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Salesforce AI-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prompt Engineering20%- Grounding techniques
  • 1. Best practices for prompt design
    • 2. Data grounding for reducing hallucinations
      - Prompt Builder usage
      • 1. Field generation and flex templates
        • 2. Prompt templates and configuration
          Topic 2: Data Cloud & Grounding20%- Data integration for AI agents
          • 1. Connecting external data sources
            • 2. Using Data Cloud for retrieval augmentation
              Topic 3: Testing, Deployment & Lifecycle15%- Agent lifecycle management
              • 1. Sandbox to production deployment
                • 2. Testing and validation strategies
                  Topic 4: Governance & Observability10%- AI governance
                  • 1. Trust layer and compliance concepts
                    • 2. Monitoring agent behavior
                      Topic 5: AI Agents35%- Agent behavior configuration
                      • 1. Agent reasoning engine concepts
                        • 2. Filters and variables for deterministic behavior
                          - Agent setup and orchestration
                          • 1. Standard and custom agent actions
                            • 2. Standard and custom topics

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q287-Q292):

                              NEW QUESTION # 287
                              Universal Containers is rolling out a new generative AI initiative. Which Prompt Builder limitations should the Agentforce Specialist be aware of?

                              Answer: C

                              Explanation:
                              When rolling out a new Generative AI initiative in Salesforce using Prompt Builder, it's important to understand its current limitations. One key limitation is that changes to prompt templates (creation, edits, or deletions) are not logged in the Setup Audit Trail, which means admins won't have a historical record of modifications for compliance or troubleshooting.


                              NEW QUESTION # 288
                              Universal Containers wants to implement a solution in Salesforce with a custom UX that allows users to enter a sales order number. Subsequently, the system will invoke a custom prompt template to create and display a summary of the sales order header and sales order details.
                              Which solution should an Agentforce Specialist implement to meet this requirement?

                              Answer: A

                              Explanation:
                              Universal Containers (UC) requires a solution with a custom UX for users to input a sales order number, followed by invoking a custom prompt template to generate and display a summary.
                              Let's evaluate each option based on this requirement and Salesforce Agentforce capabilities.


                              NEW QUESTION # 289
                              Universal Containers deployed the new Agentforce Sales Development Representative (SDR) Into production, but sales reps are saying they can't find it. What is causing this issue?

                              Answer: C

                              Explanation:
                              Why is "Sales rep users are missing the Use SDR Agent permission set" the correct answer?
                              If sales reps are unable to find the Agentforce Sales Development Representative (SDR) Agent, the most likely cause is missing permissions. The "Use SDR Agent" permission set is required for users to access and interact with the SDR Agent in Agentforce.
                              Key Considerations for This Issue:
                              Permission Set Restriction
                              Users must have the "Use SDR Agent" permission set to access Agentforce SDR in their Salesforce environment.
                              If they lack this permission, the SDR Agent will not appear in their interface.
                              Agentforce Role-Based Access Control
                              Agentforce assigns specific permissions based on user roles.
                              Sales reps require explicit permission to access the SDR Agent.
                              Fixing the Issue
                              The Salesforce Admin should assign the "Use SDR Agent" permission set to all relevant sales reps.
                              This is done in Setup Permission Sets Assign to Users.


                              NEW QUESTION # 290
                              Universal Containers (UC) plans to send one of three different emails to its customers based on the customer's lifetime value score and their market segment. Considering that UC are required to explain why an e-mail was selected, which AI model should UC use to achieve this?

                              Answer: B

                              Explanation:
                              Universal Containers should use a Predictive model to decide which of the three emails to send based on the customer's lifetime value score and market segment. Predictive models analyze data to forecast outcomes, and in this case, it would predict the most appropriate email to send based on customer attributes. Additionally, predictive models can provide explainability to show why a certain email was chosen, which is crucial for UC's requirement to explain the decision- making process.
                              Generative models are typically used for content creation, not decision-making, and thus wouldn't be suitable for this requirement.
                              Predictive models offer the ability to explain why a particular decision was made, which aligns with UC's needs.


                              NEW QUESTION # 291
                              Universal Containers needs to create Data Cloud reports to understand agent behavior. Which data lake object (DLO) represents an overarching container capturing contiguous interactions with one or more Al agents?

                              Answer: B

                              Explanation:
                              Per the AgentForce Data Cloud Integration Guide, the AI Agent Session (AIAGENTSESSION) object represents an overarching container that tracks a continuous interaction between one or more AI agents and a user. The document describes: "AI Agent Session is the parent container for a contiguous set of AI Agent interactions. It captures metadata, start and end times, and the relationship to individual messages exchanged during the session."


                              NEW QUESTION # 292
                              ......

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