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Salesforce Agentforce-Specialist Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Agentforce Specialist (AI-201)
Exam Number:AI-201
Exam Price:USD 200
Exam Format:Multiple Choice, Multiple Select, Scenario-based Questions
Exam Duration:105 minutes
Related Certifications:Salesforce AI Specialist (retired)
Salesforce Platform Administrator
Salesforce AI Associate (retired)
Salesforce Platform App Builder
Passing Score:72%-73%
Real Exam Qty:60 multiple-choice questions + up to 5 unscored questions
Available Languages:Japanese, English, French
Recommended Training:Salesforce Trailhead Agentforce Learning Paths
Agentforce Specialist Exam Prep
Exam Registration:Certification Exam Guide
Salesforce Certification Registration
Sample Questions:Salesforce Agentforce-Specialist Sample Questions
Exam Way:Online proctored or onsite testing center
Pre Condition:None
Official Syllabus URL:https://help.salesforce.com/s/articleView?id=005298924&type=1

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Salesforce Agentforce-Specialist Exam Syllabus Topics:

TopicDetails
Topic 1
  • Prompt Engineering: This section focuses on using Prompt Builder, managing user roles, creating prompt templates with field generation and flex types, selecting grounding techniques, and applying best practices for effective prompts.
Topic 2
  • Multi-Agent Interoperability: This domain explains Model Context Protocol (MCP), agent-to-agent communication, and when to use Agent API for system interactions.
Topic 3
  • AI Agents: This domain covers configuring agent behavior, understanding the reasoning engine, selecting topics and actions for agent types, managing Agent User security, choosing appropriate agent types, and connecting agents to various channels.
Topic 4
  • Development Lifecycle: This area addresses testing agents in Testing Center, deploying from sandbox to production, and managing agent adoption and monitoring.
Topic 5
  • Data Cloud for Agentforce: This domain covers Agentforce Data Library types, improving responses with unstructured data through chunking and indexing, understanding retrievers, and selecting keyword, vector, or hybrid search types.

Salesforce Certified Agentforce Specialist (AI-201) Sample Questions (Q212-Q217):

NEW QUESTION # 212
Universal Containers (UC) wants to limit an agent's access to Knowledge articles while deploying the " Answer Questions with Knowledge " action. How should UC achieve this?

Answer: B

Explanation:
UC wants to restrict the " Answer Questions with Knowledge " action to a subset of Knowledge articles. Let's evaluate the options for scoping agent access.
Option A: Define scope instructions to the agent specifying a list of allowed article titles or IDs.Agent instructions in Agent Builder guide behavior but cannot enforce granular data access restrictions like a specific list of article titles or IDs. This approach is impractical and bypasses Salesforce's security model, making it incorrect.
Option B: Update the Data Library Retriever to filter on a custom field on the Knowledge article.While Data Library Retrievers in Data Cloud can filter data, this requires custom development (e.g., modifying indexing logic) and assumes articles are ingested with a custom field for filtering. This is less straightforward than native Knowledge features and not a standard option, making it incorrect.
Option C: Assign Data Categories to Knowledge articles, and define Data Category filters in the Agentforce Data Library.Salesforce Knowledge uses Data Categories to organize articles (e.g., by topic or type). In Agentforce, when configuring a Data Library with Knowledge, you can apply Data Category filters to limit which articles the agent accesses. For the " Answer Questions with Knowledge " action, this ensures the agent only retrieves articles within the specified categories, aligning with UC's goal. This is a native, documented solution, making it the correct answer.
Why Option C is Correct:
Using Data Categories and filters in the Data Library is the recommended, scalable way to limit Knowledge article access for agent actions, as per Salesforce documentation.
References:
Salesforce Agentforce Documentation: Data Library > Knowledge Filters - Describes Data Category filtering.
Trailhead: Ground Your Agentforce Prompts - Covers limiting Knowledge scope.
Salesforce Help: Knowledge in Agentforce - Recommends categories for access control.


NEW QUESTION # 213
Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content is safe and inclusive, utilizing the Einstein Trust Layer's toxicity scoring to assess the content's safety level.
In the score of 1 indicate?

Answer: A

Explanation:
Einstein Trust Layer's Toxicity Scoring categorizes content on a scale of 0 to 1, where 1 indicates the highest level of toxicity (e.g., harmful, biased, or inappropriate language). This scoring helps organizations filter unsafe AI-generated content. A score of 1 triggers mitigation actions, such as blocking the response or alerting administrators.
* A score of 0 would indicate no toxicity (B is incorrect).
* The scoring system does not use "least toxic" as a category (A is misleading).


NEW QUESTION # 214
The Agentforce Specialist of Northern Trail Outfitters reviewed the organization's data masking settings within the Configure Data Masking menu within Setup. Upon assessing all of the fields, a few additional fields were deemed sensitive and have been masked within Einstein's Trust Layer.
Which steps should the Agentforce Specialist take upon modifying the masked fields?

Answer: B

Explanation:
After modifying masked fields in Einstein's Trust Layer, the next important step is to test and confirm that the responses generated by prompts utilizing the newly masked data still meet quality standards. This ensures that masking sensitive information does not negatively impact the usefulness or accuracy of the AI-generated content. Thorough testing helps identify any issues in prompt performance that could arise due to masking, and adjustments can be made if needed.
* Option B is correct because testing the effects of masking on AI responses is a critical step in ensuring AI continues to function as expected.
* Option A (turning off and on the Einstein Trust Layer) is unnecessary after changing the masked fields.
* Option C (turning on Einstein Feedback) allows for user feedback but is not a direct step following field masking modifications.
:
Salesforce Einstein Trust Layer Overview: https://help.salesforce.com/s/articleView?id=sf.
einstein_trust_layer.htm


NEW QUESTION # 215
Universal Containers is using AgentForce for Sales to find similar opportunities to help close deals faster. The team wants to understand the criteria used by the Agent to match opportunities.

Answer: A

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
The documentation "Find Similar Opportunities" states: "Matched opportunities have a status of Closed Won, a close date within 12 months of today, and aren't deleted." This clearly aligns with option B. The other options (A or C) do not match the published criteria (status of Closed Won within 12 months). Therefore option B is correct.


NEW QUESTION # 216
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"'

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 # 217
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