We handle experience analysis in both the property and casualty and life insurance areas. Improve early identification of high-loss claims with advanced modeling methods. Gain maximum insight from existing claims data so you can increase efficiency and effectiveness of high-value claims personnel, consistently apply the best resources for improved claim triage, uncover claim-cost segments with previously unnoticed characteristics, and more.

Milliman FRM is a subsidiary of Milliman, Inc. Our risk management strategies have been tested for more than 20 years and through two market crises.

We understand the data in the insurance ecosystem and have developed and worked with technologies that solve real business problems. We also have subject matter experts to help you transform your businesses with technology.

Milliman can answer the ever present and growing demands of regulators, rating agencies, lenders, institutional investors, and shareholders with a robust and repeatable ERM process tailored to your business needs.

Combining traditional statistical methods with machine learning technology and innovative data mining techniques, our predictive tools proactively discover predictors in your portfolio. This gives you clear, actionable results for a competitive advantage. Predictive analytics can help you precisely select and price business, reduce loss ratios, target the best opportunities, and more.

We handle model review for both P&C and life insurance. Validate internal and third-party catastrophe modeling to reduce risk exposure and improve decision making.

We handle regulatory assistance for both P&C and life insurance. Get help with the actuarial aspects of financial exams, rate filing, and model reviews related to catastrophic risk.