[Jan 08, 2026] MuleSoft-Integration-Architect-I PDF Dumps is essential on your MuleSoft-Integration-Architect-I Exam Questions Certain Success! [Q74-Q97]

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[Jan 08, 2026] MuleSoft-Integration-Architect-I PDF Dumps is essential on your MuleSoft-Integration-Architect-I Exam Questions Certain Success!

MuleSoft-Integration-Architect-I PDF Questions – Perfect Prospect To Go With MuleSoft-Integration-Architect-I Practice Exam

Salesforce MuleSoft-Integration-Architect-I Exam Syllabus Topics:

Topic	Details
Topic 1	Designing Integration Solutions to Meet Security Requirements: This topic emphasizes securing access to the Anypoint Platform and APIs, using Anypoint Security, counteracting security vulnerabilities, and understanding audit logging capabilities.
Topic 2	Designing Automated Tests for Mule Applications: This topic covers unit test suites, and scenarios for integration and performance testing.
Topic 3	Designing Integration Solutions to Meet Persistence Requirements: It addresses the usage of VM queues and connectors, object stores and services, and stateful components configured with object stores.
Topic 4	Designing for the Runtime Plane Technology Architecture: It includes analyzing Mule runtime clusters, designing solutions for CloudHub, choosing Mule runtime domains, leveraging Mule 4 class loader isolation, and understanding the reactive event processing model.
Topic 5	Initiating Integration Solutions on Anypoint Platform: Summarizing MuleSoft Catalyst and Catalyst Knowledge Hub, differentiating between functional and non-functional requirements, selecting features for designing and managing APIs, and choosing deployment options are its sub-topics.
Topic 6	Designing Integration Solutions to Meet Performance Requirements: This topic covers meeting performance and capacity goals, using streaming features, and processing large message sequences.
Topic 7	Designing Architecture Using Integration Paradigms: This topic focuses on creating high-level integration architectures using various paradigms. It includes API-led connectivity, web APIs and HTTP, event-driven APIs, and message brokers, and designing Mule application using messaging patterns and technologies.
Topic 8	Designing Integration Solutions to Meet Reliability Requirements: It includes selecting alternatives to traditional transactions, recognizing the purpose of various scopes and strategies, differentiating disaster recovery and high availability, and using local and XA transactions.

NEW QUESTION 74
What is true about the network connections when a Mule application uses a JMS connector to interact with a JMS provider (message broker)?

To complete sending a JMS message, the JMS connector must establish a network connection with the JMS message recipient

To receive messages into the Mule application, the JMS provider initiates a network connection to the JMS connector and pushes messages along this connection

The JMS connector supports both sending and receiving of JMS messages over the protocol determined by the JMS provider

The AMQP protocol can be used by the JMS connector to portably establish connections to various types of JMS providers

NEW QUESTION 75
A corporation has deployed Mule applications to different customer-hosted Mule runtimes. Mule applications deployed to these Mule runtimes are managed by Anypoint Platform.
What needs to be installed or configured (if anything) to monitor these Mule applications from Anypoint Monitoring, and how is monitoring data from each Mule application sent to Anypoint Monitoring?

Enable monitoring of individual Mule applications from the Runtime Manager application settings.
Runtime Manager sends monitoring data to Anypoint Monitoring for each deployed Mule application.

Install a Runtime Manager agent on each Mule runtime.
Each Runtime Manager agent sends monitoring data from the Mule applications running in its Mule runtime to Runtime Manager, then Runtime Manager sends monitoring data to Anypoint Monitoring.

Leave the out-of-the-box Anypoint Monitoring agent unchanged in its default Mule runtime installation.
Each Anypoint Monitoring agent sends monitoring data from the Mule applications running in its Mule runtime to Runtime Manager, then Runtime Manager sends monitoring data to Anypoint Monitoring.

Install an Anypoint Monitoring agent on each Mule runtime.
Each Anypoint Monitoring agent sends monitoring data from the Mule applications running in its Mule runtime to Anypoint Monitoring.

NEW QUESTION 76
An organization is sizing an Anypoint VPC to extend their internal network to Cloudhub.
For this sizing calculation, the organization assumes 150 Mule applications will be deployed among three(3) production environments and will use Cloudhub’s default zero-downtime feature. Each Mule application is expected to be configured with two(2) Cloudhub workers.This is expected to result in several Mule application deployments per hour.

10.0.0.0/21(2048 IPs)

10.0.0.0/22(1024IPs)

10.0.0.0/23(512 IPs)

10.0.0.0/24(256 IPs)

NEW QUESTION 77
An organization is creating a Mule application that will be deployed to CloudHub. The Mule application has a property named dbPassword that stores a database user’s password.
The organization’s security standards indicate that the dbPassword property must be hidden from every Anypoint Platform user after the value is set in the Runtime Manager Properties tab.
What configuration in the Mule application helps hide the dbPassword property value in Runtime Manager?

Use secure::dbPassword as the property placeholder name and store the cleartext (unencrypted) value in a secure properties placeholder file

Use secure::dbPassword as the property placeholder name and store the property encrypted value in a secure properties placeholder file

Add the dbPassword property to the secureProperties section of the pom.xml file

Add the dbPassword property to the secureProperties section of the mule-artifact.json file

NEW QUESTION 78
During a planning session with the executive leadership, the development team director presents plans for a new API to expose the data in the company’s order database. An earlier effort to build an API on top of this data failed, so the director is recommending a design-first approach.
Which characteristics of a design-first approach will help make this API successful?

Building MUnit tests so administrators can confirm code coverage percentage during deployment

Publishing the fully implemented API to Exchange so all developers can reuse the API

Adding global policies to the API so all developers automatically secure the implementation before coding anything

Developing a specification so consumers can test before the implementation is built

NEW QUESTION 79
An organization is creating a set of new services that are critical for their business. The project team prefers using REST for all services but is willing to use SOAP with common WS-” standards if a particular service requires it.
What requirement would drive the team to use SOAP/WS-* for a particular service?

Must use XML payloads for the service and ensure that it adheres to a specific schema

Must publish and share the service specification (including data formats) with the consumers of the service

Must support message acknowledgement and retry as part of the protocol

Must secure the service, requiring all consumers to submit a valid SAML token

NEW QUESTION 80
What Anypoint Connectors support transactions?

Database, JMS, VM

Database, 3MS, HTTP

Database, JMS, VM, SFTP

Database, VM, File

NEW QUESTION 81
What is an example of data confidentiality?

Signing a file digitally and sending it using a file transfer mechanism

Encrypting a file containing personally identifiable information (PV)

Providing a server’s private key to a client for secure decryption of data during a two-way SSL handshake

De-masking a person’s Social Security number while inserting it into a database

NEW QUESTION 82
An organization plans to extend its Mule APIs to the EU (Frankfurt) region.
Currently, all Mule applications are deployed to CloudHub 1.0 in the default North American region, from the North America control plane, following this naming convention: {API-name}-{environment} (for example, Orderssapi-dev, Orders-sapi–qa, Orders-sapi–prod, etc.).
There is no network restriction to block communications between APIs.
What strategy should be implemented in order to deploy the same Mule APIs to the CloudHub 1.0 EU region from the North America control plane, as well as to minimize latency between APIs and target users and systems in Europe?

In Runtime Manager, for each Mule application deployment, set the Region property to EU (Frankfurt) and reuse the same Mule application mame as in the North American region.
Communicate the new urls {API-name}-{environment}.de-ci.cloudhub.io to the consuming API clients In Europe.

In API Manager, set the Region property to EU (Frankfurt) to create an API proxy named {API-name}
-proxy-{environment} for each Mule application.
Communicate the new url {API-name}-proxy-{environment}.de-c1.cloudhub.io to the consuming API clients In Europe.

In Runtime Manager, for each Mule application deployment, leave the Region property blank (default) and change the Mule application name to {API-name}-
{environment).de-cl.
Communicate the new urls {API-name}-{environment}.de-ci1.cloudhub.io to the consuming API clients in Europe.

In API Manager, leave the Region property blank (default) to deploy an API proxy named {API-name}
~proxy~- (environment}.de-cl for each Mule application.
Communicate the new url {API-name}-proxy-{environment}.de-cl.cloudhub.io to the consuming API clients in Europe.

NEW QUESTION 83
Which Exchange asset type represents a complete API specification in RAML or OAS format?

Connectors

REST APIs

API Spec Fragments

SOAP APIs

NEW QUESTION 84
Refer to the exhibit.
A Mule application is being designed to expose a SOAP web service to its clients.
What language is typically used inside the web service’s interface definition to define the data structures that the web service Is expected to exchange with its clients?

WSDL

XSD

JSON Schema

RAMI

NEW QUESTION 85
What requirement prevents using Anypoint MQ as the messaging broker for a Mule application?

When the payload sent through the message broker must use XML format

When the payload sent through the message broker must be encrypted

When the messaging broker must support point-to-point messaging

When the messaging broker must be deployed on-premises

NEW QUESTION 86
A marketing organization is designing a Mule application to process campaign dat a. The Mule application will periodically check for a file in a SFTP location and process the records in the file. The size of the file can vary from 10MB to 5GB. Due to the limited availabiltty of vCores, the Mule application is deployed to a single CloudHub worker configured with vCore size 0.2.
The application must transform and send different formats of this file to three different downstream SFTP locations.
What is the most idiomatic (used for its intended purpose) and performant way to configure the SFTP operations or event sources to process the large files to support these deployment requirements?

Use an in-memory repeatable stream

Use a file-stored non-repeatable stream

Use an in-memory non-repeatable stream

Use a file-stored repeatable stream

NEW QUESTION 87
A high-volume eCommerce retailer receives thousands of orders per hour and requires notification of its order management, warehouse, and billing system for subsequent processing within 15 minutes of order submission through its website.
Which integration technology, when used for its typical and intended purpose, meets the retailer’s requirements for this use case?

Managed File Transfer (MFT)

Publish/Subscriber Messaging Bus (Pub/Sub)

Enterprise Data Warehouse (EDW)

Extract Transform Load (ETL)

NEW QUESTION 88
What is an advantage of using OAuth 2.0 client credentials and access tokens over only API keys for API authentication?

If the access token is compromised, the client credentials do not to be reissued.

If the access token is compromised, I can be exchanged for an API key.

If the client ID is compromised, it can be exchanged for an API key

If the client secret is compromised, the client credentials do not have to be reissued.

NEW QUESTION 89
Refer to the exhibit.

A business process involves the receipt of a file from an external vendor over SFTP. The file needs to be parsed and its content processed, validated, and ultimately persisted to a database. The delivery mechanism is expected to change in the future as more vendors send similar files using other mechanisms such as file transfer or HTTP POST.
What is the most effective way to design for these requirements in order to minimize the impact of future change?

Use a MuleSoft Scatter-Gather and a MuleSoft Batch Job to handle the different files coming from different sources

Create a Process API to receive the file and process it using a MuleSoft Batch Job while delegating the data save process to a System API

Create an API that receives the file and invokes a Process API with the data contained In the file, then have the Process API process the data using a MuleSoft Batch Job and other System APIs as needed

Use a composite data source so files can be retrieved from various sources and delivered to a MuleSoft Batch Job for processing

NEW QUESTION 90
An organization has strict unit test requirement that mandate every mule application must have an MUnit test suit with a test case defined for each flow and a minimum test coverage of 80%.
A developer is building Munit test suit for a newly developed mule application that sends API request to an external rest API.
What is the effective approach for successfully executing the Munit tests of this new application while still achieving the required test coverage for the Munit tests?

Invoke the external endpoint of the rest API from the mule floors

Mark the rest API invocations in the Munits and then call the mocking service flow that simulates standard responses from the REST API

Mock the rest API invocation in the Munits and return a mock response for those invocations

Create a mocking service flow to simulate standard responses from the rest API and then configure the mule flows to call the marking service flow

NEW QUESTION 91
An organization is migrating all its Mule applications to Runtime Fabric (RTF). None of the Mule applications use Mule domain projects.
Currently, all the Mule applications have been manually deployed to a server group among several customer hosted Mule runtimes.
Port conflicts between these Mule application deployments are currently managed by the DevOps team who carefully manage Mule application properties files.
When the Mule applications are migrated from the current customer-hosted server group to Runtime Fabric (RTF), fo the Mule applications need to be rewritten and what DevOps port configuration responsibilities change or stay the same?

Yes, the Mule applications Must be rewritten
DevOps No Longer needs to manage port conflicts between the Mule applications

Yes, the Mule applications Must be rewritten
DevOps Must Still Manage port conflicts.

NO, The Mule applications do NOT need to be rewritten
DevOps MUST STILL manage port conflicts

NO, the Mule applications do NO need to be rewritten
DevOps NO LONGER needs to manage port conflicts between the Mule applications.

NEW QUESTION 92
An organization’s security policies mandate complete control of the login credentials used to log in to Anypoint Platform. What feature of Anypoint Platform should be used to meet this requirement?

Enterprise Security Module

Client ID Secret

Federated Identity Management

Federated Client Management

NEW QUESTION 93
As an enterprise architect, what are the two reasons for which you would use a canonical data model in the new integration project using Mulesoft Anypoint platform ( choose two answers )

To have consistent data structure aligned in processes

To isolate areas within a bounded context

To incorporate industry standard data formats

There are multiple canonical definitions of each data type

Because the model isolates the back and systems and support mule applications from change

NEW QUESTION 94
A platform architect includes both an API gateway and a service mesh in the architect of a distributed application for communication management.
Which type of communication management does a service mesh typically perform in this architecture?

Between application services and the firewall

Between the application and external API clients

Between services within the application

Between the application and external API implementations.

NEW QUESTION 95
Refer to the exhibit.
A Mule application is being designed to expose a SOAP web service to its clients.
What language is typically used inside the web service’s interface definition to define the data structures that the web service Is expected to exchange with its clients?

WSDL

XSD

JSON Schema

RAMI

NEW QUESTION 96
A Mule application currently writes to two separate SQL Server database instances across the internet using a single XA transaction. It is 58. proposed to split this one transaction into two separate non-XA transactions with no other changes to the Mule application.
What non-functional requirement can be expected to be negatively affected when implementing this change?

Throughput

Consistency

Response time

Availability

NEW QUESTION 97
An organization is designing multiple new applications to run on CloudHub in a single Anypoint VPC and that must share data using a common persistent Anypoint object store V2 (OSv2).
Which design gives these mule applications access to the same object store instance?

AVM connector configured to directly access the persistence queue of the persistent object store

An Anypoint MQ connector configured to directly access the persistent object store

Object store V2 can be shared across cloudhub applications with the configured osv2 connector

The object store V2 rest API configured to access the persistent object store