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Salesforce Certification Dumps Winter '25
Updated, Real & Accurate Questions for the real exam Correct answers provided Several sets of the exam available Guaranteed 
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| Exam Name | Salesforce Certified AI Specialist |
|---|---|
| Format documents | Pdf and Word |
| Answers to questions | Questions with Answers correct |
| Total Sets | 3 |
About the Salesforce AI Specialist Credential
The Salesforce AI Specialist credential is designed for individuals aiming to harness the power of generative AI within Salesforce. The AI Specialist plays a pivotal role in the implementation and usage of Einstein AI solutions. This exam is designed for Salesforce Administrators, Developers, and Architects who implement out-of-the-box AI capabilities and enhance them with Agent Builder, Prompt Builder, and Model Builder.
Audience Description: Salesforce AI Specialist
Salesforce Certified AI Specialist candidates should have a foundational knowledge of Salesforce’s core capabilities and should be able to navigate Salesforce. The Salesforce Certified AI Specialist Exam is for individuals who want to demonstrate knowledge, skills, or experience in the following areas.
- Understanding of Salesforce Einstein features, capabilities, and components, including foundational AI concepts, large language models (LLMs), prompts, models, and tools.
- Familiarity with Salesforce Platform configurations, processes, best practices, and the ability to build, configure, test, troubleshoot, and refine Einstein features like prompts and models.
- Proficiency in using Salesforce AI functionalities such as Sales emails, Service replies, Work Summary, Agent Builder, Prompt Builder, and Model Builder, and the capacity to implement and customize these features for specific business needs.
- Competence in navigating Salesforce tools and developing custom solutions, actions, or integrations within the Salesforce environment.
- Knowledge of AI basics, including predictive analytics, machine learning, natural language processing (NLP), computer vision, and Salesforce’s trusted AI principles in CRM systems.
- Understanding the importance of data quality, preparation, cleansing, and governance in AI model training and fine-tuning, along with ethical and responsible data handling practices, including privacy, bias, security, and compliance.
- Ability to engage stakeholders in discussions on AI applications, identifying opportunities and challenges for AI-driven business improvements.
A candidate for this certification is not expected to:
- Have extensive knowledge of configuring and fine-tuning LLMs.
- Understand the basics of coding languages such as Apex or Python.
- Possess expertise in external AI tools.
- Understand transformer architecture.
- Perform return on investment (ROI) calculations.
- Understand white space analysis.
- Have experience with Marketing Cloud, Heroku, Commerce Cloud, MuleSoft, Tableau, Slack, Quip, or Industry Clouds.
Purpose of This Exam Guide
This exam guide is designed to help you evaluate if you are ready to successfully complete the Salesforce Certified AI Specialist Exam. This guide provides information about the target audience for the certification exam, recommended training and documentation, and a complete list of exam objectives—all with the intent of helping you achieve a passing score. Salesforce highly recommends a combination of on-the-job experience, course attendance, and self-study to maximize your chances of passing the exam.
