Description: Regulatory change and increased focus on internal risk management are driving a renewed interest in model efficiency. In this session, we will review several new and existing tools, that show significant promise for advanced modeling of equity linked products. These include: • Clustering • Use of unique--and potentially a different number of--scenarios for each policy • Semi Monte Carlo (SMC) – this is a proprietary technique that is similar to a combination of Monte Carlo and numeric integration • Using a neural network approach to optimize some of the more complex and manual aspects of clustering and improve the fit of the clustered model • Combining SMC with the use of unique scenarios per policy

Description: Retirees will face the societal issue of inadequate savings with likely insufficient time to rectify the situation. They need immediate growth, but also the disciplines of risk management. They typically do not know how to engage with these two aspects in a harmonious manner on their own. Insurance companies are in the business of providing the solution but regulators have been clamping down in favor of simpler and more transparent products. In addition, the market reality over the last decade has been that insurers have stock betas at a multiple to the general markets with PE ratios well below. A panel of senior professionals from writers of retirement product business will present their vision of how the insurance industry can address the above dilemma, including the risks underlying the writing of the business, impact of financial markets, and regulations in the development of the business.

Description: Accounting Standards Update (ASU) 2018-12, commonly referred to as long duration targeted improvements (LDTI), is the most significant GAAP accounting change impacting the life insurance industry in the past 40 years. This article discusses the impact of LDTI on variable annuities (VA) and fixed indexed annuities (FIA) from a product development and in-force management angle. Detailed discussion topics include hedging and ALM, product strategy and development, and pricing. LDTI will cause many VA and FIA writers to re-evaluate their hedging and asset liability management (ALM) strategy following the move to fair value accounting under the new MRB requirement. Stakeholder appetite for accounting volatility and resulting changes to hedging and ALM may trigger changes in product mix and designs. In addition to updating pricing infrastructure to handle the new requirements, pricing actuaries will need to produce analyses to educate stakeholders on the risks and pricing implications of any changes to designs, hedging and ALM.

Description: The Society of Actuaries and LIMRA have sponsored a Variable Annuity Guaranteed Living Benefit Utilization Study.