AI in FinTech & Open Banking Innovation Training Course

AI within the FinTech Ecosystem

• The evolution of FinTech: progressing from basic digitisation to intelligent systems
• Value creation via AI: enhancing personalisation, automation, and fraud detection capabilities
• Insights from case studies involving challenger banks and AI-native platforms

Open Banking and API Foundations

• Examining PSD2, Open Finance, and international Open Banking regulatory frameworks
• Leveraging APIs for account aggregation, payment processing, and data services
• Developing and validating API integrations using Postman

Machine Learning for FinTech Advancement

• Applying supervised and unsupervised ML techniques to credit assessment, KYC, and recommendation engines
• Analysing FinTech data sources: transaction streams and behavioural metrics
• Constructing low-latency ML pipelines for instantaneous decision-making

Conversational AI and Embedded Finance

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

RegTech, Ethics, and Compliance

• Utilising AI for identity verification and AML surveillance
• Addressing fairness, bias mitigation, and explainability in financial AI models
• Navigating ethical implications in data utilisation and automated processes

Prototyping AI-Augmented FinTech Solutions

• Employing rapid prototyping tools and FinTech sandbox environments
• Mapping user journeys and introducing value-added features through AI
• Applying design thinking for responsible and inclusive financial services

The Future of AI and Open Finance

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

Concluding Summary and Future Directions