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Course Outline
AI Foundations for WealthTech
- An overview of the WealthTech innovation landscape.
- Core AI technologies: supervised learning, NLP and recommender systems.
- A comparison between robo-advisors and hybrid advisory models.
Personalized Financial Recommendations
- Understanding user segmentation and profile creation.
- Behavioural finance: analysing data sources and modelling user intent.
- Developing recommendation engines for financial goals and portfolios.
Natural Language and Conversational AI
- Utilising NLP for investor sentiment analysis and client interactions.
- Prompt engineering for financial advisory assistants.
- Implementing chatbots, voice assistants and hybrid support platforms.
AI-Enhanced Portfolio Design
- Conducting risk profiling using machine learning techniques.
- Dynamic portfolio rebalancing driven by AI.
- Integrating ESG criteria and custom constraints into AI models.
User Experience and Engagement
- Interface design strategies for transparency and trust.
- Applying Explainable AI in client-facing tools.
- Personal finance dashboards and gamification elements.
Compliance, Ethics, and Regulation
- Regulatory frameworks for digital advisory services (e.g. MiFID II, SEC).
- Ethics in algorithmic advice: addressing bias, suitability and fairness.
- Ensuring auditability and robust model documentation in WealthTech.
Building the Intelligent Advisory Stack
- Technology architecture for AI-based wealth platforms.
- Weighing internal development against integration with fintech providers.
- Future trends: hyper-personalisation, generative interfaces and LLM integration.
Summary and Next Steps
Requirements
- A solid grasp of financial advisory principles and wealth management concepts.
- Practical experience with digital financial products or data analytics.
- Foundational knowledge of Python or comparable data processing tools.
Target Audience
- Wealth management specialists.
- Financial advisors.
- Product designers.
14 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 2600 € + VAT*
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Testimonials (1)
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