Survey

Market progress on the use of machine learning in reserving
Published

December 22, 2020

The purpose of the Survey Workstream is to find out where the market is on progressing the use of machine learning in reserving.

We have spoken to companies in the UK and Canada to find out whether our presumption was correct that machine learning is not being used ‘on the ground’ in reserving. We found that there is a great deal of interest in the subject and that a number of companies are investing in the research.

Posts

Date Title Author
Dec 22, 2020 Survey of Canadian Actuaries on ML in Reserving Jacqueline Friedland
Nov 10, 2020 Gap opening up in motor insurance market; why are some companies investing in machine learning for reserving and others not? Sarah MacDonnell
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Talks

Date Title Speakers
Nov 2, 2020 Machine Learning in Reserving - IFoA Working Group Sarah MacDonnell, Jacque Friedland, Grainne McGuire, Nigel Carpenter, Kevin Kuo
Sep 30, 2020 AI in Reserving Sarah MacDonnell, Jacque Friedland, Grainne McGuire, Nigel Carpenter, Kevin Kuo
Sep 15, 2020 Machine Learning in Reserving Sarah MacDonnell, Jacque Friedland, Grainne McGuire, Nigel Carpenter, Kevin Kuo
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