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Salesforce Agentforce-Specialist Exam Syllabus Topics:
Topic
Details
Topic 1
- Agentforce and Sales Cloud: This section assesses the skills of AI Developers and covers identifying the correct generative AI features in Agentforce for Sales Cloud scenarios. It also includes determining when to use Agentforce Sales Agents, such as Sales Development Representatives (SDRs) and Sales Coaches.
Topic 2
- Agentforce and Service Cloud: This section measures the skills of AI Engineers and focuses on building agents that answer questions based on Knowledge articles and connecting them to digital channels. It also covers identifying the correct generative AI features in Agentforce for Service Cloud scenarios.
Topic 3
- Agentforce Concepts: This section assesses the skills of AI Engineers and covers how Agentforce works, including its reasoning engine, standard and custom topics, agent actions, and user security management. It also includes testing and deploying agents from sandbox to production environments.
Topic 4
- Prompt Engineering: This section measures the skills of AI Developers and focuses on prompt engineering techniques. It covers identifying when to use Prompt Builder, managing prompt templates, selecting appropriate grounding techniques, and explaining the process for creating and executing prompt templates.
Topic 5
- Agentforce and Data Cloud: This section measures the skills of AI Developers and addresses how Agentforce integrates with Data Cloud to improve response accuracy and personalize answers. It involves grounding with retrievers in Data Cloud to enhance agent performance.
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Salesforce Agentforce-Specialist Dumps with Practice Test Questions [2025]
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Salesforce Certified Agentforce Specialist Sample Questions (Q40-Q45):
NEW QUESTION # 40
What is a Salesforce Agentforce Specialist able to configure in Data Masking within the Einstein Trust Layer?
- A. The profiles exempt from masking
- B. The encryption keys for masking
- C. The privacy data entities to be masked
Answer: C
Explanation:
In the Einstein Trust Layer, the Salesforce Agentforce Specialist can configure privacy data entities to be masked (Option C). This ensures sensitive or personally identifiable information (PII) is obfuscated when processed by AI models.
* Data Masking Configuration:
* The Agentforce Specialist defines which fields or data types (e.g., email, phone number, Social Security Number) should be masked. For example, masking the Email field in a prompt response to protect user privacy.
* This is done through declarative settings in Salesforce, where entities (standard or custom fields) are flagged for masking.
* Why Other Options Are Incorrect:
* A. Profiles exempt from masking: Exemptions are typically managed via permissions (e.g., field-level security), not directly within Einstein Trust Layer's Data Masking settings.
* B. Encryption keys for masking: Encryption is separate from masking. Masking involves obfuscation (e.g., replacing "john@example.com" with "@"), not encryption, which uses keys to secure data.
:
Einstein Trust Layer Documentation: States that Data Masking allows admins to "define which fields should be masked to protect sensitive data." Trailhead Module: "Einstein Trust Layer Basics" explains configuring privacy entities for masking.
Salesforce Help Article: "Secure AI with Einstein Trust Layer" details masking configurations for privacy compliance.
NEW QUESTION # 41
Universal Containers (UC) uses Salesforce Service Cloud to support its customers and agents handling cases.
UC is considering implementing Agent and extending Service Cloud to mobile users.
When would Agent implementation be most advantageous?
- A. When the goal is to streamline customer support processes and improve response times
- B. When the main objective is to enhance data security and compliance measures
- C. When the focus is on optimizing marketing campaigns and strategies
Answer: A
Explanation:
Agent implementation would be most advantageous in Salesforce Service Cloud when the goal is to streamline customer support processes and improve response times. Agent can assist agents by providing real-time suggestions, automating repetitive tasks, and generating contextual responses, thus enhancing service efficiency.
* Option B (data security) is not the primary focus of Agent, which is more about improving operational efficiency.
* Option C (marketing campaigns) falls outside the scope of Service Cloud and Agent's primary benefits, which are aimed at improving customer service and case management.
For further reading, refer to Salesforce documentation on Agent for Service Cloud and how it improves support processes.
NEW QUESTION # 42
Universal Containers (UC) wants to offer personalized service experiences and reduce agent handling time with Al-generated email responses, grounded in Knowledge base.
Which AI capability should UC use?
- A. Einstein Service Replies for Email
- B. Einstein Email Replies
- C. Einstein Generative Service Replies for Email
Answer: A
Explanation:
ForUniversal Containers (UC)to offer personalized service experiences and reduce agent handling time using AI-generated responses grounded in theKnowledge base, the best solution isEinstein Service Replies for Email. This capability leverages AI to automatically generate responses to service-related emails based on historical data and theKnowledge base, ensuring accuracy and relevance while saving time for service agents.
* Einstein Email Replies(option A) is more suited for sales use cases.
* Einstein Generative Service Replies for Email(option C) could be a future offering, but as of now, Einstein Service Replies for Emailis the correct choice for grounded, knowledge-based responses.
:
Einstein Service Replies Overview:
NEW QUESTION # 43
An Agentforce has created a copilot custom action using flow as the reference action type. However, it is not delivering the expected results to the conversation preview, and therefore needs troubleshooting.
What should theAgentforce Specialistdo to identify the root cause of the problem?
- A. In Copilot Builder, verify the utterance entered by the user and review session event logs for debug information.
- B. Copilot Builder within the Dynamic Panel, confirm selected action and observe the values in Input and Output sections.
- C. In Copilot Builder within the Dynamic Panel, turn on dynamic debugging to show the inputs and outputs.
Answer: C
Explanation:
When troubleshooting acopilot custom actionusing flow as the reference action type, enablingdynamic debuggingwithinCopilot Builder's Dynamic Panelis the most effective way to identify the root cause. By turning on dynamic debugging, theAgentforce Specialistcan see detailed logs showing both theinputs and outputsof the flow, which helps identify where the action might be failing or not delivering the expected results.
* Option B, confirming selected actions and observing the Input and Output sections, is useful for monitoring flow configuration but does not provide the deep diagnostic details available with dynamic debugging.
* Option C, verifying the user utterance and reviewing session event logs, could provide helpful context, but dynamic debugging is the primary tool for identifying issues with inputs and outputs in real time.
SalesforceAgentforce SpecialistReferences:To explore more about dynamic debugging in Copilot Builder, see:https://help.salesforce.com/s/articleView?id=sf.copilot_custom_action_debugging.htm
NEW QUESTION # 44
What is automatically created when a custom search index is created in Data Cloud?
- A. A predefined Apex retriever class that can be edited by a developer to meet specific needs.
- B. A dynamic retriever to allow runtime selection of retriever parameters without manual configuration.
- C. A retriever that shares the name of the custom search index.
Answer: C
Explanation:
Comprehensive and Detailed In-Depth Explanation:
In Salesforce Data Cloud, a custom search index is created to enable efficient retrieval of data (e.g., documents, records) for AI-driven processes, such as grounding Agentforce responses. Let's evaluate the options based on Data Cloud's functionality.
* Option A: A retriever that shares the name of the custom search index.When a custom search index is created in Data Cloud, a correspondingretrieveris automatically generated with the same name as the index. This retriever leverages the index to perform contextual searches (e.g., vector-based lookups) and fetch relevant data for AI applications, such as Agentforce prompt templates. The retriever is tied to the indexed data and is ready to use without additional configuration, aligning with Data Cloud's streamlined approach to AI integration. This is explicitly documented in Salesforce resources and is the correct answer.
* Option B: A dynamic retriever to allow runtime selection of retriever parameters without manual configuration.While dynamic behavior sounds appealing, there's no concept of a "dynamic retriever" in Data Cloud that adjusts parameters at runtime without configuration. Retrievers are tied to specific indexes and operate based on predefined settings established during index creation. This option is not supported by official documentation and is incorrect.
* Option C: A predefined Apex retriever class that can be edited by a developer to meet specific needs.Data Cloud does not generate Apex classes for retrievers. Retrievers are managed within the Data Cloud platform as part of its native AI retrieval system, not as customizable Apex code. While developers can extend functionality via Apex for other purposes, this is not an automatic outcome of creating a search index, making this option incorrect.
Why Option A is Correct:
The automatic creation of a retriever named after the custom search index is a core feature of Data Cloud's search and retrieval system. It ensures seamless integration with AI tools like Agentforce by providing a ready-to-use mechanism for data retrieval, as confirmed in official documentation.
References:
Salesforce Data Cloud Documentation: Custom Search Indexes- States that a retriever is auto-created with the same name as the index.
Trailhead: Data Cloud for Agentforce- Explains retriever creation in the context of search indexes.
Salesforce Help: Set Up Search Indexes in Data Cloud- Confirms the retriever-index relationship.
NEW QUESTION # 45
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