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Course Outline
AI as a Strategic Asset in Financial Services
- The role of AI in modern financial ecosystems.
- AI capabilities for fraud detection, credit scoring, and customer insight.
- Balancing business value against the operational complexity of AI adoption.
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: data owners, model risk managers, and compliance leads.
- Managing third-party risks and 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 and lessons learned from early adopters in global finance.
Case Studies in Responsible AI for Financial Institutions
- How fintechs utilize AI responsibly in lending and wealth management.
- Traditional banks modernizing risk management through AI.
- Ethical missteps and their impact on public trust.
Designing an AI Roadmap with Ethics and Regulation in Mind
- Aligning AI goals 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 foundational understanding of financial services operations.
- Familiarity with core concepts of digital transformation.
- An interest in the strategic and ethical implications of AI.
Audience
- Executive-level leaders in banking and finance.
- Fintech managers and transformation officers.
- Professionals specializing in compliance and governance.
7 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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Testimonials (1)
Trainer was very knowledgeable and easy to speak to
