Medical professional societies recommend personalized risk assessment tools to tailor prevention, diagnosis, and treatment of cardiovascular diseases. However, implementing these recommendations in clinical practice in Germany requires improvement. There is a lack of technical infrastructure to integrate relevant clinical information from various sources, insufficient standardization and structure in electronic health records for data capture, and challenges in data exchange, hindering automated individual risk calculations.