[May-2026] Valid Way To Pass Salesforce Exam Dumps with Integration-Architect Exam Study Guide
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NEW QUESTION # 55
A Salesforce customer is planning to roll out Salesforce for all of their sales and service staff. Senior management has requested that monitoring be in place for Operations to notify any degradation in Salesforce performance. How should an Integration consultant implement monitoring?
- A. Identify critical business processes and establish automation to monitor performance against established benchmarks.
- B. Use APIEVENT to track all user initiated API calls through SOAP, REST, or Bulk APIs.
- C. Use Salesforce API Limits to capture current API usage and configure alerts for monitoring.
Answer: A
Explanation:
Effective operational monitoring focuses on the end-user experience and business outcomes rather than just raw technical metrics. An Integration consultant should identify critical business processes (e.g., "Lead Conversion" or "Order Processing") and establish benchmarks to detect performance degradation.
Monitoring purely technical limits (Option A) or individual API events (Option C) provides "noise" without context. For example, if API usage is high but the system is responding quickly, there is no degradation.
However, if a critical process that normally takes 2 seconds starts taking 10 seconds, that is a clear indicator of a performance issue that impacts the business.32 The consultant should use tools like Salesforce Event Monitoring or external APM (Application Performance Management) tools to track the execution time of these key transactions. By setting alerts when performance deviates from established benchmarks, Operations can be proactively notified before users begin to lose productivity or abandon the system. This holistic approach ensures that monitoring is aligned with business value and provides actionable insights for troubleshooting bottlenecks in code, automation, or integrations.
NEW QUESTION # 56
A security assessment noted vulnerabilities on unmanaged packages; notably, secrets like usernames, passwords, and OAuth tokens are stored in plain text. Which persistence mechanisms should an integration architect require to ensure that secrets are protected from deliberate or inadvertent exposure?
- A. Protected Custom Metadata Types and Named Credentials
- B. Encrypted Custom Fields and Protected Custom Settings
- C. Named Credentials and Protected Custom Settings
Answer: C
NEW QUESTION # 57
Northern Trail Outfitters submits orders to the manufacturing system web-service. Recently, the system has experienced outages that keep service unavailable for several days.
What solution should an architect recommend to handle errors during these types of service outages?
- A. Use Outbound Messaging to automatically retry failed service calls.
- B. Use middleware queuing and buffering to insulate Salesforce from system outages.
- C. A Use Platform Event replayld and custom scheduled Apex process to retrieve missed events.
- D. Use @future jobld and custom scheduled apex process to retry failed service calls.
Answer: B
Explanation:
https://developer.salesforce.com/docs/atlas.en-us.platform_events.meta/platform_events/platform_events_api_considerations.htm
NEW QUESTION # 58
A customer is migrating from an old legacy system to Salesforce and wants to integrate all existing systems currently working with the legacy application. Which constraint/pain-point should an integration architect consider when choosing the integration pattern/mechanism?
- A. Multi-language and multi-currency requirement
- B. Data volume and processing volume
- C. Reporting and usability requirements
Answer: B
Explanation:
When designing an integration architecture for a legacy migration, Data volume and processing volume are the primary technical constraints that dictate the choice of integration pattern.
Salesforce is a multi-tenant environment with strict governor limits. High data volumes can quickly exhaust synchronous request limits, API quotas, and storage allocations. An architect must evaluate:
* Synchronous vs. Asynchronous: High-volume processing often requires asynchronous patterns (like Batch or Fire-and-Forget) to avoid blocking user actions and hitting concurrent request limits.
* Bulk vs. REST: If millions of records need to be migrated or synchronized daily, the Bulk API is the only scalable mechanism, as standard REST or SOAP APIs are not optimized for massive datasets.
* Data Persistence: Large volumes of read-only data might be better served through Data Virtualization (Salesforce Connect) to avoid consuming expensive Salesforce storage.
While reporting (Option C) and multi-currency (Option B) are important business requirements, they are functional configurations within Salesforce and do not drive the technical "plumbing" of the integration as heavily as volume does. By prioritizing the evaluation of volume and processing needs, the architect ensures that the integration is stable, performant, and capable of scaling as the business grows.
NEW QUESTION # 59
Northern Trail Outfitters (NTO) use Salesforce to track leads, opportunities, and to capture order details.
However, Salesforce isn't the system that holds or processes orders. After the order details are captured in Salesforce, an order must be created in the remote system, which manages the orders life cylce. The Integration Architect for the project is recommending a remote system that will subscribe to the platform event defined in Salesforce.
Which integration pattern should be used for this business use case?
- A. Request and Reply
- B. Batch Data Synchronization
- C. Remote Call In
- D. Fire and Forget
Answer: D
Explanation:
Explanation
The Fire and Forget pattern is suitable for this business use case because it allows sending a message from Salesforce to the remote system without waiting for a response or acknowledgement. This reduces the latency and complexity of the integration and enables asynchronous processing of the orders in the remote system. The platform event defined in Salesforce can be used to publish the order details to the remote system, which can subscribe to the event and create the order accordingly1
NEW QUESTION # 60
Which WSDL should an architect consider when creating an integration that might be used for more than one salesforce organization and different metadata?
- A. Partner WSDL
- B. Enterprise WSDL
- C. Corporate WSDL
- D. SOAP API WSDL
Answer: A
Explanation:
The Partner WSDL is the best option for creating an integration that might be used for more than one Salesforce organization and different metadata.The Partner WSDL is loosely typed and can reflect against any configuration of Salesforce. It is static and does not change if modifications are made to an organization's Salesforce configuration. Therefore, it is more flexible and adaptable than the Enterprise WSDL, which is strongly typed and bound to a specific configuration of Salesforce1 References: Differences between Salesforce provided WSDL files
NEW QUESTION # 61
A global financial company with a core banking system processing 1 million transactions per day wants to build a community portal. Customers need to review their bank account details and transactions. What should an integration architect recommend to enable community users to view their financial transactions?
- A. Use Salesforce Connect to display the financial transactions as an external object.
- B. Use Iframe to display core banking financial transactions data in the customer community.
Answer: A
Explanation:
When dealing with high-volume data (1 million transactions per day) that does not need to be stored natively in Salesforce, the architect should recommend Data Virtualization via Salesforce Connect.
Salesforce Connect allows the company to display external data as External Objects. This approach provides several architectural advantages for a banking community:
* No Data Storage: Transactions remain in the core banking system, avoiding the massive storage costs and complex synchronization logic required to house millions of records natively in Salesforce.
* Real-Time Visibility: Because External Objects are queried on-demand via the OData protocol or a custom Apex adapter, customers see the most up-to-date transaction history every time they refresh the page.
While an Iframe (Option B) is technically possible, it is often discouraged due to security concerns (such as clickjacking) and a poor user experience, as the Iframe does not natively integrate with Salesforce UI components or reporting. Salesforce Connect provides a "seamless" look and feel, allowing External Objects to be used in related lists and Lightning components just like standard Salesforce records, while keeping the heavy data burden on the performant core banking system.
NEW QUESTION # 62
A company needs to send data from Salesforce to a homegrown system behind a corporate firewall. The data is pushed one way, doesn't need to be real-time, and averages 2 million records per day. What should an integration architect consider?
- A. Due to high volume of records, number of concurrent requests can hit the limit for the REST API.
- B. Due to high volume of records, the external system will need to use a BULK API Rest endpoint to connect to Salesforce.
- C. Due to high volume of records, a third-party integration tool is required to stage records off platform.
Answer: C
Explanation:
With a volume of 2 million records per day, this integration exceeds the practical limits of standard near- real-time patterns like Outbound Messaging or synchronous Apex Callouts. Sending 2 million individual REST requests would likely exhaust the daily API limit and could cause significant performance degradation in Salesforce due to transaction overhead.
An Integration Architect must recommend an Asynchronous Batch Data Synchronization pattern, typically facilitated by a third-party ETL/Middleware tool (e.g., MuleSoft, Informatica, or Boomi). Staging the records off-platform is essential for several reasons:
* Throttling: The homegrown system behind a firewall may not be able to handle a massive, sudden burst of 2 million records. A middleware tool can ingest the data from Salesforce and "drip-feed" it into the target system at an acceptable rate.
* Error Handling and Retries: Middleware provides sophisticated persistence and "Dead Letter Queues" to ensure that if the homegrown system goes offline, no data is lost.
* API Efficiency: The middleware can use the Salesforce Bulk API 2.0 to extract the data in large chunks, which is significantly more efficient than individual REST calls and consumes far fewer API limits.
Option A is a valid concern but is a symptom of the wrong choice of tool (REST). Option B describes an inbound integration to Salesforce, whereas the requirement is outbound. By utilizing a third-party tool to stage and manage the 2 million record flow, the architect ensures that the integration is scalable, respects the corporate firewall constraints (via a secure agent or VPN), and maintains the performance of the Salesforce production environment.
NEW QUESTION # 63
Universal Containers (UC) is a large printing company that sells advertisement banners. The company works with third-party agents on banner initial design concepts. The design files are stored in an on-premise file store that can be accessed by UC internal users and the third party agencies. UC would like to collaborate with the
3rd part agencies on the design files and allow them to be able to view the design files in the community.
The conceptual design files size is 2.5 GB.
Which solution should an integration architect recommend?
- A. Use Salesforce Files to link the files to Salesforce records and display the record and the files in the community.
- B. Create a custom object to store the file location URL, when community user clicks on the file URL, redirect the user to the on-prem system file location.
- C. Create a lightning component with a Request and Reply integration pattern to allow the community users to download the design files.
- D. Define an External Data Source and use Salesforce Connect to upload the files to an external object.
Link the external object using Indirect lookup.
Answer: B
Explanation:
Explanation
The best solution for this scenario is to use a custom object to store the file location URL and redirect the community user to the on-premise file store when they click on the URL. This way, the community user can access the large design files without having to download them or use any external data source. Option A is not feasible because the Request and Reply integration pattern is not suitable for large files and would cause performance issues. Option B is not correct because Salesforce Connect cannot upload files to an external object, only data. Option D is not possible because Salesforce Files has a limit of 2 GB per file, and the design files are 2.5 GB in size. References:
Salesforce Connect Developer Guide
Salesforce Files Developer Guide
NEW QUESTION # 64
Northern Trail Outfitters submits orders to the manufacturing system web-service. Recently, the system has experienced outages that keeping service unavailable for several days.
What solution should an architect recommend to handle errors during these types of service outages?
- A. Use Outbound Messaging to automatically retry failed service calls.
- B. Use middleware queuing and buffering to insulate Salesforce from system outages.
- C. Use @future jobld and custom scheduled apex process to retry failed service calls.
- D. A Use Platform Event replayldand custom scheduled Apex process to retrieve missed events.
Answer: B
Explanation:
Explanation
Using middleware queuing and buffering is a solution that can handle errors during service outages by storing the messages in a queue until the service is available again. This way, Salesforce does not lose any data or encounter any failures when the service is down. Using @future jobld and custom scheduled apex process to retry failed service calls is not a good solution because it can consume a lot of governor limits and create a lot of duplicate records. Using Outbound Messaging to automatically retry failed service calls is also not a good solution because it has a limited number of retries and a fixed retry interval, which may not be sufficient for long service outages. Using Platform Event replayld and custom scheduled Apex process to retrieve missed events is not applicable for this scenario because Platform Events are used for event-driven integration, not for web-service integration. Reference: Salesforce Integration Architecture Designer Resource Guide, page 29-30
NEW QUESTION # 65
A new Salesforce program has the following high-level abstract requirement: Business processes executed on Salesforce require data updates between their Internal systems and Salesforce.
Which relevant detail should an integration architect seek to specifically solve for integration architecture needs of the program?
- A. Core functional and non-functional requirements for User Experience design, Encryption needs, Community and license choices
- B. Integration skills, SME availability, and Program Governance details
- C. Timing aspects, real-time/near real-time (synchronous or asynchronous), batch and update frequency
Answer: C
Explanation:
Explanation
Timing aspects, real-time/near real-time (synchronous or asynchronous), batch and update frequency are relevant details that an integration architect should seek to specifically solve for integration architecture needs of the program. These details help to determine the appropriate integration pattern, technology, and solution for the business requirements. Core functional and non-functional requirements for User Experience design, Encryption needs, Community and license choices are important for the overall program design, but not specific to the integration architecture needs. Integration skills, SME availability, and Program Governance details are also important for the program execution, but not specific to the integration architecture needs.
NEW QUESTION # 66
Which three considerations should an Integration Architect consider when recommending Platform Event as a Integration solution?
Choose 3 answers
- A. When you delete an event definition, it's permanently removed and can't be restored.
- B. Subscribe to an AssetToken Event stream to monitor OAuth2.0 authentication activity. C
- C. You can use Event Monitoring to track user activity, such as logins and running reports.
- D. Inability to create a Lightning record page for platform events.
- E. Inability to query event messages using SOQL
Answer: A,D,E
Explanation:
Explanation
These are three considerations that an Integration Architect should consider when recommending Platform Event as an Integration solution. Platform Events are a type of event-driven architecture that allows you to publish and subscribe to custom events in Salesforce and external systems. Platform Events have some limitations and features that an Integration Architect should be aware of, such as:
Inability to query event messages using SOQL. Platform Events are not stored in Salesforce database, but in an event bus that retains them for 24 hours. You cannot use SOQL to query event messages, but you can use the EventLogFile object or the Event Monitoring feature to access them.
Inability to create a Lightning record page for platform events. Platform Events are not standard or custom objects, but a special type of sObject that can be inserted into the event bus. You cannot create a Lightning record page for platform events, but you can use Apex triggers, Lightning web components, or CometD clients to subscribe to them.
When you delete an event definition, it's permanently removed and can't be restored. An event definition is a metadata type that defines the schema and properties of a platform event message. You can create or modify event definitions in Salesforce Setup or using Metadata API. However, if you delete an event definition, it's permanently removed from your org and can't be restored. You also lose access to any event messages that use that event definition.
References: Certification - Integration Architect - Trailhead, [Platform Events Developer Guide]
NEW QUESTION # 67
Northern Trail Outfitters needs to present shipping costs and estimated delivery times to their customers.
Shipping services used vary by region, and have similar but distinct service request parameters.
Which integration component capability should be used?
- A. Outbound Messaging to request costs and delivery times from Shipper delivery services with automated error retry.
- B. Enterprise Service Bus user interface to collect shipper-specific form data.
- C. Enterprise Service Bus to determine which shipping service to use, and transform requests to the necessary format.
- D. APEX REST Service to implement routing logic to the various shipping service.
Answer: C
Explanation:
Explanation
Using an Enterprise Service Bus (ESB) to determine which shipping service to use, and transform requests to the necessary format is a good solution because it can provide routing, transformation, mediation, and orchestration capabilities for integrating different services. An ESB can also abstract the complexity and heterogeneity of the services from the client application, which simplifies the integration. Using Outbound Messaging to request costs and delivery times from Shipper delivery services with automated error retry is not a good solution because Outbound Messaging is a Salesforce-specific feature that uses SOAP web services, which may not be compatible with all shipping services. Using APEX REST Service to implement routing logic to the various shipping service is also not a good solution because it can introduce performance and scalability issues, as well as increase the maintenance cost and complexity of the code. Using Enterprise Service Bus user interface to collect shipper-specific form data is not a valid option because an ESB does not have a user interface component. Reference: Salesforce Integration Architecture Designer Resource Guide, page 16-17
NEW QUESTION # 68
Universal containers is planning to implement Salesforce as their CRM system. Currently they have the following systems
1. Leads are managed in a Marketing System.
2. Sales people use Microsoft Outlook to enter contacts, emails and manage activities.
3. Inventory, Billing and Payments are managed in their ERP system. 4. The proposed CRM system is expected to provide Sales and Support people the ability to have a single view of their customers and manage their contacts, emails and activities in Salesforce CRM.
What should an Integration Consultant consider to support the proposed CRM system strategy?
- A. Plan for migration of customer and sales data across systems on a regular basis to keep them in sync.
- B. Explore Out of box Salesforce connectors for integration with ERP, Marketing and Microsoft Outlook systems.
- C. Propose a middleware system that can support interface between systems with Salesforce.
- D. Evaluate current and future data and system usage and then identify potential integration requirements to Salesforce.
Answer: D
NEW QUESTION # 69
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. Leverage Change Data Capture to track changes to the Contact object and write a CometD subscriber on the homegrown application.
- B. Write an Apex Trigger with the @future annotation.
- C. Leverage Platform Events to publish a custom event message containing changes to the Contact object.
Answer: A
Explanation:
D Use an ETL tool to keep Salesforce and the homegrown application in sync on a regular candence.
NEW QUESTION # 70
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