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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 gaining customer insights.
  • Balancing the business value of AI adoption against its operational complexity.

Responsible AI: Ethics and Fairness in Financial Applications

  • Defining ethical AI: Core principles and industry standards.
  • Assessing bias and discrimination risks in algorithmic decision-making.
  • Strategies to ensure fairness, transparency, and accountability.

Regulatory Environment for AI in Financial Services

  • An overview of global AI regulations, including the EU AI Act and US guidance.
  • Regulatory expectations regarding explainability and model validation.
  • Preparing for compliance reporting and audits of 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 within financial institutions.
  • Insights from early adopters in global finance.

Case Studies in Responsible AI for Financial Institutions

  • How fintechs are using AI responsibly in lending and wealth tech.
  • Traditional banks modernizing risk management through AI.
  • The impact of ethical missteps on public trust.

Designing an AI Roadmap with Ethics and Regulation in Mind

  • Setting AI goals that align with strategic and compliance objectives.
  • Formulating a roadmap for the ethical deployment of AI within your institution.
  • Strategies for internal communication and engaging stakeholders.

Summary and Next Steps

Requirements

  • A foundational understanding of financial services operations
  • Basic familiarity with digital transformation concepts
  • An interest in the strategic and ethical implications of AI

Audience

  • Senior leaders in the banking and finance sectors
  • Fintech managers and digital transformation officers
  • Professionals in compliance and governance
 7 Hours

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