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Course Outline
AI as a Strategic Asset in Financial Services
- The function of AI within contemporary financial ecosystems.
- Leveraging AI for fraud detection, credit assessment, and gaining customer insights.
- Balancing the business value of AI against the operational complexities of adoption.
Responsible AI: Ethics and Fairness in Financial Applications
- Defining ethical AI: Core principles and established industry benchmarks.
- Assessing risks related to bias and discrimination in algorithmic decisions.
- Implementing strategies to ensure fairness, transparency, and accountability.
The Regulatory Landscape for AI in Financial Services
- A review of global AI regulations, including the EU AI Act and US guidelines.
- Regulatory requirements concerning 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.
- Clarifying 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 Drivers
- Strategic planning and change management for successful AI adoption.
- Preparing skills, infrastructure, and organizational culture in financial institutions.
- Insights gained from early adopters in the global financial sector.
Case Studies in Responsible AI for Financial Institutions
- Fintech companies applying AI responsibly in lending and wealth technology.
- Traditional banks enhancing risk management through AI modernization.
- Examining ethical failures and their impact on public trust.
Crafting an AI Roadmap with Ethics and Regulation in Focus
- Aligning AI objectives with broader strategic and compliance goals.
- Formulating a roadmap for the ethical deployment of AI within your organization.
- Strategies for internal communication and engaging stakeholders.
Course Summary and Recommended Next Steps
Requirements
- Foundational knowledge of financial services operations
- Awareness of basic digital transformation principles
- A keen interest in the strategic and ethical consequences of AI
Target Audience
- Senior leadership in banking and finance
- Fintech managers and transformation specialists
- Compliance and governance experts
7 Hours
Testimonials (1)
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