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Salesforce Salesforce-Platform-Integration-Architect Exam Sample Questions 2025
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Salesforce Spring 25 Release106 Questions
4.9/5.0
Universal Containers has a requirement for all accounts that do NOT qualify for a business extension (Custom field on the account record) for the next month to send a meeting invite to their contacts from the marketing automation system to discuss the next steps. It is estimated there will be approximately 1MilIion contacts per month. What is the recommended solution?
A.
Use Batch Apex
B.
Use Time-based workflow rule
C.
Use Process builder
D.
Use Trigger.
Use Batch Apex
Explanation:
The requirement involves processing a very large volume of records (approximately 1 million contacts per month) based on a specific business condition (Account field status) and initiating an integration action (sending a meeting invite via an external Marketing Automation System). To prevent hitting Salesforce's strict governor limits (like CPU time, heap size, and DML rows) when processing such massive data volumes and performing asynchronous callouts, the recommended approach is to use a dedicated asynchronous processing mechanism designed for bulk operations.
Correct Option: ✅
A. Use Batch Apex
Batch Apex is the ideal solution because it is designed for processing up to 50 million records by dividing the workload into smaller, manageable batches (typically 200 records per batch). This partitioning ensures that the entire operation, which involves querying a large dataset and making a subsequent callout to the external marketing system, remains well within the governor limits. The asynchronous nature of Batch Apex allows for high-volume, reliable, and scheduled execution of the required complex logic.
Incorrect Option: ❌
B. Use Time-based workflow rule
Time-based workflow rules are not suitable for processing 1 million records monthly. Workflow rules are designed for simpler automation and are severely limited by governor constraints. Attempting to enqueue and process such a massive number of actions through this mechanism would likely lead to system performance degradation and constant failure to execute within the allowed limits for queued jobs.
C. Use Process Builder
Process Builder is an excellent declarative tool but operates within the synchronous transactional limits when an event fires. Attempting to initiate the complex logic (querying 1 million contacts, preparing data, and making a callout) from a Process Builder would cause it to immediately hit transaction limits, such as the CPU time or the total number of SOQL queries. It is not architecturally sound for bulk, scheduled, or high-volume processing.
D. Use Trigger
An Apex Trigger executes synchronously, typically on a DML event (insert, update, delete). Executing the logic for querying and integrating with an external system for 1 million contacts within a synchronous trigger context is impossible; it would instantly fail due to exceeding governor limits like the CPU time limit (10,000 milliseconds). Triggers are reserved for real-time validation or context-specific data manipulation.
Reference:
Salesforce Apex Developer Guide: Batch Apex
Apex Developer Guide
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 subscribe to an event, the integration user in salesforce needs read access to
theevent entity.
B.
Salesforce needs to be able to store information about the external system in order to know which event to send out.
C.
External system needs to have the same uptime in order to be able to keep up with Salesforce Platform Events.
D.
To publish an event, the integration user in salesforce needs create permission on the event entity.
E.
Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing.
To subscribe to an event, the integration user in salesforce needs read access to
theevent entity.
D.
To publish an event, the integration user in salesforce needs create permission on the event entity.
E.
Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing.
Explanation
Platform Events use an event-driven architecture characterized by asynchronous, decoupled communication. The architect must consider the operational and security requirements specific to this pattern.
D. To publish an event, the integration user in Salesforce needs create permission on the event entity.
Publishing Security:
The Salesforce user or integration mechanism (e.g., Apex, Flow, or API call) that sends the event needs the standard Create permission on the custom Platform Event object, just like creating any custom object record.
A. To subscribe to an event, the integration user in Salesforce needs read access to the event entity.
Subscribing Security:
Any subscriber (e.g., an external system connected via CometD, or an internal Apex trigger/Flow) must have Read access to the Platform Event object to receive and process the event messages.
E. Error handling must be performed by the remote service because the event is effectively handed off to the remote system for further processing.
Decoupling and Error Handling:
Platform Events are fire-and-forget. When Salesforce publishes the event, it doesn't wait for a response from the external system. Therefore, Salesforce cannot natively manage the external system's processing errors (e.g., if the external service is down or fails a business validation). The remote system is responsible for consuming the event, implementing its business logic, and handling any resulting failures (e.g., logging, retries, or sending a compensating event back to Salesforce).
❌ Why the Other Options are Incorrect
B. Salesforce needs to be able to store information about the external system in order to know which event to send out.
Event-Driven Principle:
This statement is incorrect. Platform Events promote decoupling. The publisher (Salesforce) does not and should not know or care who the subscribers are or what systems are listening. It simply publishes the event, and any interested party consumes it.
C. External system needs to have the same uptime in order to be able to keep up with Salesforce Platform Events.
Asynchronous Benefit:
This is incorrect and defeats the purpose of an asynchronous pattern. The primary advantage of Platform Events is that the external system does not need to have the same uptime. If the external system is down, the events are held in the event bus for up to 3 days (depending on the event type), and the subscriber can catch up when it comes back online. The systems are not tightly coupled by uptime requirements.
Summary:
The Integration Architect designs secure, scalable, and reliable solutions to connect Salesforce with other systems. This involves selecting the correct integration pattern (e.g., synchronous, asynchronous, bulk), the appropriate Salesforce API (e.g., REST, Bulk, UI, Platform Events), and implementing robust security models (OAuth, mTLS, DMZ) while always considering system limits and effective error handling.
An organization needs to integrate Salesforce with an external system and is considering authentication options. The organization already has implemented SAML, using a thirdparty Identity Provider for integrations between other systems. Which use case can leverage the existing SAML integration to connect Salesforce with other internal systems?
A.
Make formula fields with HYPERLINK() to external web servers more secure.
B.
Make Apex SOAP outbound integrations to external web services more secure.
C.
A Make Apex REST outbound integrations to external web services more secure.
D.
Make an API inbound integration from an external Java client more secure.
Make an API inbound integration from an external Java client more secure.
Explanation
The question asks which use case can leverage an existing SAML integration (using a third-party Identity Provider) to connect Salesforce with internal systems.
The key context here is how the existing SAML setup can be reused for API authentication for a server-to-server or client-to-server integration:
SAML Assertion Flow for Inbound API Access:
Salesforce supports the SAML Assertion Flow (a variation of an OAuth flow) for inbound API integrations. In this scenario, the external system (the "external Java client") gets a SAML Assertion from the organization's central Identity Provider (the existing one). The Java client then sends this SAML Assertion to Salesforce's token endpoint to exchange it for an OAuth Access Token, which it then uses to call Salesforce APIs.
Leveraging Existing IDP:
This flow allows the external client to reuse the organization's existing SAML Identity Provider as the method of authentication to Salesforce, satisfying the requirement to leverage the existing infrastructure.
❌ Why the Other Options are Incorrect
A. Make formula fields with HYPERLINK() to external web servers more secure.
This typically involves Outbound SSO or linking to an external resource. While SAML can be used for Outbound SSO (where Salesforce acts as the Identity Provider), the question specifies the organization already has a third-party Identity Provider. For a simple HYPERLINK(), the primary need is to pass the authenticated user context to the external system, which is not what the SAML Assertion flow for API authentication is designed for.
B. Make Apex SOAP outbound integrations to external web services more secure.
C. Make Apex REST outbound integrations to external web services more secure.
These are Outbound integrations, where Salesforce calls an external system. For Apex callouts, the standard secure practice is using Named Credentials. Named Credentials simplify the callout process and often rely on protocols like OAuth 2.0 (e.g., JWT Bearer) or mTLS for authentication to the external endpoint. It is rare and unnecessarily complex to use a SAML Assertion from an external IDP for a Salesforce outbound callout, as Salesforce typically acts as the client, not the Service Provider validating a SAML assertion.
📚 Reference
Salesforce Integration Pattern: SAML Assertion Flow for API Access.
Concept: This flow allows a client application (the external Java client) that has already been authenticated by an external Identity Provider (the existing SAML IdP) to use the SAML assertion to securely gain access to the Salesforce API.
Source: Salesforce Help documentation on OAuth 2.0 flows, specifically the SAML Assertion Flow.
A healthcare services company maintains a Patient Prescriptions System that has 50+ million records in a secure database. Their customer base and data set growing rapidly.
They want to make sure that the following policies are enforced:
1. Identifiable patient prescriptions must exist only in their secure system's databaseand encrypted at rest.
2. Identifiable patient prescriptions must be made available only to people explicit authorized in the Patient Prescriptions System assigned nurses anddoctors, patient, and people explicitly the patient may authorize.
3. Must be available only to verified and pre-approved people or legal entities.
To enable this, the company provides the following capabilities:
1. One-time use identity tokens for patients, nurses, doctors, and other people that expire within a few minutes.
2. Certificates for legal entities.
. RESTful services.
The company has a Salesforce Community Cloud portal for patients, nurses, doctors, and other authorized people. A limited number of employees analyze de identified data in Einstein Analytics.
Which two capabilities should the integration architect require for the Community Cloud portal and Einstein Analytics?
Choose 2 answers
A.
Identity token data storage
B.
Bulk load for Einstein Analytics
C.
Callouts to RESTful services
D.
Encryption in transit and at rest
Callouts to RESTful services
D.
Encryption in transit and at rest
Explanation
The scenario demands strict PHI protection, fine-grained access, and compliance (e.g., HIPAA). The integration must never store identifiable data in Salesforce and must secure all interactions.
C. Callouts to RESTful services
Correct
Community users (patients, nurses, doctors) must access prescriptions on-demand via real-time REST callouts from Salesforce to the secure system.
Use one-time identity tokens (passed in headers) for ephemeral, authorized access.
No data is stored in Salesforce — only temporary display in UI (e.g., Lightning component).
Enables policy #2 and #3: Only verified, token-holding users get data.
D. Encryption in transit and at rest
Correct
In transit: All REST callouts must use HTTPS/TLS 1.2+.
At rest: Even though identifiable data is not stored, any cached responses or session data in Salesforce must be encrypted (Salesforce provides this by default).
Einstein Analytics: De-identified data is loaded — but encryption in transit (via secure API) is still required.
Meets policy #1 (no identifiable data at rest in Salesforce) and compliance standards.
Why A and B are incorrect
A. Identity token data storageWrong — Tokens are one-time, short-lived (minutes).
Storing them violates security best practices and policy #1.
Tokens must be used immediately in callouts and discarded.
B. Bulk load for Einstein AnalyticsWrong — Bulk load is for de-identified, analytical data only (allowed).
But the question is about Community portal + Einstein access to prescriptions — not bulk analytics.
Bulk load does not address authorization or encryption for live prescription access.
Official References
Salesforce Help:Callouts from Lightning Components
HIPAA Guidance: Salesforce supports encryption in transit/at rest — but PHI must not be stored.
https://compliance.salesforce.com/en/hipaa
Architect Guide: Secure External Service Integration
Exam Tip:
For PHI + external secure system:
Never store PII/PHI → Use real-time callouts (C)
Always encrypt → TLS + no at-rest PHI (D)
Salesforce users need to read data from an external system via HTTPS request. Which two security methods should an integration architect leverage within Salesforce to secure the integration?
Choose 2 answers
A.
Connected App
B.
Named Credentials
C.
Authorization Provider
D.
Two way SSL
Named Credentials
D.
Two way SSL
Explanation
Salesforce users need to read data from an external system via HTTPS. To ensure this integration is secure, an Integration Architect must choose security mechanisms that handle both authentication and data protection. The correct methods within Salesforce are Named Credentials and Two-Way SSL, which provide secure, scalable, and compliant integration practices.
✅ Correct Answers
✅ B. Named Credentials
Named Credentials provide a secure and centralized way to store authentication details (like usernames, passwords, OAuth tokens, or certificates) for external callouts.
They eliminate the need to hardcode credentials in Apex and automatically handle authentication for HTTPS requests.
Named Credentials also simplify endpoint management and enhance overall integration security.
Key Benefits:
Centralized credential management
Supports OAuth, JWT, Basic Auth, and custom authentication
Prevents exposure of sensitive data in code
✅ D. Two-Way SSL (Mutual Authentication)
Two-Way SSL ensures both Salesforce and the external system authenticate each other using digital certificates before data exchange occurs.
This mutual trust enhances the security of HTTPS callouts by confirming the identity of both the sender and the receiver.
Key Benefits:
Provides strong mutual authentication
Ensures encrypted and trusted communication
Ideal for highly sensitive integrations
❌ Incorrect Options
⚙️ A. Connected App
Reason:
Connected Apps are designed for inbound integrations — that is, when external systems access Salesforce using OAuth.
In this scenario, Salesforce is the client making an outbound HTTPS request, so Connected App does not apply.
🚫 C. Authorization Provider
Reason:
Authorization Providers are used to define external identity providers for OAuth-based authentication into Salesforce.
They are not used for securing outbound HTTPS requests from Salesforce to another system.
Reference:
Salesforce Help: Named Credentials
Salesforce Help: Configure Two-Way SSL Certificates
Summary:
To securely make outbound HTTPS requests from Salesforce:
➡ Use Named Credentials for secure credential and endpoint management.
➡ Implement Two-Way SSL for mutual authentication and encrypted communication.
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Frequently Asked Questions
- 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
- 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.
- 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.
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