[Dec 07, 2025] Powerful Integration-Architect PDF Dumps for Integration-Architect Questions [Q33-Q56]

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[Dec 07, 2025] Powerful Integration-Architect PDF Dumps for Integration-Architect Questions

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Salesforce Integration-Architect certification exam is designed to test a candidate’s knowledge of integration design principles, patterns, and best practices. Integration-Architect exam also evaluates a candidate’s ability to design and implement integrations using a variety of integration technologies, including REST, SOAP, and Bulk APIs. Salesforce Certified Integration Architect certification covers a broad range of integration topics, including data integration, process integration, and identity management.

NO.33 Universal Containers (UC) is currently managing acustom monolithic webservice that runs on an on-premise server.
This monolithic web service is responsible for Point-to-Point (P2P) integrations between:
1. Salesforce and a legacy billing application
2. Salesforce and a cloud-based Enterprise Resource Planning application
3. Salesforce and a data lake.
UC has found that the tight interdependencies between systems is causing integrations to fail.
What should an architect recommend to decouple the systems and improve performance of the integrations?

Re-write and optimize the current web service to be more efficient.

Leverage modular design by breaking up the web service into smaller pieces for a microservice architecture.

Use the Salesforce Bulk API when integrating back into Salesforce.

Move thecustom monolithic web service from on-premise to a cloud provider.

NO.34 Northern Trail Outfitters (NTO) leverages Sales Cloud for tracking and managing leads, accounts, contacts, and opportunities- Orders and order fulfillment is taken care of by an Order Management System (OMS) in the back-office. When an opportunity has changed it’s status to “Closed/Won” and there are products attached, the details should be passed to the OMS for fulfillment operations.
The callout from Salesforce to the OMS should be synchronous.
What should an Integration Architect do to satisfy these requirements?

Write a trigger that invokes an Apex proxy class to make a REST callout to the Order Management System.

Use Process Builder to call an Apex proxy class to make a REST callout to theOrder Management System.

Develop a batch Apex job that aggregates Closed Opportunities and makes a REST callout to the Order Management System hourly.

Build a Lightning Component that makes a synchronous Apex REST callout to the Order ManagementSystem when a button is clicked.

Explanation
A trigger is a programmatic way of executing some logic when a record is inserted, updated, deleted, or undeleted in Salesforce. A trigger can invoke an Apex class that contains the code to perform a REST callout to an external system. A REST callout is a way of sending an HTTP request to a service endpoint and receiving a response. A REST callout can be synchronous or asynchronous, depending on whether the Apex code waits for the response before continuing the execution. A synchronous callout is suitable for scenarios where the response is needed immediately, such as order fulfillment1.
An Apex proxy class is a class that is generated from a WSDL (Web Service Description Language) document of an external SOAP web service. An Apex proxy class can be used to make a SOAP callout to the external web service, but not a REST callout. A SOAP callout is another way of sending an HTTP request to a service endpoint and receiving a response, but it uses a different format and protocol than REST2.
Process Builder is a declarative tool that allows you to automate business processes by defining criteria and actions. Process Builder can invoke an Apex class that implements the Process.Plugin interface, which allows you to extend the functionality of Process Builder with custom logic. However, Process Builder does not support synchronous callouts, because it runs in the background and does not wait for the response from the external system. Process Builder only supports asynchronous callouts, which are executed after the transaction is committed3.
Batch Apex is a way of processing large volumes of data asynchronously by breaking them into smaller batches of records. Batch Apex can be used to perform complex or long-running operations on data, such as data cleansing, archiving, or integration. Batch Apex can make callouts to external systems by implementing the Database.AllowsCallouts interface in the batch class. However, Batch Apex is not suitable for scenarios where the callout needs to be synchronous, because it runs in the background and does not wait for the response from the external system. Batch Apex also has some limitations, such as the maximum number of batches in the queue, the maximum number of records per batch, and the maximum number of callouts per batch4.
A Lightning Component is a reusable unit of user interface that can be used to build modern web apps with Salesforce. A Lightning Component can make a callout to an external system by using JavaScript code or by invoking an Apex controller class that contains the logic for the callout. A Lightning Component can make a synchronous or asynchronous callout, depending on whether the JavaScript code or Apex code waits for the response before continuing the execution. However, a Lightning Component is not a good choice for scenarios where the callout needs to be triggered by a record change, such as when an opportunity is closed/won. A Lightning Component requires user interaction, such as clicking a button or loading a page, to initiate the callout5.
Therefore, the correct answer is A, because writing a trigger that invokes an Apex class to make a REST callout to the Order Management System is the only option that satisfies the requirements of making a synchronous callout when an opportunity is closed/won.
References: 1: Callouts From Triggers | Apex Developer Guide | Salesforce Developers 2: Generate an Apex Class from a WSDL | Apex Developer Guide | Salesforce Developers 3: Invoking Apex from Process Builder | Process Automation Developer Guide | Salesforce Developers 4: Using Batch Apex | Apex Developer Guide | Salesforce Developers 5: Make HTTP Requests from JavaScript Code in Lightning Components | Lightning Aura Components Developer Guide | Salesforce Developers

NO.35 Which WSDL should an architect consider when creating an integration that might be used for more than one salesforce organization and different metadata?

Corporate WSDL

Partner WSDL

SOAP API WSDL

Enterprise WSDL

NO.36 An Architect is asked to build a solution that allows a service to access Salesforce through the API. What is the first thing the Architect should do?

Create a new user with SystemAdministrator profile.

Authenticate the integration using existing Single Sign-On.

Authenticate the integration using existing Network-BasedSecurity.

Create a special user solely for the integration purposes.

NO.37 The director of customer service at Northern Trail Outfitters (NTO) wants to capture and trend specific business events that occur in Salesforce in real time. The metrics will be accessed in an ad-hoc manner using an external analytics system. The events that are of interest are:
A customer has initiated a product exchange via a Case A customer service rep clicks on the “Authorize Exchange Product” menu item on the Case A customer has initiated a subscription cancellation via a Case A customer service rep clicks on the “Initiate Refund” menu item on the Case Which two solutions will meet these business requirements?
Choose 2 answers

Case after insert Trigger that executes a callout.

Case Workflow Rule that sends an Outbound Message.

Case after insert Trigger that publishes a Platform Event.

Custom Apex controller that publishes a Platform Event.

NO.38 An Integration Developer is developing an HR synchronization app for a client. The app synchronizes Salesforce record data changes with an HR system that’s external to Salesforce.
What should the integration architect recommend to ensure notifications are stored for up to three days if data replication fails?

Change Data Capture

Generic Events

Platform Events

Callouts

NO.39 business requires automating the check and update of the phone number type classification (mobile vs. landline) for all in-coming calls delivered to their phone sales agents. The following conditions exist:
1. At peak, their call center can receive up to100,000 calls per day.
2. The phone number type classification is a service provided by an external service API.
3. Business is flexible with timing and frequency to check and update the records (throughout the night or every 6-12 hours is sufficient).
ARemote-Call-In pattern and/or Batch Synchronization (Replication via ETL: System -> Salesforce) are determined to work with a middleware hosted on custom premise.
In order to implement these patterns and mechanisms, which component should an integration architect recommend?

ConnectedApp configured in Salesforce to authenticate the middleware.

IoConfigure Remote Site Settings in Salesforce to authenticate the middleware.

An API Gateway that authenticates requests from Salesforce into the Middleware (ETL/ESB).

Firewall and reverse proxy are required to protect internal APIs and resource being exposed.

NO.40 Universal Containers (UC) owns a variety of cloud-based applications, including Salesforce, alongside several on premise applications. The on-premise applications are protected behind a corporate network with limited outside access to external systems.
UC would like to expose data from the on-premise applications to Salesforce for a more unified user experience. The data should be accessible from Salesforce in real-time.
Which two actions should be recommended to fulfill this system requirement?
Choose 2 answers

Develop an application in Heroku that connects to the on-premise database via an ODBC string and VPC connection.

Develop custom APIs on the company’s network that are invokable by Salesforce.

Deploy MuleSoft to the on-premise network and design externally facing APIs to expose the data.

Run a batch job with an ETL tool from an on-premise server to move data to Salesforce.

NO.41 Northern Trail Outfitters (NTO) has recently changed their Corporate Security Guidelines. The guidelines require that all cloud applications pass through a secure firewall before accessing on-premise resources. NTO is evaluating middleware solutions to integrate cloud applications with on-premise resources and services.
What are two considerations an Integration Architect should evaluate before choosing a middleware solution?
Choose 2 answers

The middleware solution is capable of establishing a secure API gateway between cloud applications and on-premise resources.

An API gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.

The middleware solution enforces the OAuth security protocol.

The middleware solution is able to interface directly with databases via an ODBC connection string.

NO.42 Northern Trail Outfitters (NTO) has recently changed their Corporate Security Guidelines. The guidelines require that all cloud applications pass through a secure firewall before accessing on-premise resources. NTO is evaluating middleware solutions to integrate cloud applications with on-premise resources and services.
What are two considerations an Integration Architect should evaluate before choosing a middleware solution?
Choose 2 answers

The middleware solution is capable of establishing a secure API gateway between cloud applications and on-premise resources.

An API gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.

The middleware solution enforces the OAuth security protocol.

The middleware solution is able to interface directly with databases via an ODBC connection string.

NO.43 Northern Trail Outfitters requires an integration to be set up between one of their Salesforce orgs and anexternal data source us Salesforce Connect. The external data source supports Open Data Protocol.
Which three configurations should an Integration Architect recommend be implemented in order to secure requests coming from Salesforce?
Choose 3 answers

Configure Identity Type for OData connection.

Configure a Certificate for OData connection.

Configure Special Compatibility for OData connection,

Configure CSRF Protection for OData connection.

Configure CSRF Protection on External Data Source.

NO.44 Northern Trail Outfitters (NTO) has an affiliate company that would like immediate notifications of changes to opportunities in the NTO Salesforce instance. The affiliate company has a CometD client available.
Which solution is recommended in order to meet the requirement?

Create a connected app in the affiliate org and select the “Accept CometD API Requests”.

A Implement a polling mechanism in the client that calls the SOAP API getupdated method to get the ID values of each updated record.

Configure External Services to call the subscriber in Apex in the Onchange Trigger event as part of the flow.

Create a PushTopic update event on the Opportunity Object to allow the subscriber to react to the streaming API.

NO.45 Northern Trail Outfitters requires an integration to be set up between one of its Salesforce orgs and an External Data Source using Salesforce Connect. The External Data Source supports Open Data Protocol.
Which configuration should an integration architect recommend be implemented in order to secure requests coming from Salesforce?

Configure Special Compatibility for OData connection.

Configure Identity Type for OData connection.

Configure a certificate for OData connection.

NO.46 Northern Trail Outfitters’ ERP is integrated with Salesforce and syncs several million contacts per day. To prevent specific data from syncing, the integration uses a SOQL query filtered by sharing hierarchy.
Which two things should an architect do to improve the performance of the integration?
Choose 2 answers

Include non-selective criteria in query filters.

Remove the query filters.

Include selective criteria in query filters.

Remove the sharing restrictions.

NO.47 A company accepts payment requests 24×7. Once they accept a payment request, their service level agreement (SLA) requires them tomake sure each payment request is processed by their Payment System. They track payment requests using a globally unique identifier created at the Data Entry Point. Their simplified flow is as shown in the diagram.
They encounter intermittent update errorswhen two or more processes try to update the same Payment Request record at the same time.
Which two recommendations should an integration architect make to improve their SLA and update conflict handling?
Choose 2 answers

Middleware should coordinate request delivery and payment processing.

Data Entry Point and Middleware should automatically retry requests.

Payment System should process a payment request only once.

Payment System and Middleware should automatically retry requests.

NO.48 A large enterprise customer has decided to implement Salesforce as their CRM. The current system landscape includes the following:
1. An Enterprise Resource Planning (ERP) solution that is responsible for Customer Invoicing and Order fulfillment.
2. A Marketing solution they use for email campaigns.
The enterprise customer needs their sales and service associates to use Salesforce to view and log their interactions with customers and prospects in Salesforce.
Which system should be the System of record for their customers and prospects?

ERP with all prospect data from Marketing and Salesforce.

Marketing with all customer data from Salesforce and ERP.

Salesforce with relevant Marketing and ERP information.

New Custom Database for Customers and Prospects.

NO.49 An Integration Architect has designed a mobile application for Salesforce users to get data while on the road using a custom UI. The application is secured with oAuth and is currently functioning well. There is a new requirement where the mobile application needs to obtain the GPS coordinates and storeit on a custom geolocation field.
The geolocation field is secured with Field Level Security, so users can view the value without changing it.
What should be done to meet the requirement?

The mobile device makes a SOAP API inbound call.The mobile device receives a REST Apex callout call.

The mobile device makes a REST API inbound call.

The mobile device makes a REST Apex inbound call.

NO.50 A large business-to-consumer (B2C) customer is planning to implement Salesforce CRM to become a customer-centric enterprise. Below is the B2C customer’s current system landscape diagram.
The goals for implementing Salesforce include:
* Develop a 360-degree view of the customer.
* Leverage Salesforce capabilities for marketing, sales, and service processes.
* Reuse Enterprise capabilities built for quoting and order management processes.
Which three systems from the current system landscape can be retired with the implementation of Salesforce?

Email Marketing, Sales Activity, and Case Management

Order Management, Case Management, and Email Marketing

Sales Activity, Order Management, and Case Management

Sales Activity, Email Marketing, and Order Management

NO.51 A company that is a leading provider of courses and training delivers courses using third party trainers. The trainer for the company has to be verified from 10 different training accreditation verification agencies before providing training for the company. Each training accreditation agency has its own response time, which could take days to confirm a trainer.
The company decided to automate the trainer accreditation verification process by integrating to the agencies web services.
What is the recommended approach to automate this process?

Use salesforce external service to make the call out, Salesforce external service should check the verification agencies until the result is verified, then update the trainer status to “verified”.

Create a trigger on the trainer record to make a Callout to each verification agencies, write business logic to consolidate the verification then update the trainer status to verified”.

Make an apex callout using @future annotation to make the call out to all differentagencies.
The response should update the trainer status to “verified”.

Use middleware to handle the call out to the 10 different verification services, the middleware will handle the business logic of consolidating the verification result from t 10 services, then make a call-in to sa lesforce and update the verification status to “verified”.

NO.52 A customer is migrating from an old legacy system to Salesforce. As part of the modernization effort, they would like to integrate al existing systems that currently work with their legacy application with Salesforce.
Which three constraints and pain-points should an integration architect consider when choosing the integration pattern/mechanism?
Choose 3 answers

System types – APIs, File systems, Email

Reporting and usability requirements

Multi-language and multi-currency requirement

Error handling mechanisms

Data Volume and Processing volume

NO.53 An Integration Developer is developing an HR synchronization app for a client. The app synchronizes Salesforce record data changes with an HR system that’s external to Salesforce.
What should the integration architect recommend to ensure notifications are stored for up to three days if data replication fails?

Change Data Capture

Generic Events

Platform Events

Callouts

NO.54 A call center manager uses a custom dashboard to track Case related metrics. The manager wants a component to display the number of closed Cases in real time.
What type of event should be used to meet this requirement?

Push Topic Event

Change Data Capture Event

Platform Event

Generic Event

NO.55 Northern Trail Outfitters (NTO) has hired an Integration Architect to design the integrations between existing systems and a new instance of Salesforce. NTO has the following requirements:
1. Initial load of 2M Accounts, 5.5M Contacts, 4.3M Opportunities, and 45k Products into the new org.
2. Notification of new and updated Accounts and Contacts needs to be sent to 3 external systems.
3. Expose custom business logic to 5 external applications in a highly secure manner.
4. Schedule nightly automated dataflows, recipes and data syncs.
Which set of APIs are recommended in order to meet the requirements?

Bulk API, Chatter REST API, Apex SOAP API, Tooling API

Bulk API, Chatter REST API, Apex REST API, Analytics REST API

Bulk API, Streaming API, Apex REST API, Analytics REST API

Bulk API, Streaming API, Apex SOAP API, Analytics REST API

NO.56 Northern Trail Outfitters has a registration system that is used for workshops offered at its conferences. Attendees use a Salesforce community to register for workshops, but the scheduling system manages workshop availability based on room capacity. It is expected that there will be a big surge of requests for workshop reservations when the conference schedule goes live.
Which integration pattern should be used to manage the influx in registrations?

Remote Process Invocation-Request and Reply

Remote Process Invocation-Fire and Forget

Batch Data Synchronization

Remote Call-In

Salesforce Integration-Architect Certification Exam is a highly sought-after certification in the Salesforce ecosystem. It validates the professional’s ability to design and implement seamless, efficient, and effective integrations between Salesforce and other systems. Integration-Architect exam covers a range of topics, including integration architecture, data integration, API integration, security and governance, and performance optimization. Passing this certification exam demonstrates an individual’s expertise in designing and implementing robust integration solutions that meet business requirements and maximize the value of Salesforce investments.

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[Dec 07, 2025] Powerful Integration-Architect PDF Dumps for Integration-Architect Questions [Q33-Q56]

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