Description: The session will highlight trends in recent industry mortality and lapse studies that have been conducted, including areas where individual companies typically have limited data. The sources of data feature SOA studies as well as other industry studies conducted by consultants and/or reinsurers. Gain an understanding of current drivers of mortality and lapse experience for life insurance evidenced in industry studies, and an understanding of available data to supplement experience in areas where you may have limited internal experience.

Description: Come prepared for an engaging workshop where you will have the opportunity to share thoughts on and work through a variety of questions concerning how actuaries must adapt to account for newer underwriting and distribution practices. Seating will be limited for this workshop focused on life actuaries who price and set assumptions for products impacted by new underwriting tools and processes such as accelerated underwriting (AU) or direct-to-consumer (DTC) distribution.

Description: Dive into the approach and adverse effects of the regulation of 3rd parties and advance consent by the proposed NAIC Consumer Privacy Protection Model Law #674. The regulation of 3rd parties through their contracts with insurers will be explained. Specifics will be provided on the negative effect on companies contracting with 3rd parties. The requirement for advance consent for use of personal data for actuarial and marketing studies will be explained, and two potential solutions will be presented.

Description: Discuss how to treat experience that is impacted by COVID-19 (e.g., 2020+) as well as expected experience moving forward in terms of excess deaths related to COVID and non-COVID topics. The session will also cover how the COVID period has impacted lapse/surrender behavior and the trends that we can expect going forward. Learn about various techniques of adjusting experience for the impact of COVID and the considerations in using such experience and setting a best-estimate assumption going forward. For mortality, the discussion will include both base mortality as well as future mortality improvement and the intersection of both of these.

Description: Stay current with the latest mortality trends and practices in this wide-ranging session, covering research performed by the SOA and their collaborators, including recent research from the SOA's Individual Life Experience Committee. Topics will include mortality improvement, mortality by socioeconomic category, cause of death analysis, and insurance company life experience quintile analysis.

Description: Walk through real-life examples of how artificial intelligence (AI) can be used to drive insights and aide actuaries in improving the management of their company's inforce book of business. Hear a panel of experts go step-by-step through case studies, showing how practitioners leveraged predictive analytics for solutions to tap further into their data and draw improved insights.Leave the session with knowledge of how to partner advanced machine learning techniques with the actuarial skills and insights to better understand policyholders' behavior to more efficiently enable accelerating revenue and further profit realization.

Description: Amid macroeconomic uncertainty, proactive lapse management is becoming a growing strategic focus for Life and Annuity carriers. Interest rates have been increasing rapidly during the last eighteen months and insurers, especially annuity writers, have started to see higher lapses and withdrawals. After a prolonged low interest period, many insurers will have to (re)build capabilities to enable proactive lapse management.

Description: Become informed about the approach and adverse effects of the regulation of third parties and advance consent by the proposed NAIC Consumer Privacy Protection Model Law #674. You will hear an explanation of the regulation of third parties through their contracts with insurers. Learn specifics on the negative effect on companies contracting with third parties. Find out more about the requirement for advance consent for use of personal data for actuarial and marketing studies, and hear two potential solutions .At the conclusion of this session, you should be able to explain concerns about contracting with third parties for external data under the Model Law and learn potential solutions to using personal data for actuarial and marketing studies.

Description: Volatile interest rates, repositioned investment portfolios, and stress in the banking sector are driving insurers to manage market risk and counterparty credit risk. Our experts in investments, derivatives, and hedge accounting will discuss this new market environment and its impact on hedging. The conversation will include practical case studies, including hedging future bond purchases, hedging floating-rate CLOs, and counterparty credit risk management.

Description: Come discuss how to treat experience that is impacted by COVID (e.g., 2020+), as well as expected experience moving forward in terms of excess deaths related to COVID and non-COVID topics. Expect to also cover how the COVID period has impacted lapse/surrender behavior and trends in recent industry mortality and lapse studies that have been conducted including areas where individual companies typically have limited data. You will learn about various techniques of adjusting experience for the impact of COVID and the considerations in using such experience and setting a best-estimate assumption going forward. For mortality, the discussion will include both base mortality as well as future mortality improvement and the intersection of both of these.Explore an understanding of available data to supplement their experience in areas where they may have limited internal experience