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Salesforce Integration-Architect Certification Exam is a globally recognized certification program that validates the expertise and skills of integration architects in designing and implementing complex integration solutions using the Salesforce platform. Salesforce Certified Integration Architect certification exam is designed for experienced integration architects who possess a deep understanding of integration patterns, data modeling, security, and performance best practices.

Salesforce Certified Integration Architect is a highly respected certification in the Salesforce ecosystem. Salesforce Certified Integration Architect certification is designed for professionals who have a deep understanding of integration architecture and have experience in designing and implementing complex integration solutions. Salesforce Certified Integration Architect certification validates your knowledge and skills in designing and implementing integration solutions using various tools and technologies, such as APIs, middleware, and ETL tools.

Salesforce Certified Integration Architect Sample Questions (Q94-Q99):

NEW QUESTION # 94
A Salesforce customer is planning to roll out Salesforce for all their Sales and Service staff.
Senior Management has requested that monitoring is to be in pla for Operations to notify any degradation in Salesforce performance.
How should an integration consultant implement monitoring?

A. Use Salesforce limits API to capture current API usage and configure alerts for monitoring.
B. Identify critical business processes and establish automation to monitor performance against established benchmarks.
C. Request Salesforce to monitor the Salesforce instance and notify when there is degradation in performance.
D. Use APIEVENT to track all user-initiated API calls through SOAP, REST or BULK APIs.

Answer: B

Explanation:
Explanation
The integration consultant should implement monitoring by identifying critical business processes and establishing automation to monitor performance against established benchmarks. This approach can help detect and diagnose any degradation in Salesforce performance, such as slow response time, high error rate, or low availability. The automation can use various tools and methods, such as platform events, event monitoring, health check, or third-party monitoring services123 References: Proactive Monitoring - Salesforce.com, 17 Free Ways to Monitor Your Salesforce Org | Salesforce Ben, Measure Lightning Experience Performance and Experienced ... - Trailhead

NEW QUESTION # 95
A customer's enterprise architect has identified requirements around caching, queuing, error handling, alerts, retries, event handling, etc. The company has asked the integration architect to help fulfill such aspects with its Salesforce program. Which recommendation should the integration architect make?

A. Message transformation and protocol translation should be done within Salesforce.
B. Provide true message queueing for integration scenarios given that a middleware solution is required.
C. Transform a Fire and Forget mechanism to Request and Reply, which should be handled by middleware tools.

Answer: B

Explanation:
Salesforce is a highly capable CRM platform, but it is not a dedicated messaging or orchestration engine.
When requirements include complex message queuing, process choreography, and guaranteed quality of service (QoS), the Integration Architect must recommend a middleware solution (ESB or iPaaS).
"True message queuing" involves holding messages in a persistent state until the target system is ready to receive them, handling sophisticated retry logic (such as exponential backoff), and providing dead-letter queues for failed messages. While Salesforce has basic asynchronous tools like Outbound Messaging or Platform Events, they lack the granular control over queuing and orchestration that enterprise middleware provides.
Option A is incorrect because performing heavy transformation and protocol translation (like XML to JSON or SOAP to REST) within Salesforce consumes excessive Apex CPU time and is better handled by middleware designed for that purpose. Option B is conceptually backward; usually, architects move away from synchronous Request-Reply toward asynchronous Fire-and-Forget to improve scalability. By recommending a middleware solution to handle these infrastructure-level concerns, the architect ensures that Salesforce remains performant for its users while the middleware manages the technical complexities of reliably connecting the enterprise.

NEW QUESTION # 96
A company's cloud-based single page application consolidates data local to the application with data from on premise and 3rd party systems. The diagram below typifies the application's combined use of synchronous and asynchronous calls.
The company wants to use the average response time of its application's user interface as a basis for certain alerts. For this purpose, thefollowing occurs:
1. Log every call's start and finish date and time to a central analytics data store.
2. Compute response time uniformly as the difference between the start and finish date and time - A to H in the diagram.
Which computation represents the end-to-end response time from the user's perspective?

A. Sum of A to H
B. Sum of A and H
C. Sum of A, G, and H
D. Sum of A to F

Answer: B

Explanation:
The end-to-end response time from the user's perspective is the time elapsed between the user's request and the user's receipt of the final response. In the diagram, this corresponds to the sum of A and H, which are the durations of the synchronous calls from the user interface to the cloud-based application and back. The other durations (B to G) are either internal tothe cloud-based application or asynchronous calls that do not affect the user's perception of response time. Therefore, the correct answer is D, because it represents the sum of A and
H.

NEW QUESTION # 97
Northern Trail Outfitters wants to use Salesforce as a front end for creating accounts using the lead-to- opportunity process. An order is created in Salesforce when the opportunity is Closed/Won, but the back-end Enterprise Resource Planning (ERP) system is the data master for order. The customer wants to be able to see within Salesforce all the stages of order processing like Order Created, Order Shipped, and Order Paid that are within the retention window. Which message durability consideration should an integration architect make when designing a solution to meet these business requirements?

A. When subscribing to Salesforce Event Bus, ReplayID is used with a value of -1 to be able to see new events.
B. High-volume event messages are stored for 72 hours (3 days).
C. High-volume event messages are stored for 24 hours (1 day).

Answer: B

Explanation:
When designing a solution that requires Salesforce to receive and display updates from a back-end ERP (such as order status changes), message durability is a critical factor for ensuring data consistency. In an event- driven architecture using Platform Events or Change Data Capture (CDC), Salesforce utilizes an event bus to handle these incoming notifications.
For high-volume event messages, the Salesforce platform provides a native 72-hour (3-day) retention window. This is a significant architectural advantage for several reasons:
* System Resilience: If the Salesforce org or the integration middleware experiences a temporary disruption or is undergoing maintenance, the event messages published by the ERP remain stored in the bus for up to 3 days.
* Data Recovery: Once the connection is restored, the subscribing system (Salesforce) can use the Replay ID to catch up on any missed events from the last 72 hours, ensuring that order stages like
"Order Shipped" or "Order Paid" are not missed.
* SLA Management: This 3-day window exceeds the 24-hour limit of older technologies like PushTopics or Outbound Messaging (Option A), providing more breathing room for disaster recovery scenarios.
While ReplayID -1 (Option C) is used to subscribe only to new events published after the subscription starts, it does not address the durability or retention of historical events needed for recovery. By highlighting the 72- hour retention window, the integration architect provides a design that is robust against outages and guarantees that the "System of Engagement" (Salesforce) stays synchronized with the "System of Record" (ERP).

NEW QUESTION # 98
A company needs to integrate a legacy on-premise application that can only support SOAP API. The integration architect determines that the Fire and Forget integration pattern is most appropriate for sending data from Salesforce to the external application and getting a response back in a strongly-typed format. Which integration capabilities should be used?

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:
For an outbound, declarative, Fire-and-Forget integration to a legacy SOAP-based system, Salesforce Outbound Messaging is the native tool of choice. Outbound Messaging sends an XML message to a designated endpoint when specific criteria are met. It is highly reliable as Salesforce will automatically retry the delivery for up to 24 hours if the target system is unavailable.
For the communication back from the legacy system to Salesforce, a strongly-typed SOAP API approach is required. The Enterprise WSDL is the correct recommendation here because it is a strongly-typed WSDL that is specific to the organization's unique data model (including custom objects and fields). Using the Enterprise WSDL allows the legacy system to communicate with Salesforce using specific data types, providing compile-time safety and reducing errors during the mapping process.
Option A is less efficient because Platform Events would likely require middleware to translate the event into the legacy system's SOAP format. Option B suggests the Partner WSDL, which is loosely-typed and designed for developers building tools that must work across many different Salesforce orgs. Since this is an internal integration for a specific company, the Enterprise WSDL provides a much more streamlined development experience with better data integrity. By combining Outbound Messaging (for fire-and-forget delivery) and the Enterprise WSDL (for the strongly-typed callback), the architect fulfills the technical requirements while minimizing custom code.

NEW QUESTION # 99
......

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