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Data-driven insight. Deep expertise. Transformative innovation. Since 1947, Milliman has delivered intelligent solutions to improve health and financial security.
For over fifty years, Milliman has helped insurers and self-insureds guide and improve their businesses. We provide the industry with thought leadership in the essential areas of reserving, pricing, analytics, risk based decision-making, and business transformation. We’re proud to share our expert thinking.
Milliman consultants Nancy Watkins, Matt Chamberlain, Peggy Brinkmann, and Sheri Scott discuss how predictive analytics can uncover value in new and expanding data sets, helping improve pricing, underwriting, and…
How Milliman used analytics to develop a predictive app for a transportation provider.
While improvements in governance and regulatory oversight over the last two decades have equipped audit committees with a greater understanding of what the risks are to reserves, there is little information available…
Individual claim models (ICMs) is an emerging area of research and practice which uses individual claim level data to estimate loss reserves. Learn how technology makes ICMs more accessible, and applications for the approach.
Read our observations on the cyclical nature of P&C reserves and solutions for mitigating it.
This paper aims to contribute to the growing awareness of governance best practices with a more business-centric mindset toward model governance, advocating for technology as the enabling and activating ingredient.
This note provides high-level recommendations for insurance companies when developing or enhancing their Stress and Scenario Testing (SST) framework.
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