Description: The article explores how integrating AI into insurer apps can address critical challenges in healthcare, such as patient no-shows, medication adherence, and cost management. These non-disruptive approaches aim to increase the effectiveness of patient interventions and improve medication adherence.

Description: The landscape of the reinsurance industry is evolving amid profound changes in the insurance sector. Innovation is vital for reinsurers as risks become more complex and insurers transition from a role of "protection" to "prevention." Successful reinsurers are responding to market dynamics, particularly through open innovation – collaboration with startups.

Description: Read this report to learn more about interpretable machine learning techniques for health insurance fraud detection.

Description: The old adage 'insurance is sold not bought' has been used to dismiss digital insurance and support the old agent model of distribution. However, modern distribution systems address this with personalization. This is not simply a customized application form based on age or gender. Personalization is much more dynamic and happens in real-time. It's about tailoring the end-to-end experience to meet the needs and expectations of the specific applicant. The core tools to achieve this are AI learning and nudges from behavioral science.

Description: As the insurance industry continues to evolve due to a pandemic and rapidly changing economic and regulatory conditions, the role of data scientists and actuaries has become increasingly important. In an interview with the Atidot data science and actuarial team, we discuss what it is like to work at an InsurTech, how data scientists and actuaries can collaborate, and look at some concrete technical examples of where the innovation is having an impact. This article explores what collaboration can look like and how the role of data science and actuary may evolve in the InsurTech industry in the future.

Description: The global doubling of information content has been estimated to occur at a rate of every 12 hours, and conceivably faster. This ‘infowhelm’ is a double-edged sword for insurers. While maximization of the global knowledge base can fuel innovation, it can occur only in the context of reasonable cost for a higher benefit. The insurance industry – underwriters and actuaries in particular – are challenged to constantly examine new innovations that promise to raise confidence and protective value for insurability, within legal limits. This report aims to be the first of several to alert the SOA of promising innovations for the profession.

Description: Discover the rapidly developing health and wellness industry during the Use of Health and Wellness Data in L&H Risk Assessment webcast. Our discussion includes the maximization of data usage through several different means, including current risk selection, creation of a dynamic ongoing assessment offering or substitution of traditional underwriting information to shorten the underwriting process. Come explore these different approaches as they affect the health and wellness industry. We will express the importance of a constantly changing data usage environment in order to better prepare insurers to maximize their data and drive health and wellness forward.

Description: Decentralized insurance alternatives is a rapidly expanding sector of Decentralized Finance (DeFi), an emerging and growing financial ecosystem powered by blockchain technologies. The purpose of this report is to review and discuss the business models and operating designs of decentralized insurance alternatives, which may have significant implications for traditional insurance businesses, as well as the actuarial profession.

Description: Decentralized insurance alternatives is a rapidly expanding sector of Decentralized Finance (DeFi), an emerging and growing financial ecosystem powered by blockchain technologies. The purpose of this report is to review and discuss the business models and operating designs of decentralized insurance alternatives, which may have significant implications for traditional insurance businesses, as well as the actuarial profession.

Description: View the Avoiding Unfair Bias in Insurance Applications of AI Models

Description: Actuarial Process Optimization is a framework for using technology to support the actuary of the future. In this article, we discuss the capabilities of new technologies and explore examples where they can be used to aid with providing strategic business direction, optimizing skillsets and use of technology, and maintaining governance, control, and risk frameworks.

Description: The Society of Actuaries Research Institute commissioned this study to highlight the leading emerging technologies that may significantly affect the actuarial profession over a three-year horizon. This study will act as a guide and a resource for actuaries or potential employers to identify the prospective tools to enhance or expand actuarial work, for people collaborating with actuaries who may be affected by these technologies, and for leaders looking to enable teams employing actuaries through the introduction of these tools. It’s noted that actuaries should embrace technologies that enhance the remote working experience within their internal teams and across departments by investigating functionalities beyond messaging and video calls. Actuarial organizations and employers should examine technologies where there is a wide range or gap in maturity and familiarity and evaluate whether a knowledge gap exists and whether any gap is due to lack of education and training.

Description: This article looks at how the underwriting process has transformed from a paper process to become fully online. Not only has the process been digitized, there has been various innovations incorporating technology thus enabling large volume process automation, better customer experience as well as higher closing ratio. Other than improvement on speed and efficiency, various smart solutions are being explored to refine risk management through data mining and analysis of underwriting data.

Description: Because of its complexity, ensuring the security of cyberspace is one of today’s most significant challenges. As the cyber environment becomes more integrated with the real world, the direct impact of cybersecurity incidents on business is also heightened. This study aims to develop a generic model that can be applied by any organization. For the validation of the developed cyber risk analysis method, simulations and sensitivity analysis will be performed.

Description: Winning essays form the Actuarial Practice Innovation Call for Essays.

Description: Winning essays form the Actuarial Practice Innovation Call for Essays.

Description: This paper introduces actuaries and others to dynamic stochastic general equilibrium (DSGE) models, a type of macroeconomic model. Authored by Kailan Shang, the paper illustrates how DSGE models can be used in economic scenario generation to reflect the cause and effect relationships that occur in the economic system.

Description: The session will feature case study discussion of how insurers can improve their model architecture and data visualization to prepare for the increasing demands of the future. Actuarial data and analysis has long been limited by the complexity and diversity of historical systems. External pressure on insurers is higher than ever before, as new requirements take effect under PBR, GAAP Targeted Improvements, and IFRS17.

Description: Technology is transforming the retirement space and more changes are expected in the future. Join a panel of experts to discuss what are the opportunities, trends and challenges associated with new technologies in the retirement landscape and how it is expected to impact consumers, if we can enable their successful integration.

Description: Digital is the main reason over half of the companies on the Fortune 500 have disappeared since 2000." (CEO Accenture). We cannot be sure how global technology megatrends will disrupt the life insurance industry, but we can be certain that the future will not look like today. As large quantities of available data are no longer owned by insurance companies and statistical techniques become more accessible to non-statisticians, the pressure to keep up with technological advancement increases. Life actuaries must think critically about and be prepared for the coming changes and position themselves as leaders in an industry lagging behind in new technology adoption.

Description: Electronic Health Records, or EHRs, are a major worldwide initiative to eliminate paper recordings – including Attending Physician Statements (APSs) – of an individual’s medical history and current treatment.

Description: The actuarial profession is at a tipping point and a combination of disruptive technologies and external pressures are creating a unique opportunity to move from results producer to insightful adviser. For a prudent but forward-looking professional, this is exciting and scary in equal measure. The ability to process large masses of business data to make more accurate calculations has become one of the most sought-after skills for leaders across all industries, including insurance.<br><br>The presenters will introduce current data technologies used to manage, process and visualize data. They will cover solutions like Microsoft BI, Tableau, Amazon Redshift, Hadoop, Alteryx, Python, etc. and their applications in data, process improvement, automation, reporting and predictive analytics. In particular, they will explore management reporting and how it leverages data analytics to help business leaders with strategic decisions making, how to evaluate the effectiveness of management reporting structures, drivers of change and ways to improve them, and proposed steps toward entrenching this dynamic and insightful approach to management reporting in which insurance leaders can have confidence.

Description: Predictive modeling continues to gain traction in the life insurance industry with the rapid growth of available data and maturity of open source tools. New methods and technology in predictive analytics have enabled the evaluation of extremely large data more quickly and allow us to incorporate features previously not considered. The presenters will provide background on predictive modeling tools and algorithms utilized by actuaries and data scientists for life insurance, highlighting applications from marketing to underwriting.

Description: Implementation of GAAP Targeted Improvements will impact data, reporting, resourcing and governance. This provides an ideal opportunity to rethink some of the data and reporting processes currently in place and how they can be improved to create effective and scalable solutions for the future. With the transition date already behind us for public companies and preparation in motion, we will share insights into how organizations have started to tackle implementing the GAAP Targeted Improvements. The presenters will share insights on data and process challenges and possible solutions, as well as a 'smart compliance' approach to comply with the most valuable aspects of compliance. Resourcing strategies for successful implementation will also be discussed.

Description: This third session in the Munich Re series continues with an exploration of responses to the changing workplace landscape from those inside the industry. The presenters will focus on practical approaches to identifying new opportunities, and on ways in which traditional products and sales channels are changing to meet emerging needs. Are voluntary benefits still relevant? Yes, but they are changing. While the first session provided an overview of the future workplace, this session will provide an overview of the current and evolving voluntary benefits market. Sales processes and products will be challenged to change to keep up with the new workplace dynamic. The presenters share strategies for developing products and sales channels that are robust and flexible enough to address evolving customer needs.

Description: A literature review report that looks at research on how artificial intelligence is used in actuarial work.

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: In this report, we will try to provide an in-depth review of current Machine Learning and Deep Learning models and will explain how those models works and their possible applications in the actuarial field. The recent studies and successes from the industry will also be discussed. We intend to bring more actuaries onboard about those technologies and start to think about how to bring them into our daily work.

Description: The key tasks of credit risk capital project under CROSS II mainly focus onL(1 )Adjustment of measurement framework; (2) Calibration of risk factors, including both credit spread risk and credit default risk;3)Introduction of concentration risk measurement; (4) Higher requirement on look-through rule.

Description: Actuarial modeling has gone through several distinct phases largely defined by the underlying technology platform. Today, cloud computing is again redefining the technology foundations of actuarial modeling and related processes.

Description: This literature review provides insights on emerging technologies that interact with the actuarial profession within the space of microinsurance for the purpose of establishing a frame of reference for actuaries to use in their work. Furthermore, it intends to spark readers’ interest in, and create a vision for, how microinsurance and its associated technologies may impact the actuarial industry in the future.

Description: Read the April 2019 issue of CompAct, published by the Technology Section of the Society of Actuaries.

Description: Global megatrends in technology are disrupting the life insurance industry.

Description: To expand our understanding of the theory of behavioral economics and its application to life and health insurance policyholder and annuitant behavior, the Society of Actuaries&#39; Committee on Knowledge Extension Research, Committee on Life Insurance Research and the Financial Reporting Section issued a call for papers, inviting actuaries, academics, economists, psychologists, sociologists, researchers and other professionals to explore this topic from a variety of perspectives.

Description: An overview of how the actuary&#39;s role will evolve as technology improves.

Description: Members of the American Academy of Actuaries’ Solvency Committee have put together an acronym reference chart. This handy guide can be folded up to fit in your wallet and quickly reviewed so you can fearlessly enter an elevator.

Description: Discusses useful resources for actuaries available on the Web.

Description: Describes Web 2.0 and discusses its benefits.

Description: Article that discusses Web 2.0 and associated strategies for productively using today&#39;s social media.

Description: As the insurance industry struggles along with the rest of its financial services brethren to operate in the current global recession, it must consider the true value of innovation. Insurers should reduce the focus on improving what they know how to do and look to what they could be doing in light of the change that swirls around them.

Description: This article discusses the procedures, advantages and vendors of web conferencing services.

Description: This panel discussion was session number 3 at the 2004 Society of Actuaries Spring Meeting, held in San Antonio, TX June 14-15. The panelists explored the problems between actuaries and IT people, how neither either understands the other&#39;s perspective, with frustrating results for both sides. But the speakers feel that, “with some tolerance and understanding, both can profit from the other&#39;s approach.” A theme in the discussion was that better communication will improve understanding. From the Record of the Society of Actuaries, Volume 30, No. 2.

Description: This session from the 2003 SOA Spring Meeting is intended to improve your understanding of the history, current status and future of Internet security and increase your awareness of encryption, viruses and solutions and countermeasures for internet security. Session 37OF

Description: Panelists discuss using computer technology in the following ways: [1] computer programs [software] as communication tools, [2] using the Microsoft.NET product, and [3] ways to detect false claims. From the 2002 Record of Society of Actuaries, Volume 28, No. 2. Session 71PD of the San Francisco Spring Meeting.

Description: Using the Internet as a Pricing Tool clinical background information, defining the change in coverage, collecting data, data quality and data limitations. Issue No. 39.

Description: This presentation is a panel discussion, session 90PD, from the 2000 Annual Meeting of the Society of Actuaries, held October 15-18 in Chicago. The panelists, including a chief technology officer and a Microsoft employee, introduce actuaries to XML, discussing the origins of XML and its relation to HTML. They discuss how to model with XML to achieve independence between platforms and systems. The speakers present XML applications, including online insurance, employee benefits and mathematics. Discussion from participants is included. From the Record of Society of Actuaries, Volume 26, No. 3.

Description: In session 3PD of the New York Annual Meeting the panel discusses solutions such as data software and interface standards as possible solutions to the problem of having many different data storage and analysis systems that don&#39;t speak to each other. From the Record of the Society of Actuaries, Vol. 24, No. 3.

Description: Panelelists at this session at the SOA 1998 Maui I Spring Meeting present their thoughts on how life and disability risk assessment and underwriting might be performed in the 21st century. Focus is on how technology can change and speed up the process.

Description: Panelists at this session of the SOA 1997 Palm Desert Spring Meeting discuss Internet resources that may be useful to health actuaries and hints on how to best access data.

Description: Presented at May 1996 Spring Meeting. Presents case studies on the use of technology to solve some of the problems commonly encountered by actuaries in smaller companies.

Description: This paper reviews the applications of operations research methods in the insurance industry. From Transactions of Society of Actuaries 1995, Vol. 47.

Description: Discusses the evolving role of technology within the actuarial profession and the current use of electronic bulletin boards on the internet.

Description: This is a panel discussion from the 1995 SOA Spring Meeting discusses new technologies that have been implemented by actuaries and how technology could be implemented in actuarial operations. Topics include large data sets, PC&#39;s and networks. From Record of Society of Actuaries Vol. 21, No. 1.

Description: 1994 SOA Spring Meeting, Orlando. This session is about experiences, benefits, problems, and pitfalls associated with advances in technology.

Description: 1993 SOA Annual Meeting, New York. This session is about Local Area Networks. Topics addressed: 1. Why are LANs growing in acceptance by organizations today? 2. What do they allow you to do, and how is the business case built to justify them? 3. Why are the human resources required to support LAN users always underestimated? 4. There are many successes in migrating from the mainframe to a personal computer PC/LAN what are the pitfalls to avoid?

Description: 1993 SOA Spring Meeting, Boston. This session presented ways of using technology of 1993 in order to further actuarial applications and actuarial projects. The speakers related recent personal experiences in which emerging trends in hardware, software, and methodologies have been utilized.

Description: 1993 SOA Spring Meeting, San Diego. In this session three panelists related recent personal experiences with respect to emerging trends in hardware, software, and methodologies.

Description: This paper shows at a relatively low cost, computer assisted instructional techniques can materially improve both classroom instruction and independent study. This discussion is limited to the material used in a Penn State mathematics of finance course. From Actuarial Research Clearing House 1993, VOL. 1.

Description: This session discussion is about medical technology: trends and proliferation of medical technology, its impact, future, employer strategies to limit exposure, considerations of containing utilization of various procedures and technology. From Record of Society of Actuaries Vol. 18, No. 1A.

Description: This session from the 1983 SOA Vancouver Meeting addresses the impact of computers of all sizes and types on the environment in which actuaries conduct business from the internal to the external environments. From Record Of The Society Actuaries Volume 9, Number 3

Description: Record of the Society of Actuaries: 1981 Vol.7 No. 1 This is a panel discussion session examining life insurance company organization and the emerging managerial environment, strategies and organization.

Description: This is a discussion about computer models and simulation tools for life insurance companies. From Transactions of Society of Actuaries 1969, Vol. 21, No. 59AB

Description: This discussion is about how are computers being used for Underwriting of individual policies mortality and morbidity studies, including the derivation of exposures, analysis of claims, etc. From Transactions of Society of Actuaries 1964, Vol. 16 Pt. 2