SALESFORCE-AI-SPECIALIST VALID STUDY QUESTIONS & NEW SALESFORCE-AI-SPECIALIST EXAM PRACTICE

Salesforce-AI-Specialist Valid Study Questions & New Salesforce-AI-Specialist Exam Practice

Salesforce-AI-Specialist Valid Study Questions & New Salesforce-AI-Specialist Exam Practice

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Salesforce Salesforce-AI-Specialist Exam Syllabus Topics:

TopicDetails
Topic 1
  • Agentforce Tools: In this topic, AI specialists get knowledge using agents when it is appropriate. Moreover, the topic explains the working of agents and reasoning engine powers Agentforce. Lastly, the topic focuses on managing and monitoring agent adoption.
Topic 2
  • Model Builder: This portion of the exam focuses on Salesforce AI specialists' expertise in working with AI models within Salesforce environments. Candidates will need to demonstrate knowledge of when to use the Model Builder and how to configure standard, custom, or Bring Your Own Large Language Model (BYOLLM) generative models to meet business needs.
Topic 3
  • Einstein Trust Layer: This section evaluates the skills of Salesforce AI specialists responsible for implementing security protocols and safeguarding data privacy. It emphasizes the security, privacy, and foundational features of the Einstein Trust Layer.
Topic 4
  • Prompt Builder: This section evaluates the expertise of AI specialists working with Salesforce's AI tools. It focuses on the Prompt Builder feature, requiring candidates to understand its usage based on business needs.
Topic 5
  • Generative AI in CRM Applications: This part of the exam assesses AI specialists’ knowledge of generative AI within CRM systems. It covers the use of generative AI features in Einstein for Sales and Einstein for Service.

>> Salesforce-AI-Specialist Valid Study Questions <<

New Salesforce-AI-Specialist Exam Practice, Real Salesforce-AI-Specialist Questions

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Salesforce Certified AI Specialist Exam Sample Questions (Q105-Q110):

NEW QUESTION # 105
Universal Containers has seen a high adoption rate of a new feature that uses generative AI to populate a summary field of a custom object, Competitor Analysis. All sales users have the same profile but one user cannot see the generative AlI-enabled field icon next to the summary field.
What is the most likely cause of the issue?

  • A. The prompt template associated with summary field is not activated for that user.
  • B. The user does not have the Prompt Template User permission set assigned.
  • C. The user does not have the field Generative AI User permission set assigned.

Answer: C

Explanation:
In Salesforce, Generative AI capabilities are controlled by specific permission sets. To use features such as generating summaries with AI, users need to have the correct permission sets that allow access to these functionalities.
* Generative AI User Permission Set: This is a key permission set required to enable the generative AI capabilities for a user. In this case, the missingGenerative AI Userpermission setprevents the user from seeing the generative AI-enabled field icon. Without this permission, the generative AI feature in the Competitor Analysis custom object won't be accessible.
* Why not A?ThePrompt Template Userpermission set relates specifically to users who need access to prompt templates for interacting with Einstein GPT, but it's not directly related to the visibility of AI- enabled field icons.
* Why not B?While a prompt template might need to be activated, this is not the primary issue here. The question states that other users with the same profile can see the icon, so the problem is more likely to be permissions-based for this particular user.
For more detailed information, you can review Salesforce documentation onpermission setsrelated to AI capabilities atSalesforce AI DocumentationandEinstein GPTpermissioning guidelines.


NEW QUESTION # 106
An AI Specialist needs to create a prompt template to fill a custom field named Latest Opportunities Summary on the Account object with information from the three most recently opened opportunities.
How should the AI Specialist gather the necessary data for the prompt template?

  • A. Select the Account Opportunity object as a resource when creating the prompt template.
  • B. Create a flow to retrieve the opportunity information.
  • C. Select the latest Opportunities related list as a merge field.

Answer: B

Explanation:
To gather the necessary data for populating the Latest Opportunities Summary custom field on the Account object with information from the three most recently opened opportunities, the AI Specialist should create a flow. A flow can be configured to query and retrieve the required opportunity records based on criteria such as their open date. Once the flow has gathered the necessary data, it can be used in a prompt template or other automation processes to populate the custom field on the Account record.
Option A is correct because creating a flow allows for dynamic data retrieval and control over the logic for selecting the most recent opportunities.
Option B and Option C do not provide sufficient control or data retrieval capabilities needed for this scenario.
Reference:
Salesforce Flow Documentation: https://help.salesforce.com/s/articleView?id=sf.flow.htm


NEW QUESTION # 107
Universal Containers, dealing with a high volume of chat inquiries, implements Einstein Work Summaries to boost productivity.
After an agent-customer conversation, which additional information does Einstein generate and fill, apart from the "summary"'

  • A. Sentiment Analysis and Emotion Detection
  • B. Issue and Revolution
  • C. Draft Survey Request Email

Answer: B

Explanation:
Einstein Work Summaries automatically generate concise summaries of customer interactions (e.g., chat transcripts). Beyond the "summary" field, it extracts and populates Issue (key problem discussed) and Resolution (action taken to resolve the issue). These fields help agents and supervisors quickly grasp the conversation's context without reviewing the full transcript.
* Sentiment Analysis and Emotion Detection (Option A): While Einstein Conversation Insights provides sentiment scores and emotion detection, these are separate from Work Summaries. Work Summaries focus on factual summaries, not sentiment.
* Draft Survey Request Email (Option B): Not part of Work Summaries. This would require automation tools like Flow or Email Studio.
* Issue and Resolution (Option C): Directly referenced in Salesforce documentation as fields populated by Einstein Work Summaries.
References:
* Salesforce Help Article: Einstein Work Summaries
* Einstein Work Summaries focus on "key details like Issue and Resolution" alongside summaries.
* Contrast with Einstein Conversation Insights for sentiment/emotion analysis.


NEW QUESTION # 108
A Salesforce Administrator is exploring the capabilities of Einstein Copilot to enhance user interaction within their organization. They are particularly interested in how Einstein Copilot processes user requests and the mechanism it employs to deliver responses. The administrator is evaluating whether Einstein Copilot directly interfaces with a large language model (LLM) to fetch and display responses to user inquiries,facilitating a broad range of requests from users.
How does Einstein Copilot handle user requests In Salesforce?

  • A. Einstein Copilot will perform an HTTP callout to an LLM provider.
  • B. Einstein Copilot analyzes the user's request and LLM technology is used to generate and display the appropriate response.
  • C. Einstein Copilot will trigger a flow that utilizes a prompt template to generate the message.

Answer: B

Explanation:
Einstein Copilot is designed to enhance user interaction within Salesforce by leveraging Large Language Models (LLMs) to process and respond to user inquiries. When a user submits a request, Einstein Copilot analyzes the input using natural language processing techniques. It then utilizes LLM technology to generate an appropriate and contextually relevant response, which is displayed directly to the user within the Salesforce interface.
OptionCaccurately describes this process. Einstein Copilot does not necessarily trigger a flow (Option A) or perform an HTTP callout to an LLM provider (Option B) for each user request. Instead, it integrates LLM capabilities to provide immediate and intelligent responses, facilitating a broad range of user requests.
References:
* Salesforce AI Specialist Documentation - Einstein Copilot Overview:Details how Einstein Copilot employs LLMs to interpret user inputs and generate responses within the Salesforce ecosystem.
* Salesforce Help - How Einstein Copilot Works:Explains the underlying mechanisms of how Einstein Copilot processes user requests using AI technologies.


NEW QUESTION # 109
Universal Containers wants to incorporate CRM data as well-formatted JSON in a prompt to a large language model (LLM).
What is an important consideration for this requirement?

  • A. JSON format should be enabled in Prompt Builder Settings.
  • B. "CRM data to JSON" checkbox must be selected when creating a prompt template.
  • C. Apex code can be used to return a JSON formatted merge field.

Answer: C

Explanation:
* Context of the Question
* Universal Containers (UC) wants to send well-formatted JSON data in a prompt to a large language model (LLM).
* The question is about an important technical or design consideration for including CRM data as JSON in that prompt.
* Why Apex Code for JSON Formatting?
* Apex to Generate JSON: Salesforce does not have a simple "checkbox" or single setting to
"convert CRM data to JSON." Typically, to structure data as JSON in a template, you either:
* Use an Apex class that queries or processes the data, then returns a JSON string.
* Use a Flow or formula approach (though complex data structures often require Apex).
* No Built-In "Enable JSON Format in Prompt Builder": Prompt Builder doesn't have a toggle that automatically transforms data into JSON.
* ConclusionThe practical solution to pass CRM data in JSON format to an LLM is touse Apex code(or a specialized Flow approach) to produce a JSON string, which the prompt can then merge and pass along. Hence,Option Bis correct.
Salesforce AI Specialist References & Documents
* Salesforce Documentation:Working with JSON in ApexDescribes how to serialize and deserialize data using Apex for integration or AI prompts.
* Salesforce AI Specialist Study GuideEmphasizes the need for custom logic (often in Apex) when complex data transformations (like JSON formatting) are required.


NEW QUESTION # 110
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