AI in FinTech & Open Banking Innovation Training Course

AI in the FinTech Ecosystem

• The evolution of FinTech: transitioning from simple digitization to intelligent systems
• Areas where AI adds value: personalization, automation, and fraud detection
• Insights from case studies involving challenger banks and AI-first platforms

Open Banking and API Infrastructure

• Overview of PSD2, Open Finance, and global Open Banking frameworks
• Utilizing APIs for account aggregation, payments, and data services
• Constructing and testing API integrations using Postman

Machine Learning for FinTech Innovation

• Applying supervised and unsupervised ML for credit scoring, KYC, and recommendation engines
• Leveraging FinTech data sources: transaction streams and behavioral data
• Creating low-latency ML pipelines for real-time decision-making

Conversational AI and Embedded Finance

• Implementing LLMs and chatbots for digital advisory and customer support
• Developing voice assistants and natural language interfaces
• Integrating AI into embedded lending, insurance, and savings products

RegTech, Ethics, and Compliance

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

Prototyping AI-Enhanced FinTech Products

• Employing rapid prototyping tools and FinTech sandboxes
• Mapping user journeys and introducing value-added features using AI
• Applying design thinking for responsible and inclusive finance

The Future of AI and Open Finance

• Emerging trends in autonomous finance and predictive banking
• AI governance and shifting regulatory environments
• Strategic planning for AI-driven product roadmaps

Summary and Next Steps