Salesforce AI-201 valid study dumps : Salesforce Certified Agentforce Specialist

  • Exam Code: AI-201
  • Exam Name: Salesforce Certified Agentforce Specialist
  • Updated: Aug 21, 2026
  • Q&As: 315 Questions and Answers

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Salesforce AI-201 Exam Syllabus Topics:

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

                              Salesforce Certified Agentforce Specialist Sample Questions:

                              1. A data science team has trained an XGBoost classification model for product recommendations on Databricks. The Agentforce Specialist is tasked with bringing inferences for product recommendations from this model into Data Cloud as a stand-alone data model object (DMO).
                              How should the Agentforce Specialist set this up?

                              A) Create the serving endpoint in Databricks, then configure the model using Model Builder.
                              B) Create the serving endpoint in Databricks, then configure the model using a Python SDK connector.
                              C) Create the serving endpoint in Einstein Studio, then configure the model using Model Builder.


                              2. An Agentforce Specialist builds a new Service Agent that uses a custom action built on a flow.
                              The agent has been tested in a sandbox and is now ready to deploy. What is a key consideration regarding the activation status of the agent in the production environment?

                              A) The agent must be manually activated in production, regardless of its status in the sandbox.
                              B) The agent will be activated automatically only if the flow is also active.
                              C) The agent will automatically be activated upon successful deployment.


                              3. Universal Containers (UC) has configured a data library and wants to restrict indexing of knowledge articles to articles which are only publicly available in their knowledge base, UC also wants the agent to link sources that the large language model (LLM) grounded its response on.
                              Which settings should help UC with this?

                              A) Use Data Categories to categorize publicly available articles to index. Sources are automatically displayed when knowledge articles are categorized as Public.
                              B) In the data library setting window, under Knowledge Settings, enable Use Public Knowledge Article. It is not possible to display articles that the LLM grounded its response in.
                              C) In the data library setting window, under Knowledge Settings, enable Use Public Knowledge Article and select Show sources,


                              4. Universal Containers (UC) is Implementing Service AI Grounding to enhance its customer service operations. UC wants to ensure that its AI- generated responses are grounded in the most relevant data sources. The team needs to configure the system to include all supported objects for grounding. Which objects should UC select to configure Service AI Grounding?

                              A) Case, Knowledge, and Case Notes
                              B) Case, Case Emails, and Knowledge
                              C) Case and Knowledge


                              5. Coral Cloud Resorts wants visibility into credit usage associated with testing. Which feature supports this?

                              A) Testing Center
                              B) Agentforce Analytics
                              C) Digital Wallet


                              Solutions:

                              Question # 1
                              Answer: A
                              Question # 2
                              Answer: A
                              Question # 3
                              Answer: C
                              Question # 4
                              Answer: C
                              Question # 5
                              Answer: A

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