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Salesforce Integration-Architect Actual Questions and Braindumps
Achieving the Salesforce Integration-Architect certification demonstrates a candidate's proficiency in Salesforce integration and serves as a valuable asset to organizations seeking to create seamless and efficient integrations between Salesforce and other systems.
NEW QUESTION # 77
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 representatives 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. Data Synchronization
- B. Process Orchestration
- C. Data Visualization
- D. Batch Processing
Answer: C
Explanation:
https://developer.salesforce.com/docs/atlas.en-us.integration_patterns_and_practices.meta/integration_patterns_and_practices/integ_pat_data_virtualization.htm
NEW QUESTION # 78
A customer's enterprise architect has identified requirements around caching, queuing, error handling, alerts, retries, event handling, etc. The company has asked the Salesforce integration architect to help fulfill such aspects with their Salesforce program.
Which three recommendations should the Salesforce integration architect make?
Choose 3 answers
- A. Message transformation and protocol translation should be done within Salesforce.Recommend leveraging Salesforce native protocol conversion capabilities as middleware tools are NOT suited for such tasks
- B. Event handling in a publish/subscribe scenario, the middleware can be used to route requests or messages to active data-event subscribers from active data-event publishers.
- C. Transform a fire-and-forget mechanism to request-reply should be handled by middleware tools (like ETL/ESB) to improve performance.
- D. Event handling processes such as writing to a log, sending an error or recovery process, or sending an extra message, can be assumed to be handled by middleware.
- E. Provide true message queueing for integration scenarios (including orchestration, process choreography, quality of service, etc.) given that a middleware solution is required.
Answer: B,D,E
Explanation:
Explanation
The recommendations that the Salesforce integration architect should make to fulfill the requirements around caching, queuing, error handling, alerts, retries, event handling, etc. are based on the best practices and capabilities of the middleware tools. The recommendation B is valid because middleware tools can provide true message queueing for integration scenarios that require asynchronous processing, guaranteed delivery, load balancing, etc. The recommendation D is valid because middleware tools can handle various events that may occur during the integration process, such as logging errors, sending notifications, triggering recovery actions, etc. The recommendation E is valid because middleware tools can support the publish/subscribe pattern for event-driven integration, where the middleware can route messages from publishers to subscribers based on topics or filters. The recommendation A is not valid because transforming a fire-and-forget mechanism to request-reply does not improve performance, but rather increases the latency and complexity of the integration. The recommendation C is not valid because message transformation and protocol translation are tasks that are better suited for middleware tools than Salesforce, as they can handle different formats and protocols more efficiently and flexibly23
1: Integration Architecture Designer Resource Guide 2: Integration Patterns and Practices 3: Salesforce Integration Architecture Designer Certification Exam Guide
NEW QUESTION # 79
An Integration Architect has built a Salesforce application that integrates multiple systems and keeps them synchronized via Platform Events.
What is taking place if events are only beingpublished?
- A. The platform events are published after the Apex transaction completes.
- B. The platform events are published immediately before the Apex transaction completes.
- C. The platform events are being published from Apex.
- D. The platform events has a trigger in Apex.
Answer: A
Explanation:
Explanation
Option B is correct because platform events are published after the Apex transaction completes.
Platform events are asynchronous messages that are published and consumed by different processes or systems. When an Apex transaction publishes a platform event, the event is not sent immediately, but rather added to a temporary queue. The event is only published and delivered to the subscribers after the Apex transaction commits successfully. This ensures that the event data is consistent with the database state and that the event is not lost in case of a rollback.
Option A is incorrect because platform events are not published immediately before the Apex transaction completes. As explained above, platform events are published after the Apex transaction commits successfully. Publishing events before the transaction completes can cause data inconsistency and event loss issues.
Option C is incorrect because platform events can have a trigger in Apex, but this is not related to the question of when events are published. A platform event trigger is a special type of Apex trigger that executes when a platform event message is received by Salesforce. A platform event trigger can perform logic based on the event data, such as updating records, sending notifications, or calling external services. A platform event trigger does not affect the publishing of events, but rather the consumption of events.
Option D is incorrect because platform events can be published from Apex, but this does not answer the question of when events are published. Platform events can be published from various sources, such as Apex code, Process Builder, Flows, or API calls. Publishing events from Apex requires creating an instance of a platform event object and using the EventBus.publish method to add it to the temporary queue. The actual publishing of events happens after the Apex transaction completes, regardless of the source of the events.
References: Publish and Subscribe with Platform Events: Publish Platform Events : Subscribe to Platform Events : Write a Platform Event Trigger : Create and Publish Platform Events in Apex : EventBus Class
NEW QUESTION # 80
Universal Containers (UC) is a global financial company that sells financial products and services. There is a daily scheduled Batch Apex job that generates invoices from a given set of orders. UC requested building a resilient integration for this Batch Apex job in case the invoice generation fails. What should an integration architect recommend to fulfill the requirement?
- A. Build Batch Retry and Error Handling in the middleware.
- B. Build Batch Retry and Error Handling in the Batch Apex job itself.
- C. Build Batch Retry and Error Handling using BatchApexErrorEvent.
Answer: C
Explanation:
Resiliency in long-running Batch Apex processes is best achieved by utilizing modern, event-driven error handling frameworks provided by the Salesforce platform. The BatchApexErrorEvent is the architecturally recommended component for monitoring and responding to failures in Batch Apex jobs.
When a Batch Apex class implements the `Database.RaisesPlatformEvents` interface, the platform automatically publishes a BatchApexErrorEvent whenever an unhandled exception occurs during the execution of a batch. This event contains critical metadata, including the exception message, the stack trace, and the scope (the specific IDs of the records that were being processed when the failure occurred).
An Integration Architect should recommend building a Platform Event Trigger that subscribes to these error events. This trigger can perform sophisticated error handling logic, such as:
* Logging the failure details into a custom "Integration Error" object for auditing.
* Initiating a retry logic by re-enqueuing only the failed records into a new batch job.
* Notifying administrators or external systems via an outbound call or email.
This approach is superior to Option B (internal handling) because unhandled exceptions often cause the entire batch transaction to roll back, potentially losing any error logging performed within the same scope. It is also more efficient than Option C (middleware), as it keeps the error recovery logic "close to the data," reducing the need for external systems to constantly poll for job status or parse complex logs. By using BatchApexErrorEvent, UC ensures a resilient, self-healing process that maintains the integrity of the invoice generation cycle.
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NEW QUESTION # 81
Universal Containers (UC) currently owns a middleware tool and they have developed an API-led integration architecture with three API tiers. The first-tier interfaces directly with the systems of engagement, the second tier implements business logic and aggregates data, while the third-tier interfaces directly with systems of record. Some of the systems of engagement will be a mobile application, a web application, and Salesforce.
UC has a business requirement to return data to the systems of engagement in different formats while also enforcing different security protocols.
What should an Integration Architect recommend to meet these requirements?
- A. Enforce separate security protocols and return formats at the second tier of the API-led architecture.
- B. Leverage an Identity Provider solution that communicates with the API tiers via SAML
- C. Enforce separate security protocols and return formats at the first tier of the API-led architecture.
- D. Implement an API gateway that all systems of engagement must interface with first.
Answer: C
Explanation:
Explanation
The integration architect should recommend enforcing separate security protocols and return formats at the first tier of the API-led architecture. The first tier is also known as the experience layer, which is responsible for providing a tailored interface for each system of engagement. By enforcing security and format at this layer, the integration architect can ensure that each system of engagement can access the data in a secure and consistent way, without affecting the other layers.
References: [API-led Connectivity]
NEW QUESTION # 82
Northern Trail Outfitters (NTO) is planning to create a native employee-facing mobile app with the look and feel of Salesforce Lightning Experience. The mobile app needs to integrate with NTO's Salesforce org.
Which Salesforce API should be used to implement this integration?
- A. REST API
- B. User Interface API
- C. Connect REST API
Answer: B
NEW QUESTION # 83
Northern Trail Outfitters uses a custom Java application to display code coverage and test results for all of their enterprise applicationsand is planning to include Salesforce as well.
Which Salesforce API should an Integration Architect use to meet the requirement?
- A. Tooling API
- B. Metadata API
- C. SOAP API
- D. Analytics REST API
Answer: A
Explanation:
Explanation
Option D is correct because Tooling API is the Salesforce API that can be used to retrieve code coverage and test results for Apex classes and triggers. Tooling API provides REST and SOAP interfaces to access metadata about code, execute tests, and get test results12 Option A is incorrect because SOAP API is a Salesforce API that can be used to create, retrieve, update, or delete records, but not to get code coverage and test results. SOAP API uses a WSDL file to define the parameters for accessing data through the API3 Option B is incorrect because Analytics REST API is a Salesforce API that can be used to access data from reports and dashboards, but not from code coverage and test results. Analytics REST API provides a programmatic way to interact with analytics features such as lenses, datasets, and dashboards4 Option C is incorrect because Metadata API is a Salesforce API that can be used to retrieve, deploy, create, update, or delete customization information, such as custom object definitions and page layouts, but not code coverage and test results. Metadata API is mainly used for development tools or backup tools5 References: 1: Introducing Tooling API 2: Tooling API Examples 3: SOAP API Developer Guide 4: Analytics REST API Developer Guide 5: Metadata API Developer Guide
NEW QUESTION # 84
An architect decided to use Platform Events for integratingSalesforce with an external system for a company.
Which three things should an architect consider when proposing this type of integration mechanism?
Choose 3 answers
- A. Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing.
- B. To subscribe to an event, the integration user in salesforce needs read access to theevent entity.
- C. To publish an event, the integration user in salesforce needs create permission on the event entity.
- D. External system needs to have the same uptime in order to be able to keep up with Salesforce Platform Events.
- E. Salesforce needs to be able to store information about the external system in order toknow which event to send out.
Answer: A,B,C
Explanation:
Platform Events are a type of event-driven architecture that allows you to publish and subscribe to events in Salesforce and external systems. To subscribe to an event, the integration user in Salesforce needs read access to the event entity, which defines the schema and properties of the event message. To publish an event, the integration user in Salesforce needs create permission on the event entity, which is a special type of sObject that can be inserted into the platform event queue. Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing. Salesforce does not guarantee the delivery or acknowledgment of the event by the external system. The external system should implement its own logic to handle errors, such as retrying failed events, logging errors, or sending notifications. References: Certification - IntegrationArchitect - Trailhead, [Platform Events Developer Guide]
NEW QUESTION # 85
Only authorized users are allowed access to the EBS and the Enterprise DMS.
Customers call Customer Support when they need clarification on their bills. Customer Support needs seamless access to customer billing information from theE and view generated bills from the DMS.
Which three authorization and authentication needs should an integration consultant consider while integrating the DMS and ESB with Salesforce?
should an integration consultant consider while integrating the DMS andESB with Salesforce?
Choose 3 answers
- A. Identify options to maintain DMS and EBS authentication and authorization detailsin Salesforce.
- B. Users should be authorized to view information specific to the customer they are servicing without a need to search for customer.
- C. Users should be authenticated into DMS and EBS without having to enter username and password.
- D. Consider Enterprise security needs for access toDMS and EBS.
- E. Consider options to migrate DMS and EBS into Salesforce.
Answer: B,C,D
Explanation:
The integration consultant should consider the following authorization and authentication needs while integrating the DMS and ESB with Salesforce:
Users should be authorized to view information specific to the customer they are servicing without a need to search for customer. This means that the integration should providea seamless and contextual access to the customer billing information and generated bills from the DMS and ESB, based on the customer record or case that the user is working on in Salesforce.
Consider Enterprise security needs for access to DMS and ESB. This means that the integration should comply with the security policies and standards of the Enterprise, such as encryption, auditing, logging, monitoring, etc.
Users should be authenticated into DMS and ESB without having to enter username and password. This means that the integration should use a single sign-on (SSO) mechanism that allows users to access multiple systems with one login credential, such asOAuth or SAML34 References: Authorization Through Connected Apps and OAuth 2.0, Single Sign-On for Desktop and Mobile Applications using SAML and OAuth
NEW QUESTION # 86
Northern Trail Outfitters wants to use Salesforce as a front end for creating accounts using the lead-to-opportunity process.
1. An order is created in Salesforce when the opportunity is closed and won, but the back-end ERP system is the data master for order,
2. Customer wants to be able to see within Salesforce all the stages of order processing like Order Created, Order Shipped, Order Paid that are within the retention window.
Which two message durability considerations should an Integration Architect make when designing a solution to meet these business requirements?
Choose 2 answers
- A. When subscribing to Salesforce Event bus, ReplaylD is used with a value of -1 to be able to see new events.
- B. When subscribing to Salesforce Event bus, ReplaylD is used with a value of -2 to be able to see old and new events.
- C. High-volume event messages are stored for 24 hours (one day).
- D. High-volume event messages are stored for 72 hours (three days).
Answer: B,D
Explanation:
https://developer.salesforce.com/docs/atlas.en-us.api_streaming.meta/api_streaming/using_streaming_api_durability.htm
NEW QUESTION # 87
A company that is a leading provider of training delivers courses to students globally. The company decided to use customer community in order to allow Studer to log in to the community, register for courses and pay course fees. The company has a payment gateway that takes more than 30 seconds to process the pays transaction. Students would like to get the payment result in real-time so in case an error happens, the students can retry the payment process.
What is the recommended integration approach to process payments based on this requirement?
- A. Use continuation to process payment to the payment gateway.C Use change data capture to process payment to the payment gateway.
- B. Use platform event to process payment to the payment gateway.
- C. Use request and reply to make an API call to the payment gateway.
Answer: A
Explanation:
Explanation
The continuation class in Apex allows you to make long-running requests to external web services and process their responses in a callback method. This is useful for scenarios where the response time exceeds the normal Apex limits, such as 10 seconds for synchronous transactions or 120 seconds for asynchronous transactions. By using continuation, you can avoid hitting these limits and provide a better user experience1 References: Callout Limits and Limitations
NEW QUESTION # 88
A large B2C customer is planning to implement Salesforce CRM to become a Customer centric enterprise. Below, is their current system landscape diagram.
The goals for implementing Salesforce follows:
1. Develop a 360 view of customer
2. Leverage Salesforce capabilities for Marketing, Sales and Service processes
3. 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?
Choose 3 answers
- A. Order Management System
- B. Email Marketing System
- C. Case Management System
- D. Quoting System
- E. Sales Activity System
Answer: B,C,E
NEW QUESTION # 89
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 is an external RESTful service that the B2C Enterprise Customer has subscribed for.
What should an Integration Architect recommend for this integration?
- A. Use External Services feature to integrate gateway to Salesforce ensuring real-time updates the CSR and support post payment processes.
- B. Platform events allow integration to payment gateway through the exchange of real-time event data, platform events are scalable and secure.
- C. 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.
- D. Make a callout to the payment gateway through ESB supporting error handling and logging for audit purposes.
Answer: D
Explanation:
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 # 90
The URL for an external service has been changed without prior notice. The service provides up-to-date money exchange rates that are accessed several times from Salesforce and are a Dusiness-critical function for end users.
Which solutions should an integration architect recommend be implemented to minimize potential downtime for users in this situation?
- A. Remote Site Settings and Named Credentials
- B. Named Credentials and Content Security Policies
- C. Enterprise Service Blus (ESB) and Remote Site Settings
Answer: A
Explanation:
Explanation
Remote Site Settings and Named Credentials are solutions that should be implemented to minimize potential downtime for users in this situation. Remote Site Settings allow you to specify external domains that your organization can access during API calls or integrations. Named Credentials allow you to store authentication information for external services in a secure way. By using Named Credentials, you can easily update the URL of the external service without changing any code or configuration that references it. Enterprise Service Bus (ESB) and Remote Site Settings are not solutions that should be implemented in this situation because ESB is a middleware that facilitates communication between different systems, not a way to update the URL of an external service. Event Monitoring and Content Security Policies are also not solutions that should be implemented in this situation because Event Monitoring is used to track user activity and performance metrics, not to monitor external service availability. Content Security Policies are used to control what resources can be loaded on a web page, not to update the URL of an external service.
NEW QUESTION # 91
An Integration Architect has built a solution using REST API, updating Account, Contact, and other related information. The data volumes have increased, resulting in higher API calls consumed, and some days the limits are exceeded. A decision was made to decrease the number of API calls using bulk updates. The customer prefers to continue using REST API to avoid architecture changes.
Which REST API composite resources should the Integration Architect use to allow up to 200 records in one API call?
- A. Composite
- B. Batch
- C. SObject Tree
- D. SObject Collections
Answer: C
Explanation:
Explanation
SObject Collections is a REST API composite resource that allows you to create, update, or delete up to 200 records in one API call. You can specify the type of operation (create, update, or delete) for each record in the request body, and the response body will contain the status and IDs of each record. SObject Collections is suitable for bulk operations on records that are not related to each other1.
SObject Tree is another REST API composite resource that allows you to create up to 200 records in one API call. However, unlike SObject Collections, SObject Tree requires the records to be related to each other in a hierarchy. You can specify the parent and child records in a JSON tree structure, and the response body will contain the reference IDs and URLs of each record. SObject Tree is suitable for creating nested data in one request2.
Batch is a REST API composite resource that allows you to combine up to 25 requests in one API call. Each request can be a different type of operation (query, create, update, delete, etc.) on different objects. The response body will contain the status and results of each request. Batch is suitable for grouping multiple requests into one transaction3.
Composite is a REST API composite resource that allows you to execute a series of REST API requests in one API call. You can use the output of one request as the input of another request using a reference ID. The response body will contain the status and results of each request. Composite is suitable for chaining requests that depend on each other.
Therefore, the correct answer is A, because SObject Collections is the only REST API composite resource that allows bulk updates on records that are not related to each other.
References: 1: SObject Collections | REST API Developer Guide | Salesforce Developers 2: SObject Tree | REST API Developer Guide | Salesforce Developers 3: Batch | REST API Developer Guide | Salesforce Developers : [Composite | REST API Developer Guide | Salesforce Developers]
NEW QUESTION # 92
An integration architect needs to build a solution that will be using the Streaming API, but the data loss should be minimized, even when the client re-connects every couple of days.
Which two types of Streaming API events should be considered?
Choose 2 answers
- A. High Volume Platform Events
- B. Generic Events
- C. Change Data Capture Events
- D. PushTopic Events
Answer: A,C
Explanation:
The integration architect should consider Change Data Capture Events and High Volume Platform Events for using the Streaming API with minimal data loss. Change Data Capture Events capture changes to Salesforce records and deliver them as events to subscribers. High Volume Platform Events are custom events that can be published and consumed at a large scale. Both types of events support reliable event delivery, which means that events are stored for 72 hours and can be replayed by subscribers in case of connection loss or failure. This ensures that data loss is minimized, even when the client re-connects every couple of days12 References: Change Data Capture Developer Guide, Platform Events DeveloperGuide
NEW QUESTION # 93
A customer is evaluating the Platform Events solution and would like help in comparing/contrasting it with Outbound Messaging for real-time/near real-time needs.
They expect 3,000 customers to view messages in Salesforce.
What should be evaluated and highlighted when deciding between the solutions?
- A. Message sequence is possible in Outbound Messaging, but not guaranteed with Platform Events. Both offer very high reliability. Fault handling and recovery are fully handled by Salesforce.
- B. Both Platform Events and Outbound Messaging are highly scalable. However, unlike Outbound Messaging, only Platform Events have Event Delivery and Event Publishing limits to be considered.
- C. In both Platform Events and Outbound Messaging, the event messages are retried by and delivered in sequence, and only once. Salesforce ensures there is no duplicate message delivery.
Answer: B
NEW QUESTION # 94
Northern Trail Outfitters (NTO) has an integration set up between a Salesforce org and a quoting system.
NTO would like to show a notification to allsales representatives that use Salesforceanytime the quoting system will be taken down for maintenance.
Which Salesforce API should an Integration Architect use to fulfill this requirement?
- A. REST API
- B. Tooling API
- C. Connect REST API
- D. Streaming API
Answer: D
Explanation:
Streaming API is the best option for sending real-time notifications of changes to Salesforce data. Streaming API uses a publish-subscribe model to push relevant data to subscribers without polling. Streaming API supports PushTopic events, whichare based on SOQL queries that define the data changes to listen for. The affiliate company can subscribe to a PushTopic event on the NTO Salesforce org and receive notifications whenever the data that matches the query changes. This way, the affiliate company can be informed of any updates to the opportunities in the NTO Salesforce instance.
NEW QUESTION # 95
Which WSDL should an architect consider when creating an integration that might be used for more than one salesforce organization and different metadata?
- A. SOAP API WSDL
- B. Partner WSDL
- C. Corporate WSDL
- D. Enterprise WSDL
Answer: B
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 # 96
A developer has been tasked by the integration architect to build a solution based on the Streaming API. The developer has done some research and has found there are different implementations of the events in Salesforce (Push Topic Events, Change Data Capture, Generic Streaming, Platform Events), but is unsure of to proceed with the implementation.The developer asks the system architect for some guidance.
What should the architect consider when making the recommendation?
- A. Apex triggers can subscribe to Generic Events.
- B. Change Data Capture can be published from Apex.
- C. Push Topic Event can define a custom payload.
- D. Change Data Capture does not have record access support.
Answer: D
NEW QUESTION # 97
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