Why Choose Garranto Academy for Your Generative AI in Risk and Compliance Training?
Learn from industry experts, access hands-on AI applications, and earn a globally recognized certification to advance your expertise in AI-driven compliance.
Course Overview:
The Generative AI in Risk & Compliance course is designed for risk and compliance professionals seeking to leverage AI for enhanced decision-making. It provides insights into applying generative AI for automating risk assessments, anomaly detection in large datasets, and compliance verification. The course covers advanced AI techniques, ethical considerations, and regulatory compliance to ensure responsible AI deployment. Participants will learn to implement AI-driven solutions while maintaining legal and ethical integrity. By the end of the course, attendees will have the knowledge to integrate generative AI into risk management frameworks effectively. This certification equips professionals with cutting-edge skills to stay ahead in the evolving compliance landscape, ensuring robust governance and strategic risk mitigation.
What You'll Learn in Our Generative AI in Risk and Compliance Certification Course?
Course Objectives:
- Aligns policy management with existing business policies and processes.
- Simulates scenarios for risk assessment and strategic planning.
- Supports risk mitigation and implementation strategies.
- Enhances scanning and evaluation of pending legislation.
- Improves security, privacy, quality, and regulatory compliance.
- Manages obligation libraries and regulatory change effectively.
Prerequisites
- Basic understanding of risk management, compliance, and regulatory frameworks.
- Familiarity with AI concepts and data analysis is recommended but not required.
Course Outlines:
Module 1: Risks in Generative AI:
- Overview of the Generative AI Risk Landscape
- Potential risks and their implications
- How these risks can have a real-life impact
- Evolution of Threat Actors, Data Leakage, Prompt Injections, Indirect
Prompt Injections
- Inadequate Sandboxing, Hallucinations, Server-Side Request Forgery
- DDOS attacks, Data Poisoning, Model Bias, Copyright Violations
Module 2: Security in Generative AI:
- Security framework implementation for Generative AI systems
- Key challenges to overcome
- Techniques to assess and improve the security posture of a Generative AI
system
- How to Secure Generative AI
- Threat Modelling and GenAI security
- LLM and AI Governance Checklist
Module 3: Generative AI in Compliance Landscapes:
- Demystifying Regulatory Compliance in the AI Era
- Elevating Anti-Money Laundering (AML) with AI-Powered Solutions
- Maximizing Know Your Customer (KYC) Protocols with Generative AI
- Safeguarding Data Privacy and Security via AI Innovations
Module 4: Grasping Generative AI Fundamentals:
- Delve into the Core Concepts of Generative AI
- Explore the Diverse Array of Generative Models
- Establish a Strong Foundation in Essential Terminology
Module 5: Applying Generative AI to Risk Management:
- Harnessing the Power of Generative AI for Risk Assessment and Mitigation
- Illuminating the Role of Generative AI in Credit Scoring
- Navigating Market Risk Analysis through AI-Driven Approaches
Module 6: Developing a Security and Compliance Program with Gen AI:
Module 7: Ethics and Regulations in AI: a Security and Compliance Program with Gen AI:
- Navigating the Complex Terrain of AI Bias and Fairness
- Ethical Considerations When Implementing AI Technologies
- A Global Tour of Regulatory Frameworks and Compliance Standards
Module 8: Use Cases with Generative AI Tools & Hands-on Demos :
- Learn to create AI Enhanced Power Point Presentations, Images, Chart
analysis for all business purpose- From Basics to Mastery
- Learn to leverage AI for automated data insights, simplifying the journey
from data collection to impactful business strategies
- Learn to harness the power of AI for document summarization, distilling
vast information into concise summaries effortlessly.
- Learn to build AI-powered personalized recommendation systems with
your data on PDF/Word documents using AI assistants
- Content Generation (Audio, Video, Images) with Prompt Engineering.
Course Outcomes:
Upon successful completion of this "Generative AI in Risk and Compliance" course, participants will:
- Enhances risk assessment and decision-making with AI-driven insights.
- Automates compliance checks and regulatory change management.
- Improves security, privacy, and data governance.
- Strengthens policy alignment and implementation strategies.
- Facilitates clear communication with AI-generated insights.
Key Benefits of Becoming a Generative AI in Risk and Compliance Professional:
Gain cutting-edge expertise in AI-driven risk management, enhancing compliance, security, and decision-making while staying ahead in your career.
How Generative AI in Risk and Compliance Can Transform Your Team's Workflow?
Automate complex risk processes, improve policy alignment, and streamline compliance management with AI-powered insights for faster, smarter decision-making..