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| Section | Objectives |
|---|---|
| Topic 1: Middleware and Integration Platforms | - Integration middleware
|
| Topic 2: Integration Architecture Fundamentals | - Integration concepts and patterns
|
| Topic 3: Event-Driven Architecture | - Event messaging systems
|
| Topic 4: API and Connectivity | - API-led connectivity
|
| Topic 5: Data Integration and Management | - Data transformation and mapping
|
| Topic 6: Security and Identity | - Data security
|
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NEW QUESTION # 94
A customer's enterprise architect has identified requirements around caching, queuing, error handling, alerts, retries, event handling, etc. Which recommendation should the integration architect make?
Answer: A
Explanation:
When an enterprise architect identifies complex infrastructure needs such as caching, queuing, and sophisticated event routing, it signals that a point-to-point integration architecture is insufficient. In such cases, the Integration Architect should recommend a Middleware-mediated architecture.
Middleware tools, such as an Enterprise Service Bus (ESB) or an iPaaS (Integration Platform as a Service), are specifically designed to fulfill these complex "Quality of Service" (QoS) requirements. In a publish/subscribe scenario, the middleware acts as the central orchestrator. It can receive a single "Fire and Forget" event from a publisher (like Salesforce) and then manage the technical complexities of routing that message to multiple active subscribers.
Middleware handles infrastructure-level tasks such as message queuing for offline systems, automatic retries with exponential backoff, and error handling with alerts-capabilities that are either unavailable or difficult to scale within Salesforce natively. Performing message transformation and protocol translation (e.g., SOAP to REST) within the middleware layer also protects Salesforce's Apex CPU limits. By leveraging middleware for these concerns, the architect ensures that Salesforce remains a performant engagement layer while the middleware provides the robust technical backbone for a resilient enterprise landscape.
NEW QUESTION # 95
Which three considerations should an Integration Architect consider when recommending Platform Event as a Integration solution?
Choose 3 answers
Answer: B,C,D
Explanation:
These are three considerations that an Integration Architect should consider when recommending Platform Event as an Integration solution. Platform Events are a type of event-driven architecture thatallows you to publish and subscribe to custom events in Salesforce and external systems. Platform Events have some limitations and features that an Integration Architect should be aware of, such as:
Inability to query event messages using SOQL. Platform Events are not stored in Salesforce database, but in an event bus that retains them for 24 hours. You cannot use SOQL to query event messages, but you can use the EventLogFile object or the Event Monitoring feature to access them.
Inability to create a Lightning record page for platform events. Platform Events are not standard or custom objects, but a special type of sObject that can be inserted into the event bus. You cannot create a Lightning record page for platform events, but you can use Apex triggers, Lightning web components, or CometD clients to subscribe to them.
When you delete an event definition, it's permanently removed and can't be restored. An event definition is a metadata type that defines the schema and properties of a platform event message.You can create or modify event definitions in Salesforce Setup or using Metadata API. However, if you delete an event definition, it's permanently removed from your org and can't be restored. You also lose access to any event messages that use that eventdefinition.
References: Certification - Integration Architect - Trailhead, [Platform Events Developer Guide]
NEW QUESTION # 96
When a user clicks "Check Preferences" as part of a Lightning flow, preferences from an externally hosted RESTful service are to be checked in real time. The service has OpenAPI 2.0 definitions. Which integration pattern and mechanism should be selected?
Answer: A
Explanation:
This scenario describes a classic Request and Reply pattern where a user action in the UI requires an immediate, synchronous response from an external system to determine the next step in a business process (the Flow).
The requirement specifies that an OpenAPI 2.0 (Swagger) definition is available. For an Integration Architect, this is a prime use case for External Services. External Services allow you to import an OpenAPI schema and automatically generate "Invocable Actions" that can be used directly in Flow Builder without writing a single line of Apex code.
Why this is the best fit:
* Low Code: It fulfills the requirement purely through declarative configuration, which reduces maintenance and development costs.
* Real-Time: It performs a synchronous HTTP callout and waits for the Boolean/String values to be returned to the Flow variables.
* Type Safety: Because it uses the OpenAPI definition, Salesforce understands the data types (Boolean
/String) natively.
Option A (Data Virtualization) is more suitable for viewing and searching large external datasets as if they were records; it is over-engineered for a simple "check status" function. Option C (Remote Call-In) is the inverse of the requirement; it refers to an external system calling into Salesforce. By using Enhanced External Services, the architect provides a scalable, declarative solution that perfectly aligns with modern Salesforce development best practices for real-time external system interaction.
NEW QUESTION # 97
Northern Trail Outfitters has recently experienced intermittent network outages in its call center. When network service resumes, Sales representatives have inadvertently created duplicate orders in themanufacturing system because the order was placed but the return acknowledgement was lost during the outage.
Which solution should an architect recommend to avoid duplicate order booking?
Answer: D
Explanation:
Idempotent design means that the same request can be repeated multiple times without changing the outcome. This is useful for avoiding duplicate orders in case of network failures or timeouts. By implementing idempotent design, the sales representatives can retry the order(s) in question without creating duplicates in the manufacturing system. Outbound messaging is not a reliable solution because it does not guarantee delivery or acknowledgement of messages. Scheduled apex is not a real-time solution and may not catch all the duplicate or missing orders
NEW QUESTION # 98
An integration architect needs to build a solution that will be using the Streaming API, but the data loss should be minimized, even when the client re-connects every couple of days.
Which two types of Streaming API events should be considered?
Choose 2 answers
Answer: C,D
Explanation:
Explanation
The integration architect should consider Change Data Capture Events and High Volume Platform Events for using the Streaming API with minimal data loss. Change Data Capture Events capture changes to Salesforce records and deliver them as events to subscribers. High Volume Platform Events are custom events that can be published and consumed at a large scale. Both types of events support reliable event delivery, which means that events are stored for 72 hours and can be replayed by subscribers in case of connection loss or failure. This ensures that data loss is minimized, even when the client re-connects every couple of days12 References: Change Data Capture Developer Guide, Platform Events Developer Guide
NEW QUESTION # 99
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