Research on InsurTech Topics
Access the collection of research papers, essays and survey findings from the SOA Research Institute. For more resources on technology topics visit the Actuarial Innovation and Technology Strategic Research Program page.
- A Primer on Generative AI for Actuaries
- Federated Learning for Insurance Companies
- Using Interpretable Machine Learning Methods
- Behavioral Economics and Individual Discounting Observed Behaviors in Deferred Retirement Option Plans
- Generative AI – A Roundtable Discussion – October 2023 Update
- Quantum Computing and its impact on Actuarial Modeling
- Primer on US Regulation of InsurTech Applications
- Zero Knowledge Proof
- Alternative Data
- Top Actuarial Technologies
- June 2023 - InsurTech Update
- Innovations in Underwriting: An Initial Review with a focus on Epigenetics, Medical Tests, and Wearables
- Cyber Risks in the Smart Home Ecosystem: Identification, Modeling, and Pricing
- Data Challenges in Building a Facial Recognition Model and How to Mitigate Them
- Fostering Innovation: A Guide for the Actuarial Profession*
- Actuarial Technology Issues - A Roundtable Discussion - August 2022 Update
- Accelerated Underwriting Regulator Survey
- Decentralized Finance
- InsurTech and Venture Capital
- A Primer on Insurance Policies and Genetics
- Technology in Microinsurance
- Peer-to-Peer Insurance: Blockchain Implications
- InsurTech: A Guide for the Actuarial Community*
- Emerging Technologies and their Impact on Actuarial Science*
- AI and its Use in Actuarial Work: Literature Review*
- Ethical Use of AI for Actuaries*
- Actuarial Technology, a Roundtable Discussion on Current Issues
- China: An Era of Insurance Innovation
- Actuarial Practice Innovation: Essays
- Avoiding Unfair Bias in Insurance Applications of AI Models
*Primers on Tech and Innovation for Actuaries