Free MuleSoft-Integration-Architect-I: Salesforce Certified MuleSoft Integration Architect 1 (SP24) Exam Questions and Answers

Last updated: September 19, 2026

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1. Question #1

   According to MuleSoft, which system integration term describes the method, format, and protocol used for communication between two system?

   • A. Component
   • B. interaction
   • C. Message
   • D. Interface
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2. Question #2

   A retail company is implementing a MuleSoft API to get inventory details from two vendors by Invoking each vendor's online applications. Due to network issues, the invocations to the vendor applications are timing out intermittently, but the requests are successful after re-invoking each vendor application. What is the most performant way of implementing the API to invoke each vendor application and to retry invocations that generate timeout errors?

   • A. Use a For-Each scope to invoke the two vendor applications in series, one after the other.Place the For-Each scope inside an Until-Successful scope to retry requests that raise timeout errors.
   • B. Use a Choice scope to Invoke each vendor application on a separate route. Place the Choice scope inside an Until-Successful scope to retry requests that raise timeout errors.
   • C. Use a Scatter-Gather scope to invoke each vendor application on a separate route. Use an Until-Successful scope in each route to retry requests that raise timeout errors.
   • D. Use a Round-Robin scope to invoke each vendor application on a separate route. Use a Try-Catch scope in each route to retry requests that raise timeout errors.
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3. Question #3

   Insurance organization is planning to deploy Mule application in MuleSoft Hosted runtime plane. As a part of requirement , application should be scalable . highly available. It also has regulatory requirement which demands logs to be retained for at least 2 years. As an Integration Architect what step you will recommend in order to achieve this?

   • A. It is not possible to store logs for 2 years in CloudHub deployment. External log management system is required.
   • B. When deploying an application to CloudHub , logs retention period should be selected as 2 years
   • C. When deploying an application to CloudHub, worker size should be sufficient to store 2 years data
   • D. Logging strategy should be configured accordingly in log4j file deployed with the application.
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4. Question #4

   An API implementation is being developed to expose data from a production database via HTTP requests. The API implementation executes a database SELECT statement that is dynamically created based upon data received from each incoming HTTP request. The developers are planning to use various types of testing to make sure the Mule application works as expected, can handle specific workloads, and behaves correctly from an API consumer perspective. What type of testing would typically mock the results from each SELECT statement rather than actually execute it in the production database?

   • A. Unit testing (white box)
   • B. Integration testing
   • C. Functional testing (black box)
   • D. Performance testing
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5. Question #5

   An API has been updated in Anypoint Exchange by its API producer from version 3.1.1 to 3.2.0 following accepted semantic versioning practices and the changes have been communicated via the API's public portal. The API endpoint does NOT change in the new version. How should the developer of an API client respond to this change?

   • A. The update should be identified as a project risk and full regression testing of the functionality that uses this API should be run.
   • B. The API producer should be contacted to understand the change to existing functionality.
   • C. The API producer should be requested to run the old version in parallel with the new one.
   • D. The API client code ONLY needs to be changed if it needs to take advantage of new features.
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6. Question #6

   An insurance provider is implementing Anypoint platform to manage its application infrastructure and is using the customer hosted runtime for its business due to certain financial requirements it must meet. It has built a number of synchronous API's and is currently hosting these on a mule runtime on one server These applications make use of a number of components including heavy use of object stores and VM queues. Business has grown rapidly in the last year and the insurance provider is starting to receive reports of reliability issues from its applications. The DevOps team indicates that the API's are currently handling too many requests and this is over loading the server. The team has also mentioned that there is a significant downtime when the server is down for maintenance. As an integration architect, which option would you suggest to mitigate these issues?

   • A. Add a load balancer and add additional servers in a server group configuration
   • B. Add a load balancer and add additional servers in a cluster configuration
   • C. Increase physical specifications of server CPU memory and network
   • D. Change applications by use an event-driven model
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7. Question #7

   A Mule application name Pub uses a persistence object store. The Pub Mule application is deployed to Cloudhub and it configured to use Object Store v2. Another Mule application name sub is being developed to retrieve values from the Pub Mule application persistence object Store and will also be deployed to cloudhub. What is the most direct way for the Sub Mule application to retrieve values from the Pub Mule application persistence object store with the least latency?

   • A. Use an object store connector configured to access the Pub Mule application persistence object store
   • B. Use a VM connector configured to directly access the persistence queue of the Pub Mule application persistence object store.
   • C. Use an Anypoint MQ connector configured to directly access the Pub Mule application persistence object store
   • D. Use the Object store v2 REST API configured to access the Pub Mule application persistence object store.
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8. Question #8

   According to MuleSoft's IT delivery and operating model, which approach can an organization adopt in order to reduce the frequency of IT project delivery failures?

   • A. Decouple central IT projects from the innovation that happens within each line of business
   • B. Adopt an enterprise data model
   • C. Prevent technology sprawl by reducing production of API assets
   • D. Stop scope creep by centralizing requirements-gathering
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9. Question #9

   A Mule application is synchronizing customer data between two different database systems. What is the main benefit of using XA transaction over local transactions to synchronize these two database system?

   • A. Reduce latency
   • B. Increase throughput
   • C. Simplifies communication
   • D. Ensure consistency
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10. Question #10

    What is true about the network connections when a Mule application uses a JMS connector to interact with a JMS provider (message broker)?

    • A. To complete sending a JMS message, the JMS connector must establish a network connection with the JMS message recipient
    • B. To receive messages into the Mule application, the JMS provider initiates a network connection to the JMS connector and pushes messages along this connection
    • C. The JMS connector supports both sending and receiving of JMS messages over the protocol determined by the JMS provider
    • D. The AMQP protocol can be used by the JMS connector to portably establish connections to various types of JMS providers
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