Description: Discusses mortality improvements over the last 20 years, the extent to which premiums on nonparticipating policies reflect the changes in mortality experience, the proposed new valuation table, should valuation tables be split by gender, and extra mortality on substandard lives at very long durations.

Description: This panel discussion is about claim reserves. It focused on: 1. Review of methods and statutory requirements in the establishment of claim reserves for property and casualty, life and health insurance. 2. Discussion of different approaches in casualty and life blanks e.g., incurred but not reported reserves.

Description: Claims are insurers deepest and richest transactional data – yet we rarely unleash the full potential of this data. In this session, we will discuss potential sources and attributes of claims data, traditional approaches alongside new analytic techniques and how to integrate models into existing claims management processes. During this session, the presenters will discuss different areas of how machine learning can drive significant value unleashing the potential in claims data, these include data capture, claims management and workflow design as well as behaviour prediction. In addition, the audiences will also have opportunity to learn different use cases of how claims models taking advantage of machine learning, such as foreign death fraud detection and critical illness triage.