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Overview

Milliman analytics overview

Financial projections and reporting

Financial projections and reporting

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Insight

Milliman analytics insight

WHITE PAPER

Improved mortality rate forecasting using machine learning and open data

Compared with traditional techniques, state-of-the-art machine learning algorithms can substantially improve the forecasts of mortality rates.

WHITE PAPER

Mortality trend prediction using machine learning

Compared with traditional mortality models, machine learning algorithms can significantly improve the forecasts of future mortality rates.

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Article

Classification of insurance claim emails

Using a hybrid model for health claim email filtering could significantly reduce customer support workload, while maintaining a satisfactory response quality.

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History repeating itself The return of high inflation and its implications

Current inflation rates are likely to be the highest seen for a generation, and the ensuing effects could have a profound impact on life insurers.

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Article

Financial modeling — going fast together

With scarce actuarial resources, insurers can adopt lean manufacturing principles to further accelerate the digital transformation of the risk function.

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Trial by wildfire: Will efforts to fix home insurance in California stand the test of time?

As the 2020 wildfire season exceeds historical norms, California insurers and policymakers are looking for durable solutions to extinguish the threat of a homeowners’ insurance crisis.

Article

Data analytics: The buy vs. build question

With the abundance of data and analytical resources, how important is it for insurance carriers to develop and maintain those resources in-house? Sheri Scott answers this and other questions in this Q&A.

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Video

Predictive analytics: Uncovering value in the data

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 profitability.

Article

A case for data science

How Milliman used analytics to develop a predictive app for a transportation provider.

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Article

Making predictive analytics work for you

Learn how predictive analytics differ from other approaches to data—and how it can help your business.

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Enterprise risk management: Evolution and transformation

Enterprise risk management is evolving, and as insurance companies have moved through time, there has been greater ability to control information in a more sophisticated way.

Related products

Milliman analytics products

Reserve and liability modeling
Reserve and liability modeling

NAVI

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Insurance risk assessment
Insurance risk assessment

IntelliScript

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Predictive analytics
Predictive analytics

Recon

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Geographic rating insights

PinPoint

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Auto policy underwriting

Milliman AccuRate Fleet

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Predictive analytics
Predictive analytics

Nodal

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Reserve and liability modeling
Mortgage platform for investments & reinsurance

Milliman M-PIRe

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Litigation cost analytics
Litigation cost analytics

Datalytics-Defense

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Financial modeling and industrialization
Financial modeling & industrialization

Integrate

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Related services

Milliman analytics services

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