Description: LDTI’s introduction has forced many insurers to examine their existing operations and technologies. They must determine how to optimize compliance efforts while balancing data, analytics and system modernization considerations to achieve maximum value. This article will examine the four key facets—the data, technology, processes, and people—essential to any successful LDTI exercise. It will also touch on the various approaches for tackling LDTI and how a modernization mindset can help insurers realize much greater transformation for the business.

Description: This article provides a brief overview of the current state of machine learning (ML) and artificial intelligence (AI) as they apply to actuarial science, including discussion around the integration of actuarial judgment with ML and AI. It concludes with an example of explainable ML through a python tool known as SHAP (SHapley Additive exPlanations), which is able to explain the key drivers behind individual ML or AI predictions.

Description: The August/September 2014 edition of The Actuary magazine—the Society of Actuaries’ flagship publication.

Description: This article describes how to externalize code of Moody's Axis platform to Visual Studio, so that all the actuarial calculation code run through corporate DevOps pipeline. This article gives specific examples of the author has used in his job to accomplish automated model governance.

Description: The SOA's Competency Framework for Actuaries is a tool to help actuaries make decisions related to their individual professional development and career management plans. It applies systematic, sound approaches to selecting professional development opportunities, focusing on the skills needed to go beyond technical and specific actuarial analysis. This is an Excel file that facilitates that process by providing a personal planning workbook.

Description: This is the first of two articles discussing technologies used to control data. this article covers data management strategies.

Description: These assumption tables provide the range and cumulative values used in the Relative Risk Tool in the calculation of Relative Risk scores and Prevalence values.

Description: To help agents advise their clients on analyzing their LTCi rate increase options.

Description: As the topic of affordable long-term care (LTC) insurance comes into focus in political conversations, we often find ourselves thinking, “What is going to happen to the private LTC insurance industry going forward?” The need for LTC in the United States is not going away, especially as the population continues to age. With this in mind, this article explores three possible future paths for LTC insurance funding and the associated implications for the private LTC industry.

Description: Feature article discussing how the insurance industry can better serve the middle income sector. The author cites LIMRA's latest study on personal ownership of life insurance which reveals an under-served and poorly served market. Improvements in marketing, distribution, and the issue process are the keys, in the author's opinion to improvement.