Course Outline
Introduction to AI in Financial Services
- Overview of AI technologies in finance
- Applications in risk management, compliance, and customer service
- Impact on business models and competitiveness
Strategic Integration of AI
- Designing AI strategies aligned with business objectives
- AI-driven innovation and digital transformation
- Measuring ROI and strategic performance of AI initiatives
Risk Management and AI Governance
- AI model risk and bias management
- Operational risk and data governance frameworks
- Building internal oversight and accountability mechanisms
Ethical Considerations in AI Deployment
- Fairness, transparency, and explainability in AI systems
- Balancing innovation with consumer protection
- Establishing ethical AI principles in organizations
Regulatory Landscape and Compliance
- Overview of global AI regulatory frameworks
- Financial regulators’ perspectives on AI usage
- Compliance strategies and audit readiness
Case Studies and Best Practices
- AI governance models from leading financial institutions
- Lessons from regulatory enforcement and ethical failures
- Developing a roadmap for sustainable AI adoption
Future of AI in Financial Services
- Emerging technologies and evolving regulations
- Responsible innovation and ecosystem collaboration
- Preparing for the next wave of AI-driven change
Summary and Next Steps
Requirements
- An understanding of financial industry operations
- Experience with business or technology strategy
- Familiarity with basic AI concepts
Audience
- Financial services professionals seeking to understand AI strategy
- Compliance officers and risk managers exploring AI governance
- Executives and policymakers involved in AI-driven transformation
Testimonials (3)
The background / theory of LLMs, the exercise
Joanne Wong - IPG HK Limited
Course - Applied AI for Financial Statement Analysis & Reporting
it has opened my mind to new tool that can help me in creating automation
Alessandra Parpajola - Advanced Bionics AG
Course - Machine Learning & AI for Finance Professionals
I very much appreciated the way the trainer presented everything. I understood everything even if Finance is not my area, he made sure that every participant was on the same page, while keeping up with the time left. The exercises were placed at good intervals. Communication with the participants was always there. The material was perfect, not too much, not too little. He elaborated very well on a bit more complicated subjects so that it can be understood by everyone.
