Description: Open source programming languages have become a common part of the actuarial toolkit over the years. Using tools like R and Python, highly technical actuaries can automate onerous processes, easily work with massive amounts of data, create models and generate reports. Although these tools excel at turbo-charging analysts, it can be difficult for benefits to inure to the rest of the organization given the learning curve (“Can’t you just put this in Excel?”), control risks (“So your entire process could break overnight if some random person in Nebraska changes something?”), and internal IT environments. Listen in on a panel discussion where presenters share their personal stories of working with open source in a production setting. Hear about real world business problems, how open source tools were used, what risks were present, how they were overcome and the final business result.

Description: Given the rise in interest rates during 2022, join an insightful discussion on the implications of increasing rates on fixed annuity (FA) and fixed index annuity (FIA) business by looking at industry experience for FA and FIA products for 2022 compared to earlier years. Additionally, you will walk through partial withdrawals, guaranteed lifetime withdrawal benefit (GLWB) utilization, mortality and what to expect as interest rate volatility continues.