AI in FinTech & Open Banking Innovation Training Course

AI in the FinTech Landscape

• The evolution of FinTech: shifting from simple digitization to intelligent systems.
• Identifying where AI creates value: personalization, process automation, and fraud detection.
• Examining case studies from challenger banks and AI-first platforms.

Open Banking and API Infrastructure

• Overview of PSD2, Open Finance, and global Open Banking frameworks.
• APIs designed for account aggregation, payment processing, and data services.
• Building and testing API integrations using Postman.

Machine Learning for FinTech Innovation

• Applying supervised and unsupervised ML models to credit assessment, KYC, and recommendation engines.
• Analyzing FinTech data sources, including 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 for digital advisory and customer support.
• Integrating voice assistants and natural language interfaces.
• Implementing AI in embedded lending, insurance, and savings products.

RegTech, Ethics, and Compliance

• Utilizing AI for identity verification and AML monitoring.
• Addressing fairness, bias, and explainability within financial AI systems.
• Considering ethical implications in data usage and automation processes.

Prototyping AI-Enhanced FinTech Products

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

Future of AI and Open Finance

• Emerging trends in autonomous finance and predictive banking.
• Navigating AI governance and evolving regulatory landscapes.
• Formulating strategic plans for AI-first product roadmaps.

Summary and Next Steps