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Course Outline
AI as a Strategic Asset in Financial Services
- The pivotal role of AI within contemporary financial ecosystems.
- Leveraging AI capabilities for fraud detection, credit scoring, and gaining customer insights.
- Balancing the business value of AI adoption against its operational complexities.
Responsible AI: Ethics and Fairness in Financial Applications
- Defining ethical AI: core principles and prevailing industry standards.
- Addressing risks of bias and discrimination in algorithmic decision-making.
- Implementing strategies to ensure fairness, transparency, and accountability.
Regulatory Environment for AI in Financial Services
- An overview of global AI regulatory frameworks, including the EU AI Act and US guidance.
- Understanding regulatory expectations regarding model explainability and validation.
- Preparing for compliance reporting and audits of AI systems.
AI Governance and Risk Management
- Establishing internal governance structures for AI initiatives.
- 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 essential for successful AI adoption.
- Assessing the readiness of skills, infrastructure, and organizational culture in financial institutions.
- Insights derived from early adopters of AI in global finance.
Case Studies in Responsible AI for Financial Institutions
- Examples of fintechs leveraging AI responsibly in lending and wealth technology.
- Traditional banks modernizing their risk management processes through AI.
- Analyzing ethical missteps and their impact on public trust.
Designing an AI Roadmap with Ethics and Regulation in Mind
- Aligning AI goals with broader strategic and compliance objectives.
- Formulating a roadmap for the ethical deployment of AI within your institution.
- Strategies for internal communication and effective stakeholder engagement.
Summary and Next Steps
Requirements
- A solid grasp of financial services operations.
- Basic familiarity with digital transformation principles.
- A strong interest in the strategic and ethical dimensions of AI.
Target Audience
- Senior leadership within banking and financial institutions.
- Fintech managers and officers leading digital transformation.
- Professionals specializing in compliance and governance.
7 Hours
Testimonials (1)
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