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Duration 7 hours
Course Outline
AI as a Strategic Asset in Financial Services
- The role of AI in contemporary financial ecosystems.
- AI capabilities for fraud detection, credit scoring, and customer insights.
- Balancing the business value of AI against operational complexity.
Responsible AI: Ethics and Fairness in Financial Applications
- Defining ethical AI: Core principles and industry standards.
- Risks of bias and discrimination in algorithmic decision-making.
- Strategies for ensuring fairness, transparency, and accountability.
Regulatory Environment for AI in Financial Services
- Overview of global AI regulations, including the EU AI Act and US guidance.
- Regulatory expectations regarding explainability and model validation.
- Compliance reporting and audit readiness for AI systems.
AI Governance and Risk Management
- Establishing internal governance frameworks for AI.
- Defining roles and responsibilities for data owners, model risk managers, and compliance leads.
- Managing third-party risks and ensuring vendor accountability.
AI Implementation Challenges and Success Factors
- Strategic planning and change management for AI adoption.
- Assessing skills, infrastructure, and cultural readiness in financial institutions.
- Insights gained from early adopters in global finance.
Case Studies in Responsible AI for Financial Institutions
- Fintechs utilizing AI responsibly in lending and wealth tech.
- Traditional banks leveraging AI to modernize risk management.
- Examining ethical missteps and their impact on public trust.
Designing an AI Roadmap with Ethics and Regulation in Mind
- Setting AI goals that align with strategic and compliance objectives.
- Creating a roadmap for ethical AI deployment within your institution.
- Strategies for internal communication and stakeholder engagement.
Summary and Next Steps
Requirements
- A solid understanding of financial services operations
- Familiarity with fundamental digital transformation concepts
- An interest in the strategic and ethical implications of AI
Target Audience
- Senior leaders in the banking and finance sectors
- Fintech managers and transformation officers
- Compliance and governance professionals
Testimonials (1)
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