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Risk and AI (RAI)™

RAI Certificate Overview

Be one of the first professionals to harness the power of AI and earn the RAI™ Certificate. 

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About the RAI Program

Developed by world-leading AI experts and senior risk practitioners, GARP’s RAI Certificate provides a historical perspective on the evolution of AI and machine learning (ML) methodologies as well as comprehensive coverage of AI tools and techniques, AI risks and risk factors, responsible and ethical AI, and governance frameworks for ensuring AI is deployed responsibly within organizations.

2024-2025 RAI Candidate Guide

Review the RAI Candidate Guide to get a comprehensive look at the RAI curriculum, including information about sitting for the Exam, earning the Certificate, using the Program to support your career, and more.
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Get to Know the RAI Program

Learn more about our new program on the fundamentals of AI risk. 

  • How can I earn the RAI Certificate? 

    To earn your Certificate, you'll need to pass a multiple-choice Exam. Once you're an RAI Certificate Holder, you are then strongly encouraged to participate in GARP’s Continuing Professional Development (CPD) program to help stay up-to-date with the latest best practices in risk management.

  • What is the structure of the RAI Exam?

    The RAI Exam consists of 80 equally weighted, multiple-choice questions. The majority of Exam questions stand alone; however, groups of 3-4 questions may draw on a common lead-in scenario. Candidates are allowed four hours to complete the Exam. 

  • When is the RAI Exam offered?

    The RAI Exam is offered in April and October at testing sites around the world. Seats are available on a first-come, first-served basis. To learn more about how to schedule an Exam, please visit our Exam Logistics page.

  • How much does the RAI Program cost?

    The cost of the RAI Program varies based on whether a candidate is registering during the early or standard registration window. Registration also includes six months of complimentary GARP Individual Membership for RAI candidates who have not previously received it from a different GARP program. For a specific pricing breakdown, visit our Fees and Payments page below. 

  • What study materials are available?

    RAI registration gives candidates complimentary access to the full curriculum and a practice exam, both available via GARP Learning. 

  • How long does it take to prepare for the RAI Exam?

    Preparation time will vary by candidate. Our expectation is that the average preparation time will be in the range of 100-130 hours. GARP advises early registration to allow for a comfortable study pace.

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How can I earn the RAI Certificate? 

To earn your Certificate, you'll need to pass a multiple-choice Exam. Once you're an RAI Certificate Holder, you are then strongly encouraged to participate in GARP’s Continuing Professional Development (CPD) program to help stay up-to-date with the latest best practices in risk management.

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What is the structure of the RAI Exam?

The RAI Exam consists of 80 equally weighted, multiple-choice questions. The majority of Exam questions stand alone; however, groups of 3-4 questions may draw on a common lead-in scenario. Candidates are allowed four hours to complete the Exam. 

Program and Exam
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When is the RAI Exam offered?

The RAI Exam is offered in April and October at testing sites around the world. Seats are available on a first-come, first-served basis. To learn more about how to schedule an Exam, please visit our Exam Logistics page.

Exam Logistics
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How much does the RAI Program cost?

The cost of the RAI Program varies based on whether a candidate is registering during the early or standard registration window. Registration also includes six months of complimentary GARP Individual Membership for RAI candidates who have not previously received it from a different GARP program. For a specific pricing breakdown, visit our Fees and Payments page below. 

Fees and Payments
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What study materials are available?

RAI registration gives candidates complimentary access to the full curriculum and a practice exam, both available via GARP Learning. 

Study Materials
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How long does it take to prepare for the RAI Exam?

Preparation time will vary by candidate. Our expectation is that the average preparation time will be in the range of 100-130 hours. GARP advises early registration to allow for a comfortable study pace.

Benefits of the RAI Program

Uncover the extensive benefits associated with pursuing the RAI Certificate. 

Timely Knowledge 

Access understandable knowledge about AI tools, techniques, and related business practices regardless of your background or training.

Hiring Potential

Equip yourself to help an organization implement safe, trustworthy, AI-driven business solutions. 

Leadership Credibility 

Position yourself to be a leader in establishing an ethical AI culture that builds credibility in your organization’s use of AI solutions with customers, regulators, and the public.

Exclusive Networking

Engage with industry colleagues to foster the sharing of ideas and insights, and opportunities for collaboration that support business partnerships and career advancement.

Curriculum

The RAI Certificate Program and Exam will cover the following topics: 

  • History and Overview of AI Concepts

  • AI Tools and Techniques

  • Risks and Risk Factors

  • Responsible and Ethical AI

  • Data and AI Model Governance 

The curriculum also includes practical case studies and practitioner perspective videos that illustrate real-world applications of AI. 

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SCR Program:
By the Numbers 

SCR Program:
By the Numbers 

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SCR Candidates Since 2022
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Total SCR Certificate Holders
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Risk and AI Resources

Stay on top of timely AI risk news and trends with our global content hub of articles, podcasts, webcasts, and more. 

Ready to become a leader in AI risk?

Early registration for the April 2025 RAI Exam is now open.

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