AI in FinTech & Open Banking Innovation Training Course

AI in the FinTech Ecosystem

• The evolution of FinTech: transitioning from simple digitization to intelligent systems.
• Value creation through AI: focusing on personalization, process automation, and fraud detection.
• Insights from case studies involving challenger banks and AI-centric platforms.

Open Banking and API Infrastructure

• Overview of PSD2, Open Finance, and global Open Banking frameworks.
• APIs facilitating account aggregation, payment processing, and data services.
• Practical sessions on building and testing API integrations using Postman.

Machine Learning for FinTech Innovation

• Applying supervised and unsupervised ML for credit assessment, KYC, and recommendation systems.
• Key data sources in FinTech: analyzing transaction streams and behavioral data.
• Designing low-latency ML pipelines to support real-time decision-making.

Conversational AI and Embedded Finance

• Leveraging LLMs and chatbots to enhance digital advisory and customer support.
• Integrating voice assistants and natural language interfaces.
• The role of AI in embedded lending, insurance, and savings solutions.

RegTech, Ethics, and Compliance

• Utilizing AI for identity verification and AML monitoring.
• Addressing fairness, bias, and explainability in financial AI systems.
• Navigating ethical considerations regarding data usage and automation.

Prototyping AI-Enhanced FinTech Products

• Employing rapid prototyping tools and FinTech sandboxes.
• Mapping user journeys and identifying value-added features enabled by AI.
• Applying design thinking principles for responsible and inclusive finance.

The Future of AI and Open Finance

• Emerging trends in autonomous finance and predictive banking.
• AI governance and adapting to evolving regulatory environments.
• Strategic planning for AI-first product roadmaps.

Summary and Next Steps