Salesforce-Platform-Integration-Architect Exam Questions With Explanations

The best Salesforce-Platform-Integration-Architect practice exam questions with research based explanations of each question will help you Prepare & Pass the exam!

Over 15K Students have given a five star review to SalesforceKing

Why choose our Practice Test

By familiarizing yourself with the Salesforce-Platform-Integration-Architect exam format and question types, you can reduce test-day anxiety and improve your overall performance.

Up-to-date Content

Ensure you're studying with the latest exam objectives and content.

Unlimited Retakes

We offer unlimited retakes, ensuring you'll prepare each questions properly.

Realistic Exam Questions

Experience exam-like questions designed to mirror the actual Salesforce-Platform-Integration-Architect test.

Targeted Learning

Detailed explanations help you understand the reasoning behind correct and incorrect answers.

Increased Confidence

The more you practice, the more confident you will become in your knowledge to pass the exam.

Study whenever you want, from any place in the world.

Salesforce Salesforce-Platform-Integration-Architect Exam Sample Questions 2025

Start practicing today and take the fast track to becoming Salesforce Salesforce-Platform-Integration-Architect certified.

21064 already prepared
Salesforce Spring 25 Release
106 Questions
4.9/5.0

Northern Trail Outfitters (NTO) has recently changed their Corporate Security Guidelines. The guidelines require that all cloud applications pass through a secure firewall before accessing on-premise resources. NTO is evaluating middleware solutions to integrate cloud applications with on-premise resources and services. What are two considerations an Integration Architect should evaluate before choosing a middleware solution?
Choose 2 answers

A.

The middleware solution is capable of establishing a secure API gateway between cloud applications and on-premise resources.

B.

An API gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.

C.

The middleware solution enforces the OAuth security protocol.

D.

The middleware solution is able to interface directly with databases via an ODBC connection string.

A.   

The middleware solution is capable of establishing a secure API gateway between cloud applications and on-premise resources.


B.   

An API gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.



Explanation

The core requirement is to pass all cloud application traffic through a secure firewall before accessing on-premise resources. This is a classic perimeter security and network topology challenge that must be addressed by the middleware infrastructure.

B. An API gateway component is deployable behind a Demilitarized Zone (DMZ) or perimeter network.

Perimeter Security:
The DMZ (Demilitarized Zone) is the standard network segment placed between the internal, trusted network and the external, untrusted network (the internet/cloud). To satisfy the requirement of passing traffic through a secure firewall, the API Gateway (a core component of modern integration/middleware) that receives external requests must be strategically placed behind the external firewall in the DMZ. This allows for strict control, logging, and inspection of all inbound traffic before it ever reaches the internal resources.

A. The middleware solution is capable of establishing a secure API gateway between cloud applications and on-premise resources.

Centralized Control and Security:
The API Gateway is the component that enforces security policies, handles throttling, performs message transformation, and ensures a secure connection (like TLS/SSL) between the cloud application (Salesforce) and the on-premise services. The middleware solution must inherently include or support a robust API Gateway to meet the secure access requirement.

❌ Why the Other Options are Incorrect

C. The middleware solution enforces the OAuth security protocol.

Too Specific:
While OAuth is a great, common security protocol, the requirement only states secure firewall access. Many other secure methods like mutual TLS (mTLS), JWT validation, or Basic Auth over HTTPS might be used depending on the endpoint. OAuth is a capability the gateway should have, but the fundamental architectural evaluation must focus on the network placement (DMZ) and component (API Gateway).

D. The middleware solution is able to interface directly with databases via an ODBC connection string.

Architectural Anti-Pattern:
A best practice is to never expose databases directly to integration middleware. Integration should be done via services and APIs (e.g., REST, SOAP) that enforce business logic, security, and transactionality. Directly connecting to an on-premise database via ODBC or JDBC bypasses the security layer and is highly discouraged.

📚 Reference
This relates to the Integration Security and Network Topology topics of the Integration Architect exam:

Key Concept:
Hybrid Integration Architecture. This requires an integration component (often called an Agent, Runtime, or Gateway) to be deployed on-premise, typically within a DMZ, to act as a secure bridge between the cloud and the internal network.

DMZ:
The role of the Demilitarized Zone in protecting the private network while allowing controlled access to services from an untrusted network.

An enterprise architect has requested the Salesforce Integration architect to review the following (see diagram & description) and provide recommendations after carefully considering all constraints of the enterprise systems and Salesforce platform limits.

• About 3,000 phone sales agents use a Salesforce Lightning UI concurrently to check eligibility of a customer for a qualifying offer.
• There are multiple eligibility systems that provides this service and are hosted externally. However, their current response times could take up to 90 seconds to process and return (there are discussions to reduce the response times in future, but no commitments are made).
• These eligibility systems can be accessed through APIs orchestrated via ESB (MuleSoft).
• All requests from Salesforce will have to traverse through customer's API Gateway layer and the API Gateway imposes a constraint of timing out requests after 9 seconds.

Which three recommendations should be made?
Choose 3 answers

A.

ESB (Mule) with cache/state management to return a requestID (or) response if
available from external system.

B.

Recommend synchronous Apex call-outs from Lightning UI to External Systems via Mule and implement polling on API gateway timeout.

C.

Use Continuation callouts to make the eligibility check request from Salesforce from Lightning UI at page load.

D.

When responses are received by Mule, create a Platform Event in Salesforce via Remote-Call-In and use the empAPI in the lightning UI to serve 3,000 concurrent users.

E.

Implement a 'Check Update' button that passes a requestID received from ESB (user action needed).

A.   

ESB (Mule) with cache/state management to return a requestID (or) response if
available from external system.


D.   

When responses are received by Mule, create a Platform Event in Salesforce via Remote-Call-In and use the empAPI in the lightning UI to serve 3,000 concurrent users.


E.   

Implement a 'Check Update' button that passes a requestID received from ESB (user action needed).



Explanation

A. ESB (Mule) with cache/state management to return a requestID (or) response if available from external system.

Why this is correct:
This is the foundation of the solution. When Salesforce makes a call, the ESB must immediately return a control flow (a requestID) instead of making Salesforce wait for the 90-second process. This allows the initial call to complete well within the 9-second timeout. The ESB acts as an asynchronous broker, managing the state of the long-running request with the backend systems. If the eligibility check is quick for some reason, it can return the response directly, optimizing for the happy path.

D. When responses are received by Mule, create a Platform Event in Salesforce via Remote-Call-In and use the empAPI in the lightning UI to serve 3,000 concurrent users.

Why this is correct:
This is the "push" mechanism for delivering the final result. Once the external system finally completes its 90-second processing, MuleSoft (using its credentials) calls into Salesforce to publish a Platform Event containing the requestID and the eligibility result. The Lightning UI uses the Empathy API (empAPI) to subscribe to these events. When the event with the matching requestID is received, the UI updates in real-time. This is highly scalable for 3,000 users as Platform Events and the empAPI are designed for high-volume, real-time user notifications.

E. Implement a 'Check Update' button that passes a requestID received from ESB (user action needed).

Why this is correct:
This provides a user-driven fallback or alternative to the real-time push mechanism. Networks or browser sessions can be unreliable. If the user misses the Platform Event (e.g., due to a lost connection), they need a way to manually retrieve the result. This button would call an Apex method that checks the final status (likely by querying a Salesforce object where results are stored or by making a new call to the ESB with the requestID). This ensures the solution is robust and user-friendly.

Why the Other Options are Incorrect

B. Recommend synchronous Apex call-outs from Lightning UI to External Systems via Mule and implement polling on API gateway timeout.

Why this is incorrect:
This is the opposite of what is needed. A synchronous call will hit the 9-second API Gateway timeout and fail every time. The external system takes 90 seconds, so waiting for it synchronously is architecturally impossible given the constraints. Polling after a timeout is a messy workaround and doesn't solve the fundamental problem.

C. Use Continuation callouts to make the eligibility check request from Salesforce from Lightning UI at page load.

Why this is incorrect:
Continuation callouts (also known as Long-Running Apex) are designed for synchronous callouts that last longer than the standard 10-second Apex transaction limit, extending it up to 120 seconds. However, they still require the client to hold the connection open and wait for a response.
The 9-second API Gateway timeout would still break this.
Making users wait 90 seconds on a loading screen is an unacceptable user experience.
Holding an Apex transaction open for 90 seconds for 3,000 concurrent users would catastrophically hit platform limits and could not scale.

Architecture Flow:
Request: UI calls MuleSoft, which instantly returns a requestID to avoid timeout.
Process: MuleSoft handles the slow backend process.
Notify: MuleSoft pushes the result back to the UI in real-time via Platform Events.
Fallback: A "Check Update" button provides a manual backup to fetch the result.

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.

Transform a fire-and-forget mechanism to request-reply should be handled bymiddleware tools (like ETL/ESB) to improve performance.

B.

Provide true message queueing for integration scenarios (including
orchestration,process choreography, quality of service, etc.) given that a middleware solution is required.

C.

Message transformation and protocol translation should be done within Salesforce. Recommend leveraging Salesforce native protocol conversion capabilities as middle watools are NOT suited for such tasks

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.

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.

B.   

Provide true message queueing for integration scenarios (including
orchestration,process choreography, quality of service, etc.) given that a middleware solution is required.


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.   

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.



Explanation:

The enterprise architect’s list — caching, queuing, error handling, alerts, retries, event handling — describes integration infrastructure capabilities that are best handled by middleware, not directly in Salesforce.

B. Provide true message queueing…

Middleware (ESB, iPaaS like MuleSoft) is designed for durable message queues, orchestration, and quality of service (QoS) guarantees.

Salesforce can publish events but does not provide enterprise-grade queuing like persistent retry queues, guaranteed delivery, or ordering — that’s the middleware’s role.

D. Event handling processes… handled by middleware

Error logging, triggering recovery processes, sending alerts — these are better done outside of Salesforce to avoid unnecessary processing overhead in the CRM and to centralize operational monitoring.

E. Event handling in a publish/subscribe scenario…

Middleware is well-suited to routing messages between multiple publishers and subscribers, applying transformations, and managing subscription lifecycles without overloading Salesforce with distribution logic.

Why not the others?

A. Transform a fire-and-forget mechanism to request-reply…
This transformation is not typically done to improve performance — in fact, adding request-reply can reduce throughput. The architectural pattern should be chosen based on business need, not performance tuning alone.

C. Message transformation and protocol translation should be done within Salesforce
Incorrect — Salesforce has limited transformation capabilities (e.g., Apex parsing, External Services), but middleware is designed for heavy transformations and protocol conversions (SOAP ↔ REST, JMS, FTP, etc.).

Reference:

Salesforce Integration Patterns and Practices:
https://developer.salesforce.com/docs/atlas.en-us.integration_patterns_and_practices.meta/integration_patterns_and_practices/integ_pat_intro.htm

Pattern: Process Integration via Middleware — emphasizes middleware for queuing, orchestration, transformation, and event routing.

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.

Use APIEVENT to track all user initiated API calls through SOAP, REST or BULK APIs.

C.

Identify critical business processes and establish automation to monitor performance against established benchmarks.

D.

Request Salesforce to monitor the Salesforce instance and notify when there is degradation in performance.

C.   

Identify critical business processes and establish automation to monitor performance against established benchmarks.



Explanation

Effective monitoring for a business-critical rollout must focus on the user experience and core operations. The goal is to proactively detect performance degradation that impacts staff productivity. The best approach is to move beyond isolated technical metrics and instead monitor the end-to-end health of the most important business transactions that Sales and Service staff perform daily. This ensures alerts are meaningful and tied directly to business outcomes.

✅ Correct Option

C. Identify critical business processes and establish automation to monitor performance against established benchmarks.
This is the correct approach because it aligns monitoring with business value. It involves defining key processes (e.g., "creating a new case," "updating an opportunity"), measuring their performance to establish a normal baseline, and then creating automated checks (like synthetic transactions) that run against these benchmarks. This provides proactive, business-centric alerts when performance degrades, allowing operations to act before widespread user impact occurs.

❌ Incorrect Options

A. Use Salesforce limits API to capture current API usage and configure alerts for monitoring.
While monitoring API limits is important for governance, it is an incomplete solution. It focuses on consumption quotas, not performance or user experience. A system can have plenty of API calls remaining but still suffer from severe latency, which this method would not detect.

B. Use APIEVENT to track all user initiated API calls through SOAP, REST or BULK APIs.
APIEVENT is designed for auditing and security analysis, not real-time performance monitoring. The data has a significant latency (often hours) and is used for historical reporting on API usage volume, not for measuring transaction speed or generating immediate alerts for performance degradation.

D. Request Salesforce to monitor the Salesforce instance and notify when there is degradation in performance.
This misunderstands the shared responsibility model. Salesforce monitors its own infrastructure health, but they do not monitor the performance of your specific, customized instance, your code, or your user interactions. Performance for your org is a customer responsibility.

📚 Reference
For official guidance on monitoring and maintaining performance, refer to the "Salesforce Well-Architected - Reliability Pillar" whitepaper and the "Event Monitoring" guide available on the Salesforce Help and Architect websites. These resources emphasize proactive, business-process-centric monitoring strategies.

Sales representatives at Universal Containers (UC) use Salesforce Sales Cloud as their primary CRM. UC owns a legacy homegrown application that stores a copy of customer dataas well. Sales representatives may edit or update Contact records in Salesforce if there is a change. Both Salesforce and the homegrown application should be kept synchronized for consistency. UC has these requirements:

1. When a Contact record in Salesforce is updated, the external homegrown application should be
2. The synchronization should be event driven.
3. The integration should be asynchronous.

Which option should an architect recommend to satisfy the requirements?

A.

Leverage Platform Events to publish a custom event message containing changes to the Contact object.

B.

Leverage Change Data Capture to track changes to the Contact object and write a CometD subscriber on the homegrown application.

C.

Write an Apex Trigger with the @future annotation.

D.

Use an ETL tool to keep Salesforce and the homegrown application in sync on a regular candence.

A.   

Leverage Platform Events to publish a custom event message containing changes to the Contact object.



Explanation

This scenario requires real-time, event-driven synchronization between Salesforce and an external system. The solution must react immediately to Contact record changes, process them asynchronously to avoid blocking users, and reliably notify the external system. The architecture needs to capture changes as events and push them to the legacy application without manual intervention or scheduled batches.

✔️ Correct Option

(A) ✅ Leverage Platform Events...
Platform Events provide a perfect event-driven, asynchronous messaging pattern. When a Contact updates, an Apex trigger publishes a custom Platform Event containing the changed data. The external application subscribes to these events via the CometD protocol, receiving real-time notifications. This meets all requirements: event-driven, asynchronous, and immediate synchronization without user delays.

❌ Incorrect Options

(B) Leverage Change Data Capture...
While CDC is event-driven and asynchronous, it requires the homegrown application to actively subscribe to the change data stream using the CometD client. This places significant implementation burden on the legacy system to maintain connections and process the CDC payload format, making it less ideal than a custom Platform Event tailored to the external system's needs.

(C) Write an Apex Trigger with @future...
This approach only handles the asynchronous requirement but is not truly event-driven from the external system's perspective. The @future method would need to make a callout, but the external system would need to be available immediately. It also lacks the robust delivery guarantees and pub/sub architecture needed for reliable integration.

(D) Use an ETL tool...
ETL tools operate on scheduled batches, not real-time events. This violates the event-driven requirement since changes wouldn't be synchronized immediately. Scheduled synchronization creates data consistency gaps and doesn't provide the real-time experience sales representatives need.

📚 Reference
The official Salesforce Integration Patterns guide recommends the "Event-Driven Messaging" pattern using Platform Events for real-time, asynchronous integration scenarios where external systems need to be notified of changes immediately. This pattern provides the loose coupling and reliability needed for keeping systems synchronized.

Prep Smart, Pass Easy Your Success Starts Here!

Transform Your Test Prep with Realistic Salesforce-Platform-Integration-Architect Exam Questions That Build Confidence and Drive Success!

Frequently Asked Questions

This exam tests your ability to design and implement integration strategies between Salesforce and external systems. It focuses on APIs, data flows, system architecture, authentication, error handling, and performance considerations. Candidates must demonstrate both technical knowledge and architectural decision-making skills.
The exam primarily covers:
  • Salesforce Integration Patterns (Real-Time, Batch, Streaming)
  • REST, SOAP, and Bulk API usage
  • Authentication mechanisms (OAuth 2.0, SAML, JWT)
  • Middleware and platform event strategies
  • Error handling, retries, and monitoring
  • Data governance, security, and compliance in integrations
  • Designing high-performance and scalable integrations
Selecting the right pattern depends on:
  • Data volume: Use Bulk API for large volumes, REST/SOAP for smaller, real-time data.
  • Frequency: Real-time API for immediate updates, batch processes for scheduled integrations.
  • Complexity & transformation needs: Middleware may be necessary if multiple systems or complex data transformations are involved.
  • Use Bulk API for large data loads.
  • Schedule non-critical integrations during off-peak hours.
  • Implement retry logic with exponential backoff.
  • Use Platform Events for high-volume, event-driven integrations.
  • Always use OAuth 2.0 or JWT for authentication instead of storing passwords.
  • Use Named Credentials to centralize authentication management.
  • Ensure field-level and object-level security are enforced for API access.
  • Encrypt sensitive data in transit and at rest.
Focus on:
  • Decoupling systems using event-driven architecture.
  • Leveraging middleware for orchestration and transformation.
  • Implementing robust error handling and logging.
  • Documenting integration contracts, data flows, and SLAs clearly.
Scenario: Integrate Salesforce with an external ERP system to update inventory in real-time.
Solution:
  • Use Platform Events in Salesforce to trigger updates.
  • ERP system subscribes to events via Streaming API.
  • Implement middleware for error handling, retries, and data transformation.
  • Monitor integration with Event Monitoring and logging tools.
  • Build small sample integrations using REST and SOAP APIs.
  • Use Trailhead modules focused on API integrations.
  • Test CRUD operations, error handling, and event-driven scenarios.
  • Simulate large data volumes with Bulk API.
  • Ignoring API limits and governor limits.
  • Choosing real-time integration where batch would be more efficient.
  • Overlooking security requirements like field-level security.
  • Not considering error handling and retry strategies.
  • Salesforce Architect Journey Guide
  • Trailhead modules on Integration Patterns, API usage, and Platform Events
  • Salesforce Integration Architecture Designer Exam Guide
  • Practice integration scenarios in a Developer Org