Valid Integration-Architect Practice Test Dumps with 100% Passing Guarantee [Apr-2026]
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To prepare for the Salesforce Integration-Architect exam, candidates must have experience working with Salesforce and implementing integration solutions. They should also have a solid understanding of integration patterns, protocols, and tools. Salesforce offers a range of training resources, including courses, guides, and practice exams, to help candidates prepare for the exam. Additionally, Salesforce recommends that candidates gain hands-on experience by working on real-world integration projects.
NEW QUESTION # 46
A company needs to integrate a legacy on premise application that can only support SOAP API. After the Integration Architect has evaluated the requirements and volume, they determined that the Fire and Forget integration pattern will be most appropriate for sending data from Salesforce to the external application and getting response back in a strongly typed format.
Which integration capabilities should be used to integrate the two systems?
- A. Platform Events for Salesforce to Legacy System direction and SOAP API using Enterprise WSDL for the communication back from legacy system to salesforce.
- B. Outbound Message for Salesforce to Legacy System direction and SOAP API using Partner WSDL for the communication back from legacy system to salesforce.
- C. Platform Events for Salesforce to Legacy System direction and SOAP API using Partner WSDL for the communication back from legacy system to salesforce.
- D. Outbound Message for Salesforce to Legacy System direction and SOAP API using Enterprise WSDL for the communication back from legacy system to salesforce.
Answer: D
NEW QUESTION # 47
Salesforce users need to read data from an external system via HTTPS request.
Which two security methods should an integration architect leverage within Salesforce to secure the integration?
Choose 2 answers
- A. Authorization Provider
- B. Named Credentials
- C. Two-way SSL
- D. Connected App
Answer: B,C
Explanation:
Named Credentials and Two way SSL are two security methods that an integration architect can leverage within Salesforce to secure the integration with an external system via HTTPS request. Named Credentials are a type of metadata that store authentication settings for accessing external services. They allow you to specify the URL of a service,the authentication protocol, and the credentials for accessing the service. Two way SSL is a type ofmutual authentication that requires both the client and the server to present their certificates to each other. This ensures that both parties are who theyclaim to be, and that the communication is encrypted. Two way SSL can be configured in Salesforce by uploading a certificate and a private key, and associating them with a named credential. References: Certification - Integration Architect - Trailhead, [Named Credentials],
[Mutual Authentication]
NEW QUESTION # 48
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 include product exchanges, authorization clicks, subscription cancellations, and refund initiations via Cases. Which solution should meet these business requirements?
- A. Case Workflow Rule that sends an Outbound Message
- B. Case Trigger after insert, after update to publish the platform event
- C. Case after insert Trigger that executes a callout
Answer: B
Explanation:
To meet a requirement for real-time event capture that supports an external analytics system, the arc14hitect must choose a pattern that is scalable, decoupled, and reliable. Platform Events are the modern standard for this use case.
By using a Case Trigger to publish a specific Platform Event, NTO creates a highly decoupled Publish
/Subscribe architecture. The external analytics system (or a middleware layer feeding it) acts as a subscriber to the event channel. This is superior to standard callouts or outbound messaging for several reasons:
* Durability: Platform Events offer a 72-hour retention window. If the analytics system is momentarily offline, it can use the Replay ID to retrieve missed events.
* Atomic Transactions: Triggers can be configured to publish events only after the database transaction successfully commits ("Publish After Commit"), ensuring the analytics system doesn't receive data for transactions that were eventually rolled back.
* Event Volume: Platform Events are designed to handle much higher volumes of real-time messages than standard synchronous callouts.
Option A (Apex Callouts) is a point-to-point, synchronous pattern that would block Case processing and risk hitting "Concurrent Long-Running Request" limits. Option B (Outbound Messaging) is reliable but is limited to a single object per message and uses a rigid SOAP format that is less flexible for ad-hoc external analytics than the modern JSON/CometD/gRPC structures used by the event bus. By implementing Option C, the architect ensures that every specific business milestone (refund, exchange, cancellation) is broadcasted immediately, providing the customer service director with the accurate, real-time visibility required for trending and metrics.
NEW QUESTION # 49
Northern Trail Outfitters is planning to perform nightly batch loads into Salesforce using the Bulk API. The CIO wants monitoring recommendations for these jobs. Which recommendation should help meet the requirements?
- A. Write the error response from the Bulk API status to a custom error logging object in Salesforce using an Apex trigger, and create reports on the object.
- B. Visually monitor in the Salesforce UI using the "Bulk Data Load Jobs" in Salesforce in the setup menu.
- C. Set the Salesforce debug logs level to "finest", and add the user ID running the job to monitor in the
"Debug Logs" in the setup menu.
Answer: B
Explanation:
For monitoring high-volume Bulk API jobs, the standard and most efficient architectural recommendation is to use the native Bulk Data Load Jobs page in Salesforce Setup.
This page provides a comprehensive, out-of-the-box view of all asynchronous API jobs, including their status (Queued, In Progress, Completed, Failed), the number of records processed, and any overall job errors. It allows administrators to download the result files for each batch to see record-level successes and failures without the overhead of custom code or data storage.
Option B is generally discouraged for high-volume nightly loads. Since the Bulk API is designed to bypass standard synchronous logic for performance, writing errors to a custom object for millions of records would consume significant data storage and could trigger additional governor limit issues during the load itself.
Option C is ineffective for Bulk API monitoring; debug logs capture Apex execution but do not monitor the background processing of asynchronous Bulk API batches, and they would quickly become overwhelmed by the volume of data. For enterprise-grade monitoring9, the native UI provides the necessary visibility into job health with zero impact on platform performance or storage.
NEW QUESTION # 50
Sales representatives at Universal Containers (UC) use Salesforce Sales Cloud as their primary CRM. UC owns a legacy homegrown application that stores a copy of customer dataas well. Sales representatives may edit or update Contact records in Salesforce if there is a change.
Both Salesforce and the homegrown application should be kept synchronized for consistency. UC has these requirements:
1. When a Contact record in Salesforce is updated, the external homegrown application should be
2. The synchronization should be event driven.
3. The integration should be asynchronous.
Which option should an architect recommend to satisfy the requirements?
- A. Write an Apex Trigger with the @future annotation.
- B. Leverage Change Data Capture to track changes to the Contact object and write a CometD subscriber on the homegrown application.
- C. Leverage Platform Events to publish a custom event message containing changes to the Contact object.
Answer: B
Explanation:
D Use an ETL tool to keep Salesforce and the homegrown application in sync on a regular candence.
NEW QUESTION # 51
KiA B2C Enterprise Customer has the following use case that involves processing payment from an external payment gateway service in Salesforce.
1. Customer requests Customer Service Representative (CSR) for a Service upgrade.
2. Customer provides credit card details to CSR for payment.
3. CSR submits payment information in Salesforce, and processed in a
4. CSR receives confirmation of payment.
5. CSR upgrades service for customer and confirms Customer.
external payment gateway.
This use case requires the CSR to obtain confirmation of payment before upgrading the service.
The integration with Payment gateway needs to be reliable and monitored for audit purposes.
The payment gateway service isan external RESTful service that the B2C Enterprise Customer has subscribed for.
What should an Integration Architect recommend for this integration?
- A. Make a callout to the payment gateway through ESB supporting error handling and logging for audit purposes.
- B. Build a custom Apex Callout to external Payment gateway service and provide success message to the CSR, the details of callouts and responses are logged for audit purposes.
- C. Use External Services feature to integrate gateway to Salesforce ensuring real-time updates the CSR and support post payment processes.
- D. Platform events allow integration to payment gateway through the exchange of real-time event data, platform events are scalable and secure.
Answer: A
Explanation:
Make a callout to the payment gateway through ESB supporting error handling and logging for audit purposes. This solution meets the requirements of integrating with an external RESTful service, ensuring real- time updates to the CSR, and supporting post payment processes. ESB stands for Enterprise Service Bus, which is a software architecture model that allows communication between different applications via a common bus. ESB can handle the callout to the payment gateway service, and provide error handling, logging, routing, transformation,and orchestration capabilities. ESB can also integrate with other systems or services that are involved in the post payment processes, such as billing, invoicing, or reporting.
References: Certification - Integration Architect - Trailhead, [Enterprise Integration Patterns]
NEW QUESTION # 52
The URL for an external service has been changed without prior notice. The service provides up to date money exchange rates that is accessed several times from Salesforce and is a business critical function for end users.
Which two solutions shouldan Integration Architect recommend be implemented to minimize potential downtime for users in this situation?
Choose 2 answers
- A. Named Credentials
- B. Enterprise ESB
- C. Remote Site Settings
- D. Content Security Policies
Answer: A,B
Explanation:
Explanation
The best solutions for minimizing potential downtime for users in this situation are to use named credentials and an enterprise ESB. Named credentials allow you to store the URL and authentication parameters of an external service in one definition, and then use it in Apex callouts or declarative integrations. If the URL of the external service changes, you only need to update the named credential once, and all the integrations that use it will be updated automatically. An enterprise ESB is a middleware layer that acts as a broker between different systems and services. It can provide routing, transformation, orchestration, and monitoring capabilities for integrations. If the URL of an external service changes, you only need to update the ESB configuration once, and all the integrations that use it will be updated automatically. Option B is not correct because remote site settings only allow you to specify the domains that are allowed for callouts from your org. They do not store any authentication parameters or provide any routing or transformation capabilities. Option C is not correct because content security policies are used to control what resources can be loaded on a Visualforce or Lightning page. They do not store any authentication parameters or provide any routing or transformation capabilities. References:
Named Credentials
Streamline and Secure: Mastering Named Credentials in Salesforce
NEW QUESTION # 53
A customer is migrating from an old legacy system to Salesforce. As part of the modernization effort, the customer would like to integrate all existing systems that currently work with its legacy application with Salesforce.
Which constraint/pain-point should an integration architect consider when choosing the integration pattern
/mechanism?
- A. Reporting and usability requirements
- B. Multi-language and multi-currency requirement
- C. System types APIs, File systems, Email
Answer: C
NEW QUESTION # 54
A company needs to integrate a legacy on-premise application that can only support SOAP API. After the integration architect evaluates the requirements and volume, they determine that the Fire and Forget integration pattern will be most appropriate for sending data from Salesforce to the external application and getting response back in a strongly-typed format.
Which integration capabilities should be used to integrate the two systems?
- A. Outbound Messaging for Salesforce to Legacy System direction and SOAP API using Partner Web Services Description Language (WSDL) for the communication back from legacy system to Salesforce
- B. Outbound Messaging for Salesforce to Legacy System direction and SOAP API using Enterprise WSDL for the communication back from legacy system to Salesforce
- C. Platform Events for Salesforce to Legacy System direction and SOAP API using Enterprise WSDL for the communication back from legacy system to Salesforce
Answer: B
Explanation:
When integrating with a legacy SOAP-only application using a Fire and Forget pattern, Salesforce Outbound Messaging is the native, declarative choice.
Outbound Messaging is a platform feature that sends a SOAP message to a designated endpoint when specific criteria are met. It is inherently asynchronous and provides built-in reliability; if the legacy system is offline, Salesforce will automatically retry the delivery for up to 24 hours. This perfectly fits the "Fire and Forget" requirement.
For the strongly-typed response back (Remote Call-In), the Enterprise WSDL is the correct recommendation.1415
* Enterprise WSDL: This is a strongly-typed WSDL generated specifically for one org's metadata. It includes specific references to16 custom objects and fields, ensu17ring that the legacy system can communicate with Salesforce using a rigid, predictable data structure.
* Partner WSDL (Option C): This is a loosely-typed WSDL designed for developers building tools that must work across many different orgs; it is not ideal for an internal, strongly-typed legacy integration.
While Platform Events (Option B) are a modern alternative, they typically use REST or Streaming APIs, making them a less natural fit for an application that "can only support SOAP". By combining Outbound Messaging and the Enterprise WSDL, the architect provides a robust, SOAP-native solution that satisfies the business's technical constraints and reliability requirements.
NEW QUESTION # 55
Northern Trail Outfitters needs to secure an integration with an external Microsoft Azure API Gateway.
What integration security mechanism should be employed?
- A. Use an API only user profile and implement use an external identity provider with federated API access.
- B. Configure a connected app with an authorization endpoint of the API gateway and configure OAuth settings.
- C. Implement Salesforce Shield with Encryption at Rest and generate a tenant secret.
- D. Configure mutual server authentication with two-way SSL using CA issued certificates.
Answer: D
NEW QUESTION # 56
Northern Trail Outfitters needs to make synchronous callouts "available to promise"services to query product availability and reserve inventory during customer checkout process.
Which two considerations should an integration architect make when building a scalable integration solution?
Choose 2 answers
- A. The typical and worst-case historical response times.
- B. The number batch jobs that can run concurrently.
- C. The maximum query cursors open per user on the service.
- D. How many concurrent service calls are being placed.
Answer: A,D
Explanation:
The typical and worst-case historical response times, and how many concurrent service calls are being placed are two considerations that an integration architect should makewhen building a scalable integration solution for synchronous callouts to "available to promise" services. These two factors can affect the performance, reliability, and availability of the integration solution, as well as the user experience of the customer checkout process. Theintegration architect should design the solution to handle high volumes of service calls, optimize the response times, handle errors and timeouts, and avoid hitting governor limits or service quotas.
References: Certification - Integration Architect - Trailhead, [Callout Limits and Limitations], [Integration Patterns and Practices]
NEW QUESTION # 57
Northern Trail Outfitters (NTO) uses Salesforce to track leads, opportunities, and order details that convert leads to customers. However, orders are managed by an external (remote) system. Sales reps want to view and update real-time order information in Salesforce. NTO wants the data to only persist in the external system.
Which type of integration should an architect recommend to meet this business requirement?
- A. Process Orchestration
- B. Data Virtualization
- C. Data Synchronization
Answer: B
Explanation:
The requirement to view and update data in real-time while ens5uring the data only persists in the external system is the definition of a Data Virtualization pattern. In this architectural model, Salesforce does not store a local copy of the data (which would be Data Synchronization), but instead acts as a window into the external system of record.
An Integration Architect implements Data Virtualization primarily through Salesforce Connect. This tool allows the external system's order table to be represented as an External Object in Salesforce. Because the data is retrieved on-demand via a web service call (typically using the OData protocol), it is always "real- time." Furthermore, since Salesforce Connect supports writeable external objects, sales reps can update the order information directly from the Salesforce UI, and those changes are sent back to the external system immediately without being saved to the Salesforce database.
This approach is superior to Data Synchronization (Option A) in this specific use case because it eliminates the need for data storage costs and the complexity of keeping two databases in sync. It is also distinct from Process Orchestration (Option C), which focuses on the sequencing of tasks across multiple systems rather than the real-time presentation of external data. By utilizing Data Virtualization, NTO achieves a seamless user experience where external orders look and feel like native Salesforce records while strictly adhering to the "no persistence" constraint.
NEW QUESTION # 58
Which two approaches will require the least amount of development effort?
Choose 2 answers
- A. Call the Salesforce REST API to insert the lead into the target system.
- B. Configure named credentials inthe source org.
- C. Use the Composite REST API to aggregate multiple leads in a single call.
- D. Use the tooling API with Process Builder to insert leads in real time.
Answer: B,C
Explanation:
The two approaches that will require the least amount of development effort are configuring named credentials in the source org and using the Composite REST API to aggregate multiple leads in a single call.
Named credentials are a type of metadata that store authentication information for accessing external services, such as the target Salesforce org. By using named credentials, you can simplify the code for making callouts and avoid hardcoding credentials or tokens. The Composite REST API is a resource that allows you to execute multiple REST API requests in a single call. You can use the Composite REST API to create, update, or delete up to 25 records in one request. This can reduce the number of API calls and improve performance.
References: [Named Credentials], [Composite Resources]
NEW QUESTION # 59
The sales Operations team at Northern Trail Outfitters imports new leads each day. An integrated legacy territory management system assigns territories to leads before Sales team members can work on them. The current integration often experiences latency issues.
Which two recommendations should an Architect make to improve the integration performance?
Choose 2 answers
- A. Legacy system should submit in parallel mode.
- B. Legacy system should submit in serial mode.
- C. Reduce batch size of synchronous BULK API.
- D. Reduce batch size of asynchronous BULK API.
Answer: A,D
Explanation:
Explanation
Reducing the batch size of asynchronous BULK API and submitting the legacy system in parallel mode are two recommendations that can improve the integration performance. The BULK API is designed to handle large-scale data loads, but it can also cause latency issues if the batch size is too large or the network bandwidth is insufficient. Reducing the batch size can help to avoid timeouts and improve throughput.
Submitting the legacy system in parallel mode can also speed up the integration process by allowing multiple batches to be processed concurrently, as long as there are no dependencies or conflicts between them.
Reference: Salesforce Integration Architecture Designer Resource Guide, page 21
NEW QUESTION # 60
A customer of Salesforce has used Platform Events to integrate their Salesforce instance with an external third party Artificial Intelligence (AI) system. The AI system provides a prediction score for each lead that is received by Salesforce. Once the prediction score is received, the lead information is saved to Platform events for other processes. The trigger on the Platform Events is failing once this was rolled out to Production.
What type of monitoring should the Integration Consultant have considered to monitor this integration?
- A. Monitor Platform Events created per hour limits across the Salesforce instance.
- B. Validate the Platform Event definition matches leads definition.
- C. Set up debug logs for Platform Event triggers to monitor performance .
- D. Monitor the volume of leads that are created in Salesforce.
Answer: C
NEW QUESTION # 61
NTO is merging two orgs but needs the retiring org available for lead management (connected to web forms).
New leads must be in the new instance within 30 minutes. Which approach requires the least amount of development effort?
- A. Use the Tooling API with Process Builder to insert leads in real time.
- B. Configure named credentials in the source org.
- C. Use the Composite REST API to aggregate multiple leads in a single call.
Answer: C
NEW QUESTION # 62
Customer is evaluating Platform Events solution and would like help in comparing/contrasting it with Outbound Message for a real-time / near-real time needs. They expect 3,000 consumers of messages from Salesforce.
Which three considerations should be evaluated and highlighted when deciding between the solutions?
Choose 3 answers
- A. Number of concurrent subscribers to Platform Events is capped at 2,000. An Outbound Message configuration can pass only 100 notifications in a single messages to a SOAP end point.
- B. Both Platform Events and Outbound Message offer declarative means for asynchronous near-real time needs. They aren't best suited for real- time integrations.
- C. Message sequence is possible in Outbound Message but not guaranteed with Platform Events. Both offer very high reliability. Fault handling and recovery are fully handled by Salesforce.
- D. In both Platform Events and Outbound Messages, the event messages are retried by and delivered in sequence, and only once. Salesforce ensures there is no duplicate message delivery.
- E. Both Platform Events and Outbound Message are highly scalable. However, unlike Outbound Message, only Platform Events have Event Delivery and Event Publishing limits to be considered.
Answer: A,D,E
Explanation:
https://developer.salesforce.com/docs/atlas.en-us.platform_events.meta/platform_events/platform_event_limits.htm
https://help.salesforce.com/articleView?id=workflow_om_considerations.htm&type=5
NEW QUESTION # 63
Northern Trail Outfitters (NTO) has recently changed its 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.
Which consideration should an integration architect evaluate before choosing a middleware solution?
- A. The middleware solution enforces the OAuth security protocol.
- B. An API Gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.
- C. The middleware solution is able to interface directly with databases via an Open Database Connectivity (ODBC) connection string.
Answer: B
NEW QUESTION # 64
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
- A. Reporting and usability requirements
- B. Multi-language and multi-currency requirement
- C. Data Volume and Processing volume
- D. System types - APIs, File systems, Email
- E. Error handling mechanisms
Answer: C,D,E
NEW QUESTION # 65
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Salesforce Integration-Architect Certification is designed to test your knowledge and expertise in the field of Salesforce Integration. Salesforce Certified Integration Architect certification covers a broad range of topics, including integration architecture, data architecture, API management, data migration, web services, and more. Salesforce Certified Integration Architect certification is ideal for technical architects, solution architects, and developers who are looking to validate their expertise in Salesforce Integration.
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