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  1. Home
  2. Salesforce Certification
  3. Agentforce-Specialist Exam
  4. Salesforce.Agentforce-Specialist.v2025-09-29.q108 Dumps
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Question 71

Universal Containers implements Custom Agent Actions to enhance its customer service operations. The development team needs to understand the core components of a Custom Agent Action to ensure proper configuration and functionality. What should the development team review in the Custom Agent Action configuration to identify one of the core components of a Custom Agent Action?

Correct Answer: B
Comprehensive and Detailed In-Depth Explanation:UC's development team needs to identify a core component of a Custom Agent Action in Agent Builder. Let's assess the options.
* Option A: Action Triggers"Action Triggers" isn't a term used in Agentforce Custom Agent Action configuration. Actions are invoked by topics or plans, not standalone triggers, making this incorrect.
* Option B: InstructionsInstructions are a core component of a Custom Agent Action in Agentforce.
Defined in Agent Builder, they guide the Atlas Reasoning Engine on how to execute the action (e.g., what to do with inputs, how to process data). Reviewing the instructions helps the team understand the action's purpose and logic, making this the correct answer.
* Option C: Output TypesWhile outputs are part of an action's result, "Output Types" isn't a distinct configuration element in Agent Builder. Outputs are determined by the action's execution (e.g., Flow or Apex), not a separate setting, making this less core and incorrect.
Why Option B is Correct:Instructions are a fundamental component of Custom Agent Actions, providing the AI's execution directives, as per Salesforce documentation.
References:
* Salesforce Agentforce Documentation: Agent Builder > Custom Actions- Highlights instructions as key.
* Trailhead: Build Agents with Agentforce- Details configuring actions with instructions.
* Salesforce Help: Create Custom Actions- Confirms instructions' role.
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Question 72

The marketing team at Universal Containers is looking for a way personalize emails based on customer behavior, preferences, and purchase history.
Why should the team use Agent as the solution?

Correct Answer: A
Agent is designed to assist in generating personalized, AI-driven content based on customer data such as behavior, preferences, and purchase history. For the marketing team at Universal Containers, this is the perfect solution to create dynamic and relevant email content. By leveraging Agent, they can ensure that each customer receives tailored communications, improving engagement and conversion rates.
* Option A is correct as Agent helps generate real-time, personalized content based on comprehensive data about the customer.
* Option B refers more to Einstein Analytics or
* Marketing Cloud Intelligence, and Option C deals with automation, which isn't the primary focus of Agent.
References:
* Salesforce Agent Overview: https://help.salesforce.com/s/articleView?id=einstein_copilot_overview.
htm
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Question 73

Universal Containers (UC) wants to implement an AI-powered customer service agent that can:
* Retrieve proprietary policy documents that are stored as PDFs.
* Ensure responses are grounded in approved company data, not generic LLM knowledge.What should UC do first?

Correct Answer: A
Comprehensive and Detailed In-Depth Explanation:To implement an AI-powered customer service agent that retrieves proprietary policy documents (stored as PDFs) and ensures responses are grounded in approved company data, UC must first establish a foundation for the AI to access and use this data. TheAgentforce Data Library(Option A) is the correct starting point. A Data Library allows UC to upload PDFs containing policy documents, index them into Salesforce Data Cloud's vector database, and make them available for AI retrieval. This setup ensures the agent can perform Retrieval-Augmented Generation (RAG), grounding its responses in the specific, approved content from the PDFs rather than relying on generic LLM knowledge, directly meeting UC's requirements.
* Option B: Expanding the AI agent's scope to search all Salesforce records is too broad and unnecessary at this stage. The requirement focuses on PDFs with policy documents, not all Salesforce data (e.g., cases, accounts), making this premature and irrelevant as a first step.
* Option C: "Add the files to the content, and then select the data library option" is vague and not a precise process in Agentforce. While uploading files is part of setting up a Data Library, the phrasing suggests adding files to Salesforce Content (e.g., ContentDocument) without indexing, which doesn't enable AI retrieval. Setting up the Data Library (A) encompasses the full process correctly.
* Option A: This is the foundational step-creating a Data Library ensures the PDFs are uploaded, indexed, and retrievable by the agent, fulfilling both retrieval and grounding needs.
Option A is the correct first step for UC to achieve its goals.
References:
* Salesforce Agentforce Documentation: "Set Up a Data Library" (Salesforce Help:https://help.salesforce.
com/s/articleView?id=sf.agentforce_data_library.htm&type=5)
* Salesforce Data Cloud Documentation: "Ground AI Responses with Data Cloud" (https://help.
salesforce.com/s/articleView?id=sf.data_cloud_agentforce.htm&type=5)
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Question 74

Universal Containers wants to leverage the Record Snapshots grounding feature in a prompt template. What preparations are required?

Correct Answer: B
Comprehensive and Detailed In-Depth Explanation:Universal Containers (UC) aims to use Record Snapshots grounding in a prompt template to provide context from a specific record. Let's evaluate the preparation steps.
* Option A: Configure page layout of the master record type.While page layouts define field visibility for users, Record Snapshots grounding relies on field accessibility at the object level, not the layout.
The AI accesses data based on permissions and configuration, not layout alone, making this insufficient and incorrect.
* Option B: Create a field set for all the fields to be grounded.Record Snapshots in Prompt Builder allow grounding with fields from a record, but you must specify which fields to include. Creating a field set is a recommended preparation step-it groups the fields (e.g., from the object) to be passed to the prompt template, ensuring the AI has the right data. This is a documented best practice for controlling snapshot scope, making it the correct answer.
* Option C: Enable and configure dynamic form for the object.Dynamic Forms enhance UI flexibility but aren't required for Record Snapshots grounding. The feature pulls data directly from the object, not the form configuration, making this irrelevant and incorrect.
Why Option B is Correct:Creating a field set ensures the prompt template uses the intended fields for grounding, a key preparation step per Salesforce documentation.
References:
* Salesforce Agentforce Documentation: Prompt Builder > Record Snapshots- Recommends field sets for grounding.
* Trailhead: Ground Your Agentforce Prompts- Details field set preparation.
* Salesforce Help: Set Up Record Snapshots- Confirms field set usage.
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Question 75

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 the Agentforce Specialist do to identify the root cause of the problem?

Correct Answer: A
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, the Agentforce Specialist can 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.
Salesforce Agentforce Specialist References:
To explore more about dynamic debugging in Copilot Builder, see:https://help.salesforce.com/s/articleView?
id=sf.copilot_custom_action_debugging.htm
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