[Apr-2026] Salesforce Integration Architecture Designer Integration-Architect Exam Practice Test Questions Dumps Bundle!
2026 Updated Integration-Architect PDF for the Integration-Architect Tests Free Updated Today!
Salesforce Integration-Architect certification is a valuable credential for professionals who want to demonstrate their expertise in Salesforce integration. It requires a deep understanding of the Salesforce platform and its various APIs, as well as the ability to design and implement complex integration solutions. With the right preparation and experience, professionals can earn this certification and advance their careers in the Salesforce ecosystem.
Salesforce Integration-Architect is a certification exam that assesses the candidate's expertise in integrating Salesforce with other systems. Integration-Architect exam is designed to test the knowledge of the candidate in various areas like data integration, security, and system architecture. The Salesforce Integration-Architect certification is a must-have for professionals working in the field of Salesforce integration. Salesforce Certified Integration Architect certification is also beneficial for those who are looking to improve their skills in Salesforce integration as it helps them to gain recognition as an expert in the field.
NEW QUESTION # 22
When user clicks Check Preferences as part of a Lightning flow in Salesforce, preferences from anexternally hosted RESTful service are to be checked in real-time. The RESTful service has OpenAPI 2.0 JSON definitions, responding in data types of Boolean and string values.
Which integration pattern and mechanism should be selected to meet the conditions?
- A. Fire and Forget: Process-driven platform events publishes events on Salesforce Event Bus.
- B. Remote Call-In: Salesforce REST API with REST Composite Resources.
- C. Data Virtualization: Salesforce Connect map data external REST data in external objects.
- D. Request-Reply: Enhanced External Services invokes a REST API.
Answer: D
Explanation:
The correct answer is C, Request-Reply: Enhanced External Services invokes a REST API. This is because Enhanced External Services allows you to register an external web servicethat has an OpenAPI 2.0 specification and use it as an invocable action in a Lightning flow. This way, you can check the preferences from the external service in real-time and get the response in Boolean and string values. The other options are not suitable for this scenario because:
A, Fire and Forget: Process-driven platform events publishes events on Salesforce Event Bus, is a pattern that is used for asynchronous integration, where the sender does not expect a response from the receiver. This is not suitable for checking preferences in real-time.
B, Remote Call-In: Salesforce REST API with REST Composite Resources, is a pattern that is used for integrating external applications with Salesforce by calling the Salesforce REST API. This is not suitable forinvoking an external service from a Lightning flow.
D, Data Virtualization: Salesforce Connect map data external REST data in external objects, isa pattern that is used for accessing external data without copying or synchronizing it to Salesforce. This is not suitable for checking preferences in real-time or using them in a Lightning flow.
References:
Enhanced External Services
Get Started with External Services
Registering external services in salesforce
NEW QUESTION # 23
Which two requirements should the Salesforce Community Cloud support for self-registration and SSO?
Choose 2 answers
- A. SAML SSO and just-in-time provisioning
- B. OpenId Connect Authentication Provider and Registration Handler
- C. SAML SSO and Registration Handler
- D. OpenId Connect Authentication Provider and just-in-time provisioning
Answer: A,B
NEW QUESTION # 24
A US business-to-consumer (B2C) company is planning to expand to Latin Americ a. They project an initial Latin American customer base of about one million, and a growth rate of around 10% every year for the next 5 years. They anticipate privacy and data protection requirements similar to those in the European Union to come into effect during this time. Their initial analysis indicates that key personal data is stored in the following systems:
1. Legacy mainframe systems that have remained untouched for years and are due to be decommissioned.
2. Salesforce Commerce Cloud Service Cloud, Marketing Cloud, and Community Cloud.
3. The company's CIO tasked the integration architect with ensuring that they can completely delete their Latin American customer's personal data on demand.
Which three requirements should the integration architect consider?
Choose 3 answers
- A. Ability to delete personal data in every system.
- B. Manual steps and procedures that may be necessary.
- C. Impact of deleted records on system functionality.
- D. Ability to provide a 360-degree view of the customer.
- E. Feasibility to restore deleted records when needed.
Answer: A,C,E
NEW QUESTION # 25
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. Use External Services feature to integrate gateway to Salesforce ensuring real-time updates the CSR and support post payment processes.
- C. Platform events allow integration to payment gateway through the exchange of real-time event data, platform events are scalable and secure.
- D. 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.
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 # 26
An architect decided to use Platform Events for integrating Salesforce 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. To publish an event, the integration user in salesforce needs create permission on the event entity.
- B. Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing.
- C. To subscribe to an event, the integration user in salesforce needs read access to theevent 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
NEW QUESTION # 27
A company wants to standardize exception tracking, handling, and analytics. Given the following actions:
1. Build a companywide logging service hosted on a middleware platform
2. Create case object records for exceptions-based thresholds
3. Change all their Apex Loggers to publish Application Exceptions as custom Platform Events.
Which two specifications should the integration architect include in the logging service architecture?
Choose 2answers
- A. Subscribe to the Application Exceptions using the Salesforce Streaming API.
- B. Create Salesforce Cases using the Salesforce REST, SOAP or Bulk API.
- C. Receive Application Events through Change Data Capture (CDC).
- D. Create Salesforce Cases conditionally using automatic Case creation rules.
Answer: B,D
Explanation:
Explanation
Creating Salesforce Cases using the Salesforce REST, SOAP or Bulk API is a solution that can allow the logging service to create case records in Salesforce based on the exceptions received from the middleware platform. This way, the logging service can use the standard APIs to interact with Salesforce and leverage the features and functionality of the case object. Creating Salesforce Cases conditionally using automatic Case creation rules is a solution that can allow the logging service to create case records in Salesforce based on predefined criteria and actions. This way, the logging service can reduce the number of API calls and avoid creating unnecessary or duplicate cases. Receiving Application Events through Change Data Capture (CDC) is not a solution that is related to this requirement, as CDC is used for capturing data changes in Salesforce and sending them to external systems, not for receiving data from external systems. Subscribing to the Application Exceptions using the Salesforce Streaming API is also not a solution that is related to this requirement, as Streaming API is used for subscribing to events or notifications from Salesforce, not for sending data to Salesforce. Reference: Salesforce Integration Architecture Designer Resource Guide, page 25-26
NEW QUESTION # 28
Given the diagram below, a Salesforce org, middleware, and Historical data store (with
20million records and growing) exists with connectivity between them
Historical records are archived from Salesforce and moved to Historical Data store (which houses 20M records and growing; fine-tuned to be performant with search queries).
Call center agents use Salesforce, when reviewing occasional special cases, have requested access to view the related historical case items that relate to submit cases.
Which mechanism and patterns are recommended to maximize declarative configuration?
- A. Use ESB tool with Data Virtualization pattern, expose OData endpoint, and then use Salesforce Connect to consume and display the External Object alongside with the Case object.
- B. C Use an ESB tool with a fire and forget pattern and then publish a platform event for the requested historical data.
- C. Use an ETL tool with a Batch Data Synchronization pattern to migrate historical data into Salesforce and into a custom object (historical data) related to Case object.
- D. Use an ESB tool with Request-Reply pattern and then make a real-time Apex callout to the ESB endpoint to fetch and display component related to Case object
Answer: A
Explanation:
Explanation
The Data Virtualization pattern allows Salesforce to access external data sources without storing the data in Salesforce. This reduces the data storage and synchronization costs and enables real-time access to the historical data. Salesforce Connect can be used to consume OData endpoints exposed by the ESB tool and display the external objects as related lists or custom components on the Case object
NEW QUESTION # 29
An Integration Developer is developing an HR synchronization app for a client. The app synchronizes Salesforce record data changes with an HR system that's external to Salesforce.
What should the integration architect recommend to ensure notifications are stored for up to three days if data replication fails?
- A. Generic Events
- B. Platform Events
- C. Change Data Capture
- D. Callouts
Answer: C
Explanation:
Change Data Capture is a feature that enables you to receive near-real-time changes of Salesforce records, including create, update, delete, and undelete operations. Change Data Capture retainschange events in the event bus for up to three days, so you can resume data replication from the point of failure. Change Data Capture also provides a consistent and reliable way to synchronize data changes with external systems, without the need for custom triggers or code. Reference: Salesforce Integration Architecture Designer Resource Guide, page 24
NEW QUESTION # 30
Universal Containers (UC) owns a variety of cloud-based applications, including Salesforce, alongside several on premise applications. The on-premise applications are protected behind a corporate network with limited outside access to external systems.
UC would like to expose data from the on-premise applications to Salesforce for a more unified user experience. The data should be accessible from Salesforce in real-time.
Which two actions should be recommended to fulfill this system requirement?
Choose 2 answers
- A. Develop an application in Heroku that connects to the on-premise database via an ODBC string and VPC connection.
- B. Run a batch job with an ETL tool from an on-premise server to move data to Salesforce.
- C. Develop custom APIs on the company's network that are invokable by Salesforce.
- D. Deploy MuleSoft to the on-premise network and design externally facing APIs to expose the data.
Answer: C,D
NEW QUESTION # 31
Universal Containers is a global financial company that sells financial products and services including, bank accounts, loans, and insurance. UC uses Salesforce Service cloud to service their customer via calls, live chat.
The support agents would open bank accounts on the spot for customers who are inquiring about UC bank accounts.
UC Core banking system is the system of record for bank accounts and all accounts opened in salesforce have to be synced in real-time to the core banking system. Support agents need to inform the customers with the newly created bank account ID which has to be generated from the core banking system.
Which integration pattern is recommended for this use case?
- A. Use streaming API to generate push topic.
- B. Use salesforce platform event.
- C. Use request and reply.
- D. Use outbound message.
Answer: C
Explanation:
Explanation
Using request and reply is the recommended integration pattern for this use case because it allows the support agents to send a request to the core banking system and receive a response with the bank account ID in real-time. This way, the support agents can inform the customers with the newly created bank account ID without any delay or inconsistency. Using streaming API to generate push topic is not a good solution because it is used for event-driven integration, not for web-service integration. Using outbound message is also not a good solution because it is a Salesforce-specific feature that uses SOAP web services, which may not be compatible with the core banking system. Using Salesforce platform event is also not a good solution because it is used for event-driven integration, not for web-service integration. Reference: Salesforce Integration Architecture Designer Resource Guide, page 29-30
NEW QUESTION # 32
Universal Containers is a global financial company that sells financial products and services.
There is a daily scheduled Batch Apex job that generates invoice 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. Batch Retry & Error Handling report to monitor the error handling.
- B. Build Batch Retry & Error Handling in the middleware.
- C. Build Batch Retry & Error Handling in the Batch Apex Job itself.
- D. Build Batch Retry & Error Handling using BatchApexErrorEvent.
Answer: D
NEW QUESTION # 33
What is the first thing an Integration Architect should validate if a callout from a Lightning Web Component to an external endpoint is failing?
- A. The endpoint domain has been added to Cross-Origin Resource Sharing.
- B. The endpoint URL has added been to an outbound firewall rule.
- C. The endpoint URL has been added to Content Security Policies.
- D. The endpoint URL has been added to Remote Site Settings.
Answer: C
NEW QUESTION # 34
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. 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.
- B. 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
- C. 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.
- D. Transform a fire-and-forget mechanism to request-reply should be handled by middleware tools (like ETL/ESB) to improve performance.
- E. Provide true message queueing for integration scenarios (including orchestration, process choreography, quality of service, etc.) given that a middleware solution is required.
Answer: A,C,E
Explanation:
The recommendations that the Salesforce integration architect should make to fulfill the requirements around caching, queuing, error handling, alerts, retries, event handling, etc. arebased 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 becausemiddleware 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 # 35
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. Sales Activity System
- B. Email Marketing System
- C. Order Management System
- D. Case Management System
- E. Quoting System
Answer: A,B,D
NEW QUESTION # 36
Northern Trail Outfitters (NTO) wants to improve the quality of callouts from Salesforce to its REST APIs by adhering to RAML (REST API Markup Language) specifications. The RAML specs serve as interface contracts. Which design specification should the integration architect include to ensure that Apex REST API Clients' unit tests confirm adherence to the RAML specs?
- A. Require the Apex REST API Clients to implement the HttpCalloutMock.
- B. Call the HttpCalloutMock implementation from the Apex REST API Clients.
- C. Call the Apex REST API Clients in a test context to get the mock response.
Answer: A
Explanation:
In Salesforce, you cannot perform real HTTP callouts during unit tests. To test integration logic, developers must use the HttpCalloutMock interface to simulate the API's response. To ensure that the Apex code adheres to the RAML contract, the architect should require that the test mock implementation strictly follows the RAML specifications.
By requiring the Apex REST API Clients to implement the HttpCalloutMock (or more specifically, creating a mock class that implements it), the developer creates a controlled testing environment. The mock class should be coded to return a payload that matches the RAML-defined structure (fields, data types, and status codes). When the test runs, the Apex client receives this "contract-compliant" response. The unit test then uses assertions to verify that the Apex code correctly parses and handles this specific data structure.
Option B is technically imprecise; you don't "call" the mock from the client, you provide the mock to the test runtime using Test.setMock(). Option C describes the general process of testing but does not address the
"design specification" needed to ensure contract adherence. By mandating a mock implementation that mirrors the RAML contract, the architect ensures that if the API contract changes in the RAML file, the unit tests will fail if the Apex code is not updated to match, thereby maintaining high integration quality and preventing runtime errors.
NEW QUESTION # 37
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. Leverage an Identity Provider solution that communicates with the API tiers via SAML
- B. Implement an API gateway that all systems of engagement must interface with first.
- C. Enforce separate security protocols and return formats at the second tier of the API-led architecture.
- D. Enforce separate security protocols and return formats at the first tier of the API-led architecture.
Answer: B
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 # 38
Northern Trail Outfitters (NTO) has a requirement to encrypt a few widely-used standard fields. NTO also wants to be able to use these fields in record-triggered flows.
Which security solution should an integration architect recommend to fulfill the business use case?
- A. Shield Platform Encryption
- B. Classic Encryption
- C. Data Masking
Answer: A
Explanation:
To satisfy the requirement of encrypting standard fields while maintaining their functionality within record- triggered flows, Shield Platform Encryption is the recommended architectural solution.1 Shield Platform Encryption is a modern security layer that allows for encryption at rest while 2preserving critical platform features. Unlike Classic Encryption (Option B)-which is limited to a specific "Encrypted Text" custom field type and often breaks platform features like search and automation-Shield is designed to work with standard fields such as Name, Email, and Phone.
Key architectural considerations for Shield include:
* Compatibility with Automation: Shield fields can be used in Flows, Apex triggers, and validation rules. This allows NTO to implement the required record-triggered business logic without needing to decrypt the data manually in code.
* Search and Filtering: By using Deterministic Encryption, Shield allows users to filter and search for records based on encrypted fields, which is often a requirement for "widely-used" standard fields.
* Compliance and Governance: Shield provides advanced key management (Bring Your Own Key - BYOK) and auditing, ensuring that NTO meets corporate security guidelines while data is being processed by the platform.
Data Masking (Option C) is primarily used for sandboxes to obfuscate PII during testing and is not a production encryption-at-rest solution. By recommending Shield, the architect provides a transparent security model that protects sensitive data without sacrificing the declarative power of Flow Builder.
NEW QUESTION # 39
Northern Trail Outfitters (NTO) uses different shipping services for each of the 34 countries it serves. Services are added and removed frequently to optimize shipping times and costs. Sales Representatives serve all NTO customers globally and need to select between valid service(s) for the customer's country and request shipping estimates from that service.
Which two solutions should an architect propose?
Choose 2 answers
- A. Use Platform Events to construct and publish shipper-specific events.
- B. Invoke middleware service to retrieve valid shipping methods.
- C. Use middleware to abstract the call to the specific shipping services.
- D. Store shipping services in a picklist that is dependent on a country picklist.
Answer: B,C
NEW QUESTION # 40
A largeB2C 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 a360 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 withthe implementation of Salesforce?
Choose 3 answers
- A. Sales Activity System
- B. Email Marketing System
- C. Order Management System
- D. Case Management System
- E. Quoting System
Answer: A,B,D
Explanation:
The three systems from the current system landscape that can beretired with the implementation of Salesforce are Case Management System, Sales Activity System, and Email Marketing System. These systems can be replaced by Salesforce Service Cloud, Sales Cloud, and Marketing Cloud respectively, which provide similar orbetter capabilities for managing cases, sales activities, and email campaigns. Option A is not correct because Order Management System cannot be retired with the implementation of Salesforce. The company wants to reuse their existing enterprise capabilities for order management processes, which are likely to be complex and customized. Salesforce does not provide a native order management solution for B2C commerce scenarios. Option E is not correct because Quoting System cannot be retired with the implementation of Salesforce. The company wants to reuse their existing enterprise capabilities for quoting processes, which are likely to be complex and customized. Salesforce does not provide a native quoting solution for B2C commerce scenarios.
NEW QUESTION # 41
Northern Trail Outfitters (NTO) uses different shipping services for each of the 34 countries it serves.
Services are added and removed frequently to optimize shipping times and costs. Sales Representatives serve all NTO customers globally and need to select between valid service(s) for the customer's country and request shipping estimates from that service.
Which two solutions should an architect propose?
Choose 2 answers
- A. Use Platform Events to construct and publish shipper-specific events.
- B. Invoke middleware service to retrieve valid shipping methods.
- C. Use middleware to abstract the call to the specific shipping services.
- D. Store shipping services in a picklist that is dependent on a country picklist.
Answer: B,C
Explanation:
Invoking middleware service to retrieve valid shipping methods is a solution that can allow the sales representatives to select between valid services for the customer's country. The middleware service can act as a single point of entry for all shipping services and provide routing and transformation capabilities. Using middleware to abstract the call to the specific shipping services is a solution that can allow the sales representatives to request shipping estimates from the selected service. The middleware can hide thecomplexity and heterogeneity of the shipping services and provide mediation and orchestration capabilities. Using Platform Events to construct and publish shipper-specific events is not a solution, as Platform Events are used for event-driven integration,not for web-service integration. Storing shipping services in a picklist that is dependent on a country picklist is not a solution, as it does not address how to request shipping estimates from the shipping services. Reference: Salesforce Integration Architecture Designer Resource Guide, page 16-17
NEW QUESTION # 42
Northern Trail Outfitters is planning to perform nightly batch loads into Salesforce from an externalsystem with a custom Java application using the and the CIO is curious about monitoring recommendations for the jobs from the Technical Architect Which two recommendations will help meet the requirements?
Choose 2 answers
- A. Use the getBatchInfo method in the Java application to monitor the status of the jobs from the Java application.
- B. Write the error response fromthe Bulk API status to a custom error logging object in Salesforce using an Apex trigger and create reports on the object.
- C. Visually monitor in the Salesforce UI using the "Bulk Data Load Jobs in Salesforce in the setup menu.
- D. 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: A,C
Explanation:
Explanation
Visually monitor in the Salesforce UI using the "Bulk Data Load Jobs" in Salesforce in the setup menu, and use the getBatchInfo method in the Java application to monitor the status of the jobs from the Java application.
These two methods can help the Technical Architect to monitor the nightly batch loads into Salesforce from an external system with a custom Java application using the Bulk API. The "Bulk Data Load Jobs" page in Salesforce shows the status, progress, and results of each batch load job. The getBatchInfo method in the Java application returns a BatchInfo object that contains information about a batch, such as its ID, state, number of records processed, and number of errors. References: Certification - Integration Architect - Trailhead, [Bulk API Developer Guide]
NEW QUESTION # 43
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, a third-party integration tool is required to stage records off platform.
- 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, number of concurrent requests can hit the limit for the REST API.
Answer: A
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 # 44
Which WSDL should an architect consider when creating an integration that might be used for more than one salesforce organization and different met
- A. Partner WSDL
- B. SOAP API WSDL
- C. Enterprise WSDL
- D. Corporate WSDL
Answer: A
NEW QUESTION # 45
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Salesforce Integration-Architect certification consists of a rigorous exam that tests the knowledge and skills of professionals in the area of Salesforce integration. Integration-Architect exam covers a wide range of topics, including data integration, application integration, and enterprise integration. Professionals who pass the exam are considered experts in the area of Salesforce integration and are highly valued by employers.
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