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To earn the Salesforce Integration-Architect certification, candidates are required to pass a rigorous certification exam that tests their knowledge and skills in designing and implementing complex integration solutions. Integration-Architect Exam covers a wide range of topics, including integration architecture, integration patterns, data integration, API integration, security, and performance optimization. Candidates are required to demonstrate their ability to apply best practices and design principles to create scalable, secure, and efficient integration solutions.

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Salesforce Certified Integration Architect Sample Questions (Q34-Q39):

NEW QUESTION # 34
A subscription-based media company's system landscape forces many subscribers to maintain multiple accounts and to log in more than once. An Identity and Access Management (IAM) system, which supports SAML and OpenId, was recently implemented to improve the subscriber experience through self-registration and single sign-on (SSO). The IAM system must integrate with Salesforce to give new self-service customers instant access to Salesforce Community Cloud.
Which requirement should Salesforce Community Cloud support for self-registration and SSO?

A. SAML SSO and Registration Handler
B. OpenId Connect Authentication Provider and Just-in-Time (JIT) provisioning
C. OpenId Connect Authentication Provider and Registration Handler

Answer: C

NEW QUESTION # 35
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. Set up debug logs for Platform Event triggers to monitor performance .
B. Monitor the volume of leads that are created in Salesforce.
C. Validate the Platform Event definition matches leads definition.
D. Monitor Platform Events created per hour limits across the Salesforce instance.

Answer: A

NEW QUESTION # 36
A company captures orders and needs to send them to the Order fulfillment system. The user is not required to have confirmation from the fulfillment system. Which system constraint question should be considered when designing this integration?

A. Can the fulfillment system implement a contract-first Outbound Messaging interface?
B. Which system will validate order shipping addresses?
C. What latency is acceptable for orders to reach the fulfillment system?

Answer: C

Explanation:
When a business process does not require immediate confirmation from a target system, the architecture can move from a synchronous Request-Reply pattern to an asynchronous Fire-and-Forget pattern. In this transition, the most critical "non-functional" requirement for the Integration Architect is to define acceptable latency.
Latency determines the technical stack. If the fulfillment system must receive the order within seconds (Near Real-Time), the architect might choose Salesforce Outbound Messaging or a Flow-triggered Platform Event. If the order only needs to arrive within 4-12 hours, a Batch ETL process is more efficient as it conserves API limits and can handle much higher volumes more reliably.
While address validation (Option B) is a functional requirement, it does not define the architectural framework. Option C is a specific solution implementation question rather than a fundamental design constraint. By asking about latency, the architect identifies the time boundary between "Data Entry" in Salesforce and "Processing" in the fulfillment system. This answer directly informs the choice of pattern, the retry logic required, and the error-handling strategy needed to ensure the "Order-to-Cash" cycle is completed successfully without blocking the sales rep's productivity.

NEW QUESTION # 37
Northern Trail Outfitters (NTO) wants to improve the quality of callouts from Salesforce to its REST APIs by requiring all API clients to adhere to RAML (REST API Markup Language) specifications. The RAML specs serve as interface contracts. Which design specification should the integration architect include in the integration architecture to ensure that Apex REST API Clients' unit tests confirm adherence to the RAML specs?

A. Call the HttpCalloutMock implementation from the Apex REST API Clients.
B. Require the Apex REST API Clients to implement the HttpCalloutMock.
C. Implement HttpCalloutMock to return responses per RAML specification.

Answer: C

Explanation:
In a contract-first integration approach using RAML, the specification acts as the single source of truth for request and response structures. Since Salesforce unit tests are prohibited from performing actual network callouts, the HttpCalloutMock interface must be used to simulate external API behavior.
To ensure unit tests truly confirm adherence to the RAML contract, the architect must mandate that the mock implementation specifically returns responses formatted per the RAML specification. This means the mock's JSON or XML body, headers, and HTTP status codes (e.g., 200 OK, 400 Bad Request) must exactly match the "interface contract" defined in the RAML file.
By strictly aligning the mock with the RAML spec, developers ensure that the Apex client's parsing logic (e.
g., JSON.deserialize()) is tested against the agreed-upon data model. If the external service later changes its schema in a way that deviates from the RAML, the unit tests-which are based on that contract-will help identify where the Apex code might fail. Options B and C are technically incorrect: the client does not "call" or "implement" the mock; rather, the test runtime provides the mock instance to the client via Test.setMock().

NEW QUESTION # 38
A company needs to be able to send data from Salesforce to a homegrown system behind a corporate firewall.
The data needs to be pushed only one way and doesn't need to be sent in real time. The average volume is 2 million records per day.
What should an integration architect consider when choosing the right option in building the integration between the external system and Salesforce?

A. Due to high volume of records, number of concurrent requests can hit the limit for the REST API call to external system.
B. Due to high volume of records, a third-party integration tool is required to stage records off platform.
C. Due to high volume of records, salesforce will need to make a REST API call to external system.
D. Due to high volume of records, the external system will need to use a BULK API Rest endpoint to connect to salesforce.

Answer: B

Explanation:
Explanation
Using a third party integration tool to stage records off platform is a solution that can handle the high volume of data and avoid hitting the API limits for the REST API call to the external system. A third party integration tool can also provide features such as data transformation, error handling, and logging. Due to high volume of records, number of concurrent requests can hit the limit for the REST API call to external system is not a solution, but a problem that needs to be addressed. Due to high volume of records, the external system will need to use a BULK API Rest endpoint to connect to Salesforce is not a solution, as the requirement is to send data from Salesforce to the external system, not vice versa. Due to high volume of records, Salesforce will need to make a REST API call to external system is not a solution, as it does not address how to handle the high volume of data and avoid hitting the API limits. Reference: Salesforce Integration Architecture Designer Resource Guide, page 18-19

NEW QUESTION # 39
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