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| Section | Weight | Objectives |
|---|
| Topic 1: Testing, Deployment & Lifecycle | 15% | - Agent lifecycle management
- 1. Sandbox to production deployment
- 2. Testing and validation strategies
|
| Topic 2: Data Cloud & Grounding | 20% | - Data integration for AI agents
- 1. Connecting external data sources
- 2. Using Data Cloud for retrieval augmentation
|
| Topic 3: AI Agents | 35% | - 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
|
| Topic 4: Governance & Observability | 10% | - AI governance
- 1. Monitoring agent behavior
- 2. Trust layer and compliance concepts
|
| Topic 5: Prompt Engineering | 20% | - Grounding techniques
- 1. Data grounding for reducing hallucinations
- 2. Best practices for prompt design
- Prompt Builder usage
- 1. Prompt templates and configuration
- 2. Field generation and flex templates
|
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Salesforce Certified Agentforce Specialist Sample Questions (Q87-Q92):
NEW QUESTION # 87
Universal Containers (UC) wants to use Generative AI Salesforce functionality to reduce Service Agent handling time by providing recommended replies based on the existing Knowledge articles.
On which AI capability should UC train the service agents?
- A. Service Replies
- B. Case Replies
- C. Knowledge Replies
Answer: A
Explanation:
Service Replies (specifically Einstein Service Replies) is the Salesforce Generative AI functionality designed to automatically draft responses for service agents in real-time, based on contextual information, including existing knowledge articles. This directly addresses Universal Containers' need to reduce handling time by providing recommended replies grounded in their knowledge base
NEW QUESTION # 88
Coral Cloud Resorts needs consistent pass/fail logic for agent testing. Which Testing Center capability provides that?
- A. Run a script on event logs to identify the failed utterances.
- B. Use structured batch testing with validation per test utterance,
- C. Use customer rating as a proxy for correctness.
Answer: B
Explanation:
According to the AgentForce Testing Center Guide, structured batch testing is the feature that provides consistent, repeatable pass/fail validation for agent testing. The documentation explains:
"Structured batch testing allows specialists to define expected outputs per test utterance and automatically validate the agent's responses, resulting in deterministic pass/fail outcomes."
NEW QUESTION # 89
Universal Containers (UC) wants to use the Draft with Einstein feature in Sales Cloud to create a personalized introduction email. After creating a proposed draft email, which predefined adjustment should UC choose to revise the draft with a more casual tone?
- A. Enhance Friendliness
- B. Optimize for Clarity
- C. Make Less Formal
Answer: C
Explanation:
When Universal Containers uses the Draft with Einstein feature in Sales Cloud to create a personalized email, the predefined adjustment to Make Less Formal is the correct option to revise the draft with a more casual tone. This option adjusts the wording of the draft to sound less formal, making the communication more approachable while still maintaining professionalism.
Enhance Friendliness would make the tone more positive, but not necessarily more casual.
Optimize for Clarity focuses on making the draft clearer but doesn't adjust the tone.
NEW QUESTION # 90
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 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. - B. 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. - 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 # 91
A sales rep at Universal Containers is extremely busy and sometimes will have very long sales calls on voice and video calls and might miss key details. They are just starting to adopt new generative AI features. Which Einstein Generative AI feature should An Agentforce recommend to help the rep get the details they might have missed during a conversation?
- A. Call Summary
- B. Sales Summary
- C. Call Explorer
Answer: A
Explanation:
For a sales rep who may miss key details during long sales calls, the Agentforce Specialist should recommend the Call Summary feature. Call Summary uses Einstein Generative AI to automatically generate a concise summary of important points discussed during the call, helping the rep quickly review the key information they might have missed.
Call Explorer is designed for manually searching through call data but doesn't summarize.
Sales Summary is focused more on summarizing overall sales activity, not call-specific content.
NEW QUESTION # 92
......
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