Description: The management of the investments of an insurance enterprise has undergone a considerable evolution since the pioneering work of Redington in the mid 20th century. Best practices have evolved to incorporate ever more complex insurance liabilities, expanding investment asset classes and global market opportunities. Strategic asset allocation (SAA), liability driven investing, and other robust optimization approaches form the core of the professional management of insurance company investments.

Description: With many complex regulatory changes on the horizon as well as pressures to ensure model accuracy from auditors, regulatory requirements and new actuarial standards of practice, the importance of robust model validation is coming to the forefront of actuaries’ minds. What was previously a day-two task for many companies is becoming just as important as model development! In this session, you will hear from those that have been deeply involved in building model validation frameworks and tools in responses to regulatory changes GAAP Long Duration Targeted Improvements (“LDTI”) and Principles Based Reserves (“PBR”).

Description: 2021 Generally Recognized Expense Table (GRET) recommendations.

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.

Description: In this article, we explore key insights from Oliver Wyman's 2020 Life PBR Emerging Practices Survey, which provides a broad industry perspective with more than 50 companies participating representing 95 percent of the individual life market (by written premium). Insights include the impact of PBR on reserves and profitability in addition to emerging practices related to product design, assumption development, and methodology decisions.

Description: The article discusses recently-issued regulations under section 807 of the Internal Revenue Code, concerning the computation and reporting of reserves. The provisions addressed generally relate to the Tax Cuts and Jobs Act of 2017.

Description: The presenters will share information about: -Insights into causes of death through the use of predictive models, based on a reinsured U.S. life portfolio, using logistic regression models to understand three main causes of death: cancer, heart and external causes; -Opioid abuse is a widespread phenomenon with drug-related mortality rates rising steeply in the U.S. over the past two decades. But what does the most recent data tell U.S. about the outlook for Opioid-related mortality?; -'Deaths of despair' have been publicized as a cause for the poor performance of U.S. mortality in recent years. The presenters will be looking at the different causes under this label, their evolution and explore the drivers behind them.

Description: in the insurance industry, machine learning models are increasingly used to make decisions that affect people's lives. In order to ensure that models are fair, they should be audited for bias. There are no hard and fast rules for bias audit; metrics that can be used to evaluate fairness vary depending on the context in which the model is deployed. The presenters in this session present a flexible framework that highlights key considerations in bias evaluation that can be adjusted to suit your process.

Description: The valuation manual is a living document that continues to evolve. As more companies adopt Principle-Based Reserving (PBR) and file PBR Actuarial Reports, regulators have observed gaps and inconsistencies across the industry. As a result, PBR reporting requirements (VM-31) have expanded significantly in 2020 and still continue to evolve. This session will provide attendees with everything they need to fill out their PBR reports for both Life business and Variable Annuity business. We will dig into the new changes effective for 2020 reporting and approved changes for 2021, and compare and contrast the Life and VA requirements to help companies identify areas that can be leveraged between the two. In addition, we will share insights from regulators, consultants, and company actuaries on what to include or exclude in your report.

Description: This article summarizes the key changes to VM-31 requirements in the 2020 version of the Valuation Manual for both life and variable annuities, and compares and contrasts the requirements for each. In addition, the article offers insights into common issues and recommendations for VM-31 reports from the viewpoints of a regulator, consultant, and company actuary.