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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Integration Solutions Use Cases and Design | 31% | - Design integration solutions using APIs
|
| Topic 2: Integration Architecture | 24% | - Design a scalable integration architecture
|
| Topic 3: Secure Integration and Data Integration | 25% | - Design data integration solutions
|
| Topic 4: Integration Patterns and Strategy | 20% | - Identify the appropriate integration pattern needed for a given scenario
|
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NEW QUESTION # 87
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
Answer: B,D,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 # 88
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?
Answer: A
Explanation:
Explanation
Leverage Change Data Capture to track changes to the Contact object and write a CometD subscriber on the homegrown application. This solution meets the requirements of keeping Salesforce and the homegrown application synchronized for consistency, using event-driven and asynchronous integration. Change Data Capture is a feature that allows you to receive near real-time notifications of changes to Salesforce records, such as inserts, updates, deletes, and undeletes. You can use Change Data Capture to track changes to the Contact object, and publish them as events to an event bus. CometD is a protocol that allows you to subscribe to events from the event bus using a streaming API. You can write a CometD subscriber on the homegrown application, and use it to receive the events and update the customer data accordingly.
References: Certification - Integration Architect - Trailhead, [Change Data Capture Developer Guide],
[Streaming API Developer Guide]
NEW QUESTION # 89
A company's security assessment noted vulnerabilities on the unmanaged packages in its Salesforce orgs; notably, secrets that are easily accessible and in plain text, such as usernames, passwords, and OAuth tokens used in callouts from Salesforce. Which persistence mechanisms should an integration architect require to be used to ensure that secrets are protected from deliberate or inadvertent exposure?
Answer: B
Explanation:
The scenario highlights vulnerabilities in unmanaged packages where secrets (usernames, passwords, OAuth tokens) are stored in plain text and easily accessible. The goal is to protect these secrets from exposure in callouts, especially in unpackaged or unmanaged code contexts.
Why A (Protected Custom Metadata Types and Named Credentials)?
Named Credentials is the primary Salesforce-recommended mechanism for securely storing authentication details (including passwords, tokens, and secrets) for HTTP callouts. Secrets are encrypted, not visible in debug logs, and Salesforce handles authentication without exposing them in Apex code.
However, in Named Credentials, admins with "Customize Application" permission can view/edit the secrets.
To further protect secrets (e.g., hide them completely from admins or in packaged scenarios), use Protected Custom Metadata Types (preferably in a managed package). These allow Apex code in the same namespace
/package to access the secrets while hiding them from users, API queries, or subscriber orgs.
This combination addresses both standard callouts (via Named Credentials) and cases needing maximum obfuscation (via Protected Custom Metadata), directly mitigating plain-text exposure in unmanaged packages.
Why not B (Encrypted Custom Fields and Protected Custom Settings)?
Encrypted Custom Fields are suitable for sensitive data like PII (e.g., credit cards, SSNs) but explicitly not recommended for storing authentication secrets or credentials used in callouts (per Salesforce Secure Coding guidelines).
Protected Custom Settings offer similar protection to Protected Custom Metadata but are less preferred for configuration-like data (secrets are configuration). Custom Metadata is deployable as metadata, better for packaging and migrations.
Why not C (Named Credentials and Protected Custom Settings)?
While Named Credentials are ideal, pairing with Protected Custom Settings is valid but suboptimal.
Salesforce documentation and Trailhead modules favor Protected Custom Metadata Types over Custom Settings for secret storage due to better deployability, caching, and metadata API support.
This aligns with Salesforce Trailhead ("Securely Store Secrets with Salesforce Features") and secure coding guidelines, emphasizing Named Credentials for callouts and Protected Custom Metadata for high-security secret storage in packages. For unmanaged code vulnerabilities, migrating to these mechanisms (ideally with packaging) prevents exposure.
NEW QUESTION # 90
Customer is evaluating Platform Events solution and would like help in comparing/contrasting it with Outbound Message for a real-time / near-real time needs. They expect 3,000 consumers of messages from Salesforce.
Which three considerations should be evaluated and highlighted when deciding between the solutions?
Choose 3 answers
Answer: A,B,C
Explanation:
Explanation
Both Platform Events and Outbound Message offer declarative means for asynchronous near-real time needs.
They aren't best suited for real-time integrations (A). In both Platform Events and Outbound Messages, the event messages are retried by and delivered in sequence, and only once. Salesforce ensures there is no duplicate message delivery (B). Message sequence is possible in Outbound Message but not guaranteed with Platform Events. Both offer very high reliability. Fault handling and recovery are fully handled by Salesforce Number of concurrent subscribers to Platform Events is capped at 2,000. An Outbound Message configuration can pass only 100 notifications in a single message to a SOAP end point (D). Both Platform Events and Outbound Message are highly scalable. However, unlike Outbound Message, only Platform Events have Event Delivery and Event Publishing limits to be considered (E). Reference: Salesforce Integration Architecture Designer Resource Guide, page 23
NEW QUESTION # 91
Salesforce is the system of record for Leads, Contacts, Accounts, and Cases. Customer data also exists in an ERP, ticketing system, and data lake, each with unique identifiers. Middleware is used to update systems bidirectionally. Which solution should be recommended to handle this?
Answer: A
Explanation:
In a complex landscape where multiple systems contain overlapping customer data, each with its own primary key, the core architectural challenge is Identity Management. To ensure that an update in Salesforce (the System of Record) correctly updates "Customer A" in the ERP and "Customer A" in the Data Lake, a Master Data Management (MDM) strategy is required.
An MDM solution creates a Cross-Reference (X-Ref) Table or a "Golden Record" that maps the unique identifiers from all systems. In the Salesforce record, the architect should implement External ID fields for each corresponding system (e.g., ERP_ID__c, Ticket_System_ID__c).
Why this is the superior recommendation:
* Bidirectional Integrity: When the middleware receives an update from the ERP, it uses the ERP_ID__c to perform an "upsert" in Salesforce, ensuring no duplicates are created.
* Traceability: It allows for easy auditing of data lineage across the enterprise.
* Decoupling: Salesforce doesn't need to know the internal logic of the ERP; it simply holds the reference key.
Option B (CDC) is a delivery mechanism, not an identity management strategy; it tells you that something changed, but not which record in the ERP it corresponds to without the ID mapping. Option C (Local caching in middleware) is an "anti-pattern" because it makes the middleware stateful; if the middleware cache is lost or out of sync, the entire integration breaks. By designing an MDM-based mapping solution directly within the data model, the architect ensures a robust, scalable, and transparent identity framework for the entire enterprise.
NEW QUESTION # 92
......
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