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: There is no “industry standard” approach to managing the vega (volatility) risk inherent in Variable Annuity Guarantees, Fixed Indexed Annuities and other equity-linked obligations. In this session, we will introduce and analyze a range of reinsurance solutions, including full vega risk retention, full vega risk transfer and more sophisticated or custom structures that split the vega risk between the insurer and the reinsurer in various ways. We will also explore other approaches in bespoke risk coverage and show the impact of different assumptions on a generic “VA Guarantee Cost Estimate” that has been developed by Munich Re.

Description: In this session, a company will share its experience on managing risks underlying the equity-linked insurance guarantees and what lessons were learned over these years as it adapted its strategies to suit the current market environment.

Description: 1992 SOA Regional Meeting, Anaheim. This session addressed the product management actuary and the product management process. Topics discussed : 1. The monitoring of the environment and how that monitoring leads to the generation of ideas. 2. Consideration of how those ideas are affected by distribution, marketing, and organizational issues. 3. The setting of assumptions. 4. How to get different areas of your company to work together, and ways to bring the product to market as quickly as possible. 5. How to manage business once your company places it on the books.

Description: There has been significant discussion of PBR for Life Insurance, but there have also been significant changes in PBR for annuities recently; including VM-21, VM-22, and future VM-23. This session will discuss recent changes in PBR for annuities as well as what the future may hold.

Description: The speakers will discuss the replication of long-term options, including a discussion of issues such as liquidity, transaction costs, slippage, impact of policyholder behavior, and machine learning algorithms to improve hedge effectiveness.

Description: The SOA recently launched the Mortality and Longevity Strategic Research Program with the release of a new study on the economic impact of opioid abuse. In this session, results of this study will be presented along with insights and plans for the future of the Program.

Description: An exploration of drivers, cohorts and dynamics for policyholder behavior for VA and FIA based on industry experience data, including changes in recent years and the emergence of long-term data in key areas. We will also discuss critical elements to developing a sustainable and coherent framework to translate this complex experience data into assumption models.

Description: The speaker will share his insights into the hedging challenges faced by FIA and VA business in the current market environment.

Description: The author proposes an annuity clearinghouse to encourage employers to offer annuity accumulation products in their defined contribution plans. This addresses the lack of portability that is associated with, and discourages the use of, defined contribution plans.