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Salesforce AI-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Governance & Observability	10%	- AI governance 1. Monitoring agent behavior 2. Trust layer and compliance concepts
Topic 2: Testing, Deployment & Lifecycle	15%	- Agent lifecycle management 1. Sandbox to production deployment 2. Testing and validation strategies
Topic 3: Prompt Engineering	20%	- 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 4: AI Agents	35%	- Agent setup and orchestration 1. Standard and custom topics 2. Standard and custom agent actions - Agent behavior configuration 1. Filters and variables for deterministic behavior 2. Agent reasoning engine concepts
Topic 5: Data Cloud & Grounding	20%	- Data integration for AI agents 1. Using Data Cloud for retrieval augmentation 2. Connecting external data sources

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Salesforce Certified Agentforce Specialist Sample Questions (Q299-Q304):

NEW QUESTION # 299
Universal Containers wants to allow its service agents to query the current fulfillment status of an order with natural language. There is an existing auto launched flow to query the information from Oracle ERP, which is the system of record for the order fulfillment process. How should An Agentforce apply the power of conversational AI to this use case?

A. Create a custom copilot action which calls a flow.
B. Configure the Integration Flow Standard Action in Agent.
C. Create a Flex prompt template in Prompt Builder.

Answer: A

Explanation:
To enable Universal Containers service agents to query the current fulfillment status of an order using natural language and leverage an existing auto-launched flow that queries Oracle ERP, the best solution is to create a custom copilot action that calls the flow. This action will allow Agent to interact with the flow and retrieve the required order fulfillment information seamlessly. Custom copilot actions can be tailored to call various backend systems or flows in response to user requests.

NEW QUESTION # 300
A service manager wants to use Salesforce Prompt Builder to help agents summarize customer case notes after a support call.
The summary should:
- Capture the customer's issue, troubleshooting steps taken, and next
actions.
- Be no longer than five sentences.
- Use plain language (no technical jargon).
If no next action is identified, the summary should explicitly state "No next action required." Which prompt template follows Salesforce prompt design best practices?

A. Role: You are a support agent writing a case summary.
Task: Provide a professional summary of the issue and troubleshooting steps.
Contest: Include customer issue, steps taken, and next actions if available.
Constraints: No strict sentence limit, but use plain language. If no next action is found, leave it out.
Format: Use paragraphs for readability.
B. Role: You are a case documentation assistant.
Task: Write a summary of the support call.
Context: Always describe the customer issue, troubleshooting, and resolution details.
Constraints: The summary should be comprehensive and professional, but there is no limit on length or language style.Format: Use complete sentences in a narrative style.
C. Role: You are an experienced support agent.
Task: Summarize the case notes,
Context: Include customer issue, troubleshooting steps, and next actions.
Constraints: Limit to 5 sentences, use plain language, and if no next action is found, state "No next action required." Format: Use numbered sentences for clarity.

Answer: C

Explanation:
According to the Salesforce Prompt Builder Best Practices Guide, an effective prompt must include Role, Task, Context, Constraints, and Format clearly defined -- a structure known as the RTCCF model.
The documentation explains: "Prompts should specify the assistant's role, define a clear task, include context and constraints, and provide output format instructions to ensure predictable and high-quality responses."

NEW QUESTION # 301
Universal Containers (UC) is implementing Agentforce Service Agent on Email, UC made an email template and now needs to connect it to a Service Agent. What should an Agentforce Specialist recommend?

A. Create an Omni-Channel flow to point to an email template.
B. Create an Email Configuration for the Service Agent.
C. No action needed; the Service Agent connects automatically.

Answer: B

Explanation:
According to the AgentForce for Service Configuration Guide, when implementing Service Agents on Email, administrators must create an Email Configuration to connect the agent with the appropriate email channel and templates. The documentation specifies: "To enable Service Agents to handle emails, create an Email Configuration that links the agent to the email address, template, and routing parameters. This configuration allows the Service Agent to read, interpret, and respond using the defined template."

NEW QUESTION # 302
After a successful implementation of Agentforce Sates Agent with sales users. Universal Containers now aims to deploy it to the service team. Which key consideration should the Agentforce Specialist keep in mind for this deployment?

A. Review and test standard and custom Agent topics and actions for Service Center use cases.
B. Assign the standard service actions to Agentforce Service Agent.
C. Assign the Agentforce for Service permission to the Service Cloud users.

Answer: A

Explanation:
When deploying Einstein Agent (formerly Agentforce) from Sales to Service Cloud:
Agent Topics and Actions are context-specific. Service Cloud use cases (e.g., case resolution, knowledge retrieval) require validation of existing topics/actions to ensure alignment with service workflows.

NEW QUESTION # 303
Universal Containers implemented Agent for its users. One user complains that Agent is not deleting activities from the past 7 days. What is the reason for this issue?

A. Agent does not have the permission to delete the user's records.
B. Agent does not support the Delete Record action.
C. Agent Delete Record Action permission is not associated to the user.

Answer: B

Explanation:
Agent currently supports various actions like creating and updating records but does not support the Delete Record action. Therefore, the user's request to delete activities from the past 7 days cannot be fulfilled using Agent.
Unsupported Action: The inability to delete records is due to the current limitations of Agent's supported actions. It is designed to assist with tasks like data retrieval, creation, and updates, but for security and data integrity reasons, it does not facilitate the deletion of records.
User Permissions: Even if the user has the necessary permissions to delete records within Salesforce, Agent itself does not have the capability to execute delete operations.

NEW QUESTION # 304
......

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