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Salesforce-Hyperautomation-Specialist Practice Questions

Question # 1
The MuleSoft development team at Northern Trail Outfitters creates a Mule application that interacts with several APIs and RPA processes. The team needs to share this application with other teams to help them create similar applications.
How should the Mule application be published in Anypoint Exchange to meet this requirement?
A. Template asset
B. Custom asset
C. Connector asset
D. API asset


A. Template asset

Explanation: To share a Mule application that interacts with several APIs and RPA processes with other teams for creating similar applications, publishing it as a Template asset is the best approach:
Template Asset:
References:
Anypoint Exchange Templates Documentation

Question # 2
Northern Trail Outfitters publishes REST APIs to Anypoint Exchange. They write the REST APIs using RAML and share these APIs with internal and external users. In which language or languages can a user download these APIs?
A. RAML and OAS only
B. RAML, OAS, and Apiary
C. RAML only
D. RAML and Apiary only


A. RAML and OAS only

Explanation: Users can download REST APIs published to Anypoint Exchange in the following languages:
RAML (RESTful API Modeling Language):
OAS (OpenAPI Specification):
MuleSoft supports both RAML and OAS formats, allowing users to choose between these two standards when downloading API definitions.
References:
Anypoint Exchange API Documentation
MuleSoft RAML and OAS Documentation

Question # 3
A Salesforce administrator asks for advice on how to build their Salesforce flow. They need to complete several DML actions as part of their Salesforce flow and are running into DML governor limits during testing.
Which two pieces of advice should be given to the Salesforce administrator to improve their flow?
(Choose two.)
A. Avoid puttingDML statements inside of For Loop occurrences.
B. Use the upsert action to reduce the amount of DML statements required duringthe flow runtime.
C. Loopthrough a collection variableto save more records with a single DML statement.
D. Use DML statements at the end of the flow wherever possible.


A. Avoid puttingDML statements inside of For Loop occurrences.
C. Loopthrough a collection variableto save more records with a single DML statement.

Explanation: Avoid DML in For Loops: Placing DML (Data Manipulation Language) operations inside a loop can quickly exceed Salesforce governor limits, as each iteration performs a separate DML operation. It's best to collect records in a list and perform DML operations outside the loop.
Reference:Salesforce Governor Limits

Use Collection Variables: By looping through a collection variable and adding records to it, you can perform bulk DML operations, which are more efficient and less likely to hit governor limits.
Reference:Apex Collections and Bulk Processing

Use Upsert Action: Using the upsert action can reduce the number of DML statements by combining insert and update operations. However, this strategy depends on the specific flow requirements and data structure.
Reference:Salesforce Upsert Operation

DML Statements at the End: Consolidating DML operations to the end of the flow is advisable, but care should be taken to handle errors and exceptions appropriately.
Reference:Error Handling in Flows

Question # 4
Northern Trail Outfitters needs to develop an application network that follows a MuleSoftrecommended, API-led connectivity approach and meets the following requirements:
provides data to mobile and web interfaces
aggregates and transforms data
retrieves data from databases
In which API tier should the data aggregation and transformation take place?
A. Experience
B. Process
C. Business
D. System


B. Process

Explanation: API-led Connectivity: MuleSoft’s API-led connectivity approach divides APIs into three tiers: System, Process, and Experience. Each tier has a specific role in managing data and operations.
Reference:MuleSoft API-led Connectivity

Experience APIs: These APIs are designed to provide data to end-user interfaces, such as mobile and web applications. They typically format the data in a way that is easy for the user interface to consume.
Reference:Experience API Definition

Process APIs: Process APIs are responsible for orchestrating and executing business logic. They aggregate, transform, and process data from multiple sources before passing it to Experience APIs or other downstream systems.
Reference:Process API Role

System APIs: These APIs provide direct access to core systems and data sources. They handle CRUD (Create, Read, Update, Delete) operations and expose data from underlying systems.
Reference:System API Role

Data Aggregation and Transformation: Given the requirements to aggregate and transform data, the Process tier is the appropriate place. Process APIs handle complex business logic and data transformation, making them ideal for aggregating data from multiple sources and transforming it as needed.
Reference:Process APIs and Data Transformation

Question # 5
AnyAirlines needs to select a tool for developing an integration between Salesforce and an ERP system in the cloud. The requirements state that the systems must communicate bidirectionally and as close to real time as possible. The ERP system can be accessed via a SOAP-based web service.
Which tool meets the requirements of this integration?
A. Anypoint Studio
B. MuleSoft Composer
C. Orchestrator
D. MuleSoft RPA


A. Anypoint Studio

Explanation: Anypoint Studio is the most suitable tool for developing an integration between Salesforce and an ERP system in the cloud, especially when bidirectional communication in near real-time is required. Here’s why:
SOAP-Based Web Services Support:
Bidirectional Communication:
Real-Time Integration:
Advanced Integration Capabilities:
References:
Anypoint Studio Documentation

Question # 6
AnyAirlines has a MuleSoft Composer flow between NetSuite and Salesforce. One of the data elements coming from NetSuite is a string that needs to be put into a Boolean field in a Salesforce object.
Which Composer function should be used to change the datatype of the value?
A. today()
B. fromBooleanToString()
C. fromStringToBoolean()
D. substitute()


C. fromStringToBoolean()

Explanation: To convert a string from NetSuite into a Boolean field in a Salesforce object within MuleSoft Composer, you should use thefromStringToBoolean()function:
Function Purpose:
Usage:
Example:
References:
MuleSoft Composer Functions Documentation

Question # 7
AnyAirlines is creating a hyperautomation solution that will run any time a record is created in NetSuite and will update a record in Salesforce. Many records present in Salesforce need to be related to the updated record. AnyAirlines wants to automatically update each of these dependent records.
When combined, which two hyperautomation solutions should be used to automate this process without involving IT? (Choose two.)
A. Anypoint Platform
B. Salesforce Flow
C. MuleSoft RPA
D. MuleSoft Composer


B. Salesforce Flow
D. MuleSoft Composer

Explanation: To automate the process of updating related records in Salesforce when a record is created in NetSuite, combining Salesforce Flow and MuleSoft Composer is ideal:
MuleSoft Composer:
Salesforce Flow:
Combining MuleSoft Composer for integration and Salesforce Flow for in-Salesforce automation ensures that the entire process is streamlined and automated without requiring IT involvement.
References:
MuleSoft Composer Documentation
Salesforce Flow Documentation

Question # 8
An AnyAirlines employee determines that an RPA process is a strong candidate for automation. When approving the process, the employee needs to specify a group of potential users to manage the RPA process throughout its lifecycle.
According to best practices, which group should the employee choose?
A. Scrum team
B. Center for Enablement
C. Center of Excellence
D. Multiple project managers


C. Center of Excellence

Explanation: When approving an RPA process and specifying a group of potential users to manage it throughout its lifecycle, the best practice is to choose the Center of Excellence (CoE):
Center of Excellence (CoE):
Lifecycle Management:
Best Practices:
References:
MuleSoft RPA Documentation
RPA Center of Excellence Best Practices

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