Description: Critical Illness Insurance is one of the fastest growing insurance products available today. Carriers continue to introduce innovative approaches in second, third, and fourth generation products while refining their pricing, underwriting, and claims adjudication processes. This session will look back at historical trends using Gen Re's longstanding, comprehensive Critical Illness Market Survey, and look forward to potential market changes to occur in the next 18 months.

Description: Discussion of machine learning applications currently being used to augment traditional actuarial modeling in the life insurance industry. This includes data science techniques for: Quantifying and explaining differences between model versions or reporting periods Building proxy models for actuarial model output using machine learning One-class classification for data integrity checks Applications of unsupervised learning (e.g., clustering and principal components analysis) to reduce model run time

Description: The NAIC has adopted revised VM-21 and AG43 for variable annuities, effective Jan. 1, 2020. The panel of presenters will provide background and an overview of the revisions, discuss detailed aspects of the new CTE Amount Standard Projection and prescribed assumptions, as well as discuss implementation considerations and the implications to hedging. In addition, the panelists will share progress on VM-23, principle-based reserves for non-variable annuities.

Description: As of 2019, most companies have defined a model steward role. However, this role is defined differently across the industry and the people in this role face a variety of challenges. The expert panel will share background, war stories and best practices from their years of experience in the role.

Description: Interest rates steadily declining ever since the Volcker Fed tackled inflation in the early eighties. Ten years of stimulating monetary policy brought new lows. We should have braced ourselves for a return to neutrality, but that concept remains elusive. We will explore structural issues that have brought rates to these low levels and the potential impacts on the insurance business.

Description: Principle-based reserving requires modeling assets and liabilities across a range of scenarios to assess the sufficiency of assets when determining reserves, a major shift from the current formulaic framework. These changes will require valuation actuaries to evolve their skill set by heightening their focus on creative analysis, gaining deeper understanding of complex projections and clearly communicating drivers of reserve movements to stakeholders in order to influence strategic decision-making. The panelists will discuss the way that they see the role of the valuation actuary changing in response to the change in focus in reserving requirements. They will also discuss successful characteristics along with best practices for understanding and explaining results in the new paradigm. The audience will be given the opportunity to interact through polling and facilitated discussion of their stories, experiences and observations.

Description: The presenters explain the current state of model risk management in the insurance industry and shares insight on some of the best practices and common themed challenges. They also explore where model risk management is headed going forward and what a more optimal framework would look like.

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: This session will demonstrate how sufficiency in the R programming language also allows the R programmer to build a web application using R shiny. This session will focus how to present the results of predictive analytics (PA) in an easy-to-use and interactive way.

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