace with Azure Machine Learning for real-time model training. You need to archive raw telemetry data into Azure Data Lake Storage Gen2 in Apache Parquet format without writing custom code. Which feature should you enable?

You are designing an asynchronous AI image classification workflow. Client applications upload images to Azure Blob Storage and need to be notified immediately when processing completes. The notification must include custom metadata generated by the AI worker. Which architecture should you implement?

You are designing an AI application that needs to route real-time telemetry events from thousands of IoT devices to multiple downstream serverless functions simultaneously. Which Azure service should you use as the event broker?

Your organization requires that all messages sent to an Azure Service Bus Premium namespace are encrypted using customer-managed keys (CMK) stored in Azure Key Vault. Where must you configure this encryption setting?

You are architecting an AI-driven video analytics pipeline using Azure Event Hubs. You need to ensure that frames belonging to the exact same video session are processed in strict chronological order by the same backend stream analytics worker. How should you partition your Event Hub?

You are developing a serverless application using Azure Functions that reacts to Azure Blob Storage creation events. Which event schema format should your function code expect by default when triggered by an Event Grid subscription?

You are configuring geo-disaster recovery for an Azure Service Bus Premium namespace containing critical financial transactions. A regional outage occurs. After initiating a failover to the secondary region, what happens to the alias pointing to the namespace?

Your Azure Event Hubs namespace is experiencing high throughput spikes from AI inference nodes. You notice that some client producers are receiving 'QuotaExceededException' errors. What is the root cause and how should you remediate it?

You are implementing distributed tracing across an event-driven AI workflow that passes messages from Azure Service Bus to Azure Functions, and finally to an Azure Cosmos DB database. Which mechanism should you use to propagate correlation context between these services?

Your team needs to process high-volume clickstream data from a web application using Apache Kafka protocols while leveraging Azure-managed infrastructure. Which Azure service should you deploy?

An event subscriber endpoint hosted on an Azure App Service web app is failing to receive events from an Azure Event Grid system topic. Upon investigation, you discover Event Grid received a handshake validation failure. What is the most likely cause?

You are designing a message-based architecture in Azure Service Bus where certain high-priority messages must bypass standard messages in the queue and be processed immediately. What feature should you implement?

Question 17easymultiple choice
Review the full routing breakdown →

Your organization uses Azure Event Grid to route cloud events across different departments. Security auditors require that all event traffic destined for a webhook endpoint is authenticated using Azure Active Directory (Microsoft Entra ID) bearer tokens. How should you configure the event subscription?

Question 18mediummultiple choice
Study the full Python automation breakdown →

You are writing a Python worker application that consumes messages from an Azure Service Bus queue. To prevent message loss during unexpected application crashes, you need to ensure that messages are locked while being processed and only deleted from the queue after successful processing. Which receive mode should you use?

You are designing a multi-tenant AI ingestion pipeline using Azure Event Hubs. You need to ensure that low-priority tenants cannot starve high-priority tenants of partition resources. Which feature should you implement?

Your team needs to monitor when virtual machines are created or deleted across an entire Azure subscription so that an automated audit logger is triggered. Which Azure service should you use to capture these management plane operations?

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Focused Event Driven Integration sessions

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Every question in these sessions is drawn from the Event Driven Integration domain — nothing else.

Related practice questions

Related AI-200 topic practice pages

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Frequently asked questions

What does the AI-200 exam test about Event Driven Integration?
Event Driven Integration questions test whether you can apply the concept in context, not just recognise a definition.
How should I use these practice questions?
Select your answer before revealing the explanation. Then read why each option is right or wrong — this active recall approach builds retention far faster than re-reading notes.
Can I practise just Event Driven Integration questions in a focused session?
Yes — the session launcher on this page draws every question from the Event Driven Integration domain. Use a 10-question session first to gauge your baseline, then move to 20 or 30 once the weak spots are clear.
Where can I practise other AI-200 topics?
Use the topic links above to move to related areas, or go back to the AI-200 question bank to see all topics.
Are these real exam questions or dumps?
These are original practice questions written to test the same concepts the AI-200 exam covers. They are not copied from any real exam or dump site.