Integration-Architect Certification Exam Questions in 3 User-Friendly Formats

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Salesforce Integration-Architect Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Integration Solutions Use Cases and Design31%- Design integration solutions using APIs
  • 1. Metadata API
  • 2. SOAP API
  • 3. Streaming API
  • 4. Bulk API
  • 5. REST API
  • 6. Tooling API
- Design integration solutions using middleware
  • 1. Canvas Apps
  • 2. MuleSoft Anypoint Platform
  • 3. External Services
- Design integration solutions using Salesforce features
  • 1. Salesforce Connect (OData)
  • 2. Flows and Process Builder
  • 3. Outbound Messaging
  • 4. Apex (Callouts, @future, Batch Apex)
Topic 2: Secure Integration and Data Integration25%- Design data integration solutions
  • 1. Error handling and retry mechanisms
  • 2. Data deduplication strategies
  • 3. Data mapping and transformation
- Implement secure integration solutions
  • 1. OAuth 2.0 (Web Server Flow, User Agent Flow, JWT Flow)
  • 2. Named Credentials
  • 3. Connected Apps
  • 4. Certificate-based authentication
Topic 3: Integration Architecture24%- Design a scalable integration architecture
  • 1. Load balancing considerations
  • 2. Caching strategies
  • 3. Volume considerations
  • 4. API governor limits and best practices
- Integration governance and monitoring
  • 1. Change Data Capture
  • 2. Monitoring and logging integration points
  • 3. Platform Event usage and design
Topic 4: Integration Patterns and Strategy20%- Identify the appropriate integration pattern needed for a given scenario
  • 1. Remote Process Integration (Request and Response)
  • 2. Remote Process Integration (Fire and Forget)
  • 3. Data Integration (Batch and Real-time)
  • 4. UI Update on Screen (Whole Page Refresh vs. Partial)
- Given a scenario, identify the integration requirements
  • 1. Identify required security mechanisms
  • 2. Determine data volume and frequency
  • 3. Determine synchronous vs. asynchronous requirements

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Salesforce Certified Integration Architect Sample Questions (Q16-Q21):

NEW QUESTION # 16
Northern Trail Outfitters has a registration system that is used for workshops offered at its conferences.
Attendees use Salesforce Community to register for workshops, but the scheduling system manages workshop availability based on room capacity. It is expected that there will be a big surge of requests for workshop reservations when the conference schedule goes live. Which Integration pattern should be used to manage the influx in registrations?

Answer: C

Explanation:
When dealing with a "big surge" or high-volume influx of requests, a synchronous pattern like Request and Reply (Option A) can lead to significant performance bottlenecks. In a synchronous model, each Salesforce user thread must wait for the external scheduling system to respond, which could lead to "Concurrent Request Limit" errors during peak times.
The Remote Process Invocation-Fire and Forget pattern is the architecturally sound choice for managing surges. In this pattern, Salesforce captures the registration intent and immediately hands it off to an asynchronous process or a middleware queue. Salesforce does not wait for the external system to process the room capacity logic; instead, it receives a simple acknowledgment that the message was received.23 This pattern decouples the front-end user experience from the back-end processing limits. Middleware can then "drip-feed" these registration4s into the scheduling system at a rate it can handl5e. If the scheduling system becomes overwhelmed or goes offline, the messages remain safely in the queue. Option C (Batch) is unsuitable because users expect near real-time feedback on their registration attempt, even if the final confirmation is sent a few minutes later. By utilizing Fire and Forget, NTO ensures a responsive Community Experience during the critical launch window while maintaining system stability.


NEW QUESTION # 17
What is the first thing an integration architect should validate if a callout from a Lightning web component to an external endpoint is failing?

Answer: C

Explanation:
When an integration callout initiated from a Lightning Web Component (LWC) fails, the architect must distinguish between client-side and server-side security layers. Unlike Apex callouts, which are governed by Remote Site Settings at the server level, LWC requests originate directly from the user's browser.
Consequently, they are subject to the browser's Content Security Policy (CSP).
CSP is a security layer that helps detect and mitigate certain types of attacks, including Cross-Site Scripting (XSS) and data injection attacks. It prevents a website from loading content from a third party unless that domain is explicitly safe-listed. If an LWC attempts to connect to an external API endpoint that is not listed in the CSP Trusted Sites in Salesforce Setup, the browser will block the request before it is even sent, often returning a "Refused to connect because it violates the document's Content Security Policy" error. While Cross-Origin Resource Sharing (CORS) is also a browser-level security mechanism, it must be configured on the external server to allow the browser to access its resources; however, the first validation step within the Salesforce environment for a failing LWC callout is ensuring the domain is allowed by the org's CSP.


NEW QUESTION # 18
A large business-to-consumer (B2C) customer is planning to implement Salesforce CRM to become a customer-centric enterprise. Below is the B2C customer's current system landscape diagram.

The goals for implementing Salesforce include:
* Develop a 360-degree view of the customer.
* Leverage Salesforce capabilities for marketing, sales, and service processes.
* 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?

Answer: A

Explanation:
Comprehensive and Detailed 250 to 350 words of Explanation From Salesforce Pl14atform Integration Architect documents: In the rol15e of a Salesforce Platform Integration Architect, evaluating a legacy landscape requires a clinical mapping of current system functions against Salesforce's native capabilities, while strictly adhering to the "Constraints and Goals" provided by the business. The objective here is to maximize the ROI of the Salesforce implementation by consolidating redundant systems into the core platform.
According to Goal 2, the business intends to utilize Salesforce for Marketing, Sales, and Service processes.
Salesforce is architected to handle these three domains through its core clouds: Marketing Cloud (replacing the legacy Email Marketing System), Sales Cloud (replacing the Sales Activity System), and Service Cloud (replacing the Case Management System). By consolidating these three specific functions into Salesforce, the organization achieves Goal 1, which is the creation of a 360-degree view of the customer. When these activities occur on a single platform, the data is unified, eliminating the silos that existed in the previous landscape.
However, the architect must also respect the technical constraints defined in Goal 3, which explicitly states the need to reuse enterprise capabilities built for quoting and order management. In architectural design, this designates the "Quoting System" and the "Order Management System" as systems of record that must remain in the future-state landscape. These systems likely contain complex, proprietary logic or are tightly coupled with back-end ERP systems like SAP Business Suite, making them "non-negotiable" for retirement at this stage.
Therefore, because Email Marketing, Sales Activity, and Case Management map directly to Salesforce's primary strengths and are not excluded by the "reuse" requirement, they are the three systems that should be retired. This strategic retirement simplifies the integration architecture, allowing the architect to focus on building robust integration patterns (such as Request-Reply or Fire-and-Forget) between Salesforce and the remaining Quoting and Order Management systems.


NEW QUESTION # 19
A company that is a leading provider of courses and training delivers courses using third party trainers. The trainer for the company has to be verified from 10 different training accreditation verification agencies before providing training for the company. Each training accreditation agency has its own response time, whichcould take days to confirm a trainer.
The company decided to automate the trainer accreditation verification process by integrating to the agencies' web services.
What is the recommended approach to automate this process?

Answer: C

Explanation:
Answer D is valid because using middleware to handle the call out to the 10 different verification services is a scalable and reliable solution that can handle the complexity and variability of the integration. The middlewarecan orchestrate the calls to the different web services, consolidate the verification results, and handle any errors or retries. The middleware can then make a call-in to Salesforce and update the verificationstatus to "verified" using an API or a platform event12 Answer A is not valid because using Salesforce external service to make the call out to the 10 different verification services is not a feasible or efficient solution. Salesforce external service is a feature that allows invoking anexternal service from a flow and mapping its inputs and outputs to flow variables. However, this feature requires configuring an Apex action, a named credential, and an external service definition for each web service, which is not a low code solution. Moreover, this feature does not support checking the verification agencies untilthe result is verified, as it only invokes the external service once per flow interview3 Answer B is not valid because creating a trigger on the trainer record to make a callout to each verification agency is not a recommended or robust solution. Triggers are Apex code that execute before or after database events, such as insert, update, or delete. However, triggers cannot make callouts directly, as they are part of a database transaction and must complete quickly. To make a callout from a trigger, an asynchronous process such as a future method or a queueablejob must be used, which adds complexity and overhead to the integration. Moreover, triggershave limits on the number of callouts and asynchronous calls they can make per transaction, which may affect the scalability and reliability of the integration.
Answer C is not valid because making an Apex callout using @future annotation to make the call out to all different agencies is not a suitable or reliable solution. The @future annotation allows marking a method for execution at a later time when system resources become available. However, this annotation has several limitations and drawbacks, such as:
Future methods cannot return values, so they cannot update the trainer status to "verified" directly.
Future methods have limits on the number of callouts andfuture calls they can make per execution, which may affect the scalability and reliability of the integration.
Future methods run in their own thread and do not share any static variables or state with other methods, which makes it difficult to consolidatethe verification results from different agencies.
Future methods are not guaranteed to execute at a specific time or order, which may affect the timeliness and accuracy of the integration.
1: Orchestration Pattern 2: RemoteProcess Invocation-Request and Reply 3: External Services : Apex Developer Guide: Triggers : Apex Developer Guide: Using Future Methods


NEW QUESTION # 20
A large consumer goods manufacturer operating in multiple countries is planning to implement Salesforce for its sales and support operations globally. The Manufacturer has the following security requirements:
* Internal users from each country have to be authenticated with their local active directory.
* Customers can create their own login or use Google login.
* Partners have to be authenticated through a central system which is to be determined.
* Internal users will have access to the central Enterprise Resource Planning (ERP) with their credentials maintained in the ERP system.
* Additional internal systems will be integrated with Salesforce for sales and support business processes.
Which requirement should the integration architect evaluate while designing the integration needs of this project?

Answer: C

Explanation:
Managing identity across a global enterprise with diverse user personas (Employees, Customers, Partners) requires a centralized Identity and Access Management (IAM) strategy. In a landscape involving multiple local Active Directories, social logins (Google), and a central ERP system, attempting to manage authentication natively within Salesforce or through custom-built local silos would result in high technical debt and security vulnerabilities.
The architect should recommend a third-party Single Sign-On (SSO) solution, acting as a central Identity Provider (IdP). This IdP serves as the orchestration layer for all authentication requests.
* For Internal Users: The IdP can federate with the various local Active Directories, allowing users to log in with their existing corporate credentials.
* For Customers: The IdP can handle "Social Sign-On" (OpenID Connect) with Google and manage self-registration.
* For Partners: It provides the "central system" required for their authentication.
By using a central SSO solution, Salesforce acts as a Service Provider (SP). When a user attempts to access Salesforce, the request is redirected to the IdP via the SAML 2.0 or OpenID Connect protocol. Once the IdP validates the user against the appropriate backend (AD, Google, or its own directory), it sends a secure assertion back to Salesforce to grant access.
Furthermore, this central IdP can facilitate access to the ERP system and other internal systems. If these systems support SAML, the same SSO session used for Salesforce can be extended to them, providing a true single sign-on experience. This architecture centralizes security auditing, simplifies user de-provisioning (the
"kill switch" effect), and ensures a consistent user experience across the global manufacturing landscape.
Implementing a thir2d-party IdP is the industry-standard approach for complex integrations where security, scalabi3lity, and multi-protocol support are primary requirements.


NEW QUESTION # 21
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