Description: This session will provide an update on international implications of current tax developments affecting the life insurance industry, including: International add-on taxes from the Tax Cuts and Jobs Act (TCJA) Base Erosion Anti-Abuse Tax (BEAT) and impacts on offshore reinsurance An overview of the Global Intangible Low-Taxed Income (GILTI) tax Legislative activities impacting company taxation

Description: The discount rate is one of the most critical topics in IFRS 17, which may have important repercussion on product profitability. Having a low discount rate may indicate a low profitability of a group of contracts, while a realistic expectation may differ. A similar issue was prevalent especially for U.S. companies when discount rates were set using a market consistent framework. The session is intended to help develop a discount rate framework that aligns with the business practices and address the concerns around the market consistent framework. This session will cover practical implementation considerations to set and apply IFRS 17 discount rates. The panelists will discuss alternative approaches to allow for a level of illiquidity premium for business supported by fixed assets with credit risks. Discussions will also cover other implementation considerations including granularity of setting the discount rate, application to new business, implications on asset and liability modeling, and a planning aspect for a successful implementation of the discount rate setting process. The panelists will share case studies to illustrate different approaches of setting the discount rate and their potential financial impacts. At the conclusion of the session, attendees will be able to: understand key requirements of setting discount rates under IFRS 17; understand how to align the discount rate to the actual business practices; understand implications of the discount rate in actuarial modeling; understand potential impacts on financial results; and develop a realistic plan to set discount rates appropriate to the business practices.

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: Andy Rallis delivers his speech at the presidential luncheon of the SOA 2019 SOA Annual Meeting & Exhibit in Toronto.

Description: Results of a company practice survey is presented. Among the areas to be addressed include the structure of accelerated underwriting programs, how programs are monitored, how accelerated underwritten business is performing relative to expectations, and how companies are considering accelerated underwriting cohorts in the context of VM-20 assumption setting.

Description: In this session, senior pension and insurance investment professionals will share their thoughts on current investment topics. Attendees will hear about leading edge investment ideas and practices from industry leaders.

Description: Business success in the future depends on assumptions we make today. However, we operate in a dynamic environment and cannot know with certainty what lies ahead. Addressing the challenge requires a synergy between data science, expert judgement, and decision making to spot changing drivers of key risks and respond with appropriate business action. We will be presenting development of such an "ecosystem" technically enabled by Natural Language Processing to monitor and detect signals from news streams. NLP is of increasing importance for insurance companies. Additional application examples are available in session 23.

Description: Investment risk management has become a core competency of insurance companies, and much has been discussed on this topic. This session examines the current investment risk management practices such as product line specific hedging and macro hedging, with a focus on what still remains to be addressed—whether the tradeoff of addition risk management is worthwhile.

Description: The Shiny web application framework by RStudio has become a popular way for data scientists working in R to create interactive data analytics. When the developer is ready to share their application with others, internally or externally, there are a number alternatives and factors to consider. This talk presents the main Shiny application hosting alternatives and considers their advantages and disadvantages. In addition, the steps necessary to deploy an application on Shiny Server, both on-prem and in the cloud using Microsoft Azure as an example, are described.

Description: Recent Population Cause of Death Trends and Implications for Life Insurance