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Salesforce AI-201 Exam Syllabus Topics:

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

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                              Salesforce Certified Agentforce Specialist Sample Questions (Q210-Q215):

                              NEW QUESTION # 210
                              An Agentforce Agent has been developed with multiple topics and Agent Actions that use flows and Apex. Which options are available for deploying these to production?

                              Answer: B

                              Explanation:
                              Why is "Deploy flows, Apex, and all agent-related items using either change sets or the Salesforce CLI/Metadata API" the correct answer?
                              When deploying an Agentforce Agent with multiple topics and Agent Actions that use flows and Apex, a complete deployment solution is required. Change sets and the Salesforce CLI/Metadata API support the deployment of flows, Apex code, and agent-related metadata.
                              Key Considerations for Agentforce Deployments:
                              Supports Deployment of All Required Components
                              Agentforce Agents include flows, Apex classes, topics, and agent actions.
                              Change sets and Salesforce CLI/Metadata API allow deployment of all these components together, ensuring a smooth transition to production.
                              Agentforce Metadata Can Be Deployed Using Standard Tools
                              Change Sets: Allows admins to move configurations, custom objects, and metadata between Salesforce environments.
                              Salesforce CLI/Metadata API: Enables scripted deployments, automating the transfer of Agentforce configurations.
                              Ensures a Complete Migration Without Manual Configuration
                              Deploying all components together reduces the risk of misconfiguration.
                              Automating deployments using the Metadata API ensures consistency across environments.


                              NEW QUESTION # 211
                              Universal Containers is planning a marketing email about products that most closely match a customer's expressed interests. What should An Agentforce recommend to generate this email?

                              Answer: B

                              Explanation:
                              To generate an email about products that closely match a customer's expressed interests, An Agentforce should recommend using a custom sales email template that is grounded with interest and product information. This ensures that the email content is personalized based on the customer's preferences, increasing the relevance of the marketing message.
                              Using grounding ensures that the generative AI pulls the correct data related to customer interests and product matches, making the email more effective.


                              NEW QUESTION # 212
                              What is the primary function of the planner service in the Agent system?

                              Answer: A

                              Explanation:
                              The primary function of the planner service in the Agent system is to identify copilot actions that should be taken in response to user utterances. This service is responsible for analyzing the conversation and determining the appropriate actions (such as querying records, generating a response, or taking another action) that the Agent should perform based on user input.


                              NEW QUESTION # 213
                              Universal Containers is evaluating Einstein Generative AI features to improve the productivity of the service center operation. Which features should the Agentforce Specialist recommend?

                              Answer: A

                              Explanation:
                              To improve the productivity of the service center, the Agentforce Specialist should recommend the Service Replies and Case Summaries features.
                              Service Replies helps agents by automatically generating suggested responses to customer inquiries, reducing response time and improving efficiency.
                              Case Summaries provide a quick overview of case details, allowing agents to get up to speed faster on customer issues.
                              Work Summaries are not as relevant for direct customer service operations, and Sales Summaries are focused on sales processes, not service center productivity.


                              NEW QUESTION # 214
                              Which configuration must An Agentforce complete for users to access generative Al-enabled fields in the Salesforce mobile app?

                              Answer: A

                              Explanation:
                              Universal Containers (UC) has generative AI-enabled fields that users can access in the desktop experience.
                              The Agentforce Specialist needs these same fields to be visible and usable in the Salesforce Mobile App.


                              NEW QUESTION # 215
                              ......

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