PREDICTIVE ANALYTICS

See what’s ahead

Insurance has always been a data-driven business, but emerging technologies in the area of machine learning and artificial intelligence promise to enable a new generation of insights that look into the future, not just back to the past.

Build a smarter future

Tomorrow, delivered

The vast amounts of information produced by insurance technology holds the promise to enable accurate predictions, competitive insights, and intelligent actions.

Powered by the cloud, enriched with powerful new modeling methodologies, predictive analytics are powerful tools—for those who know how to use them.

Video

What is predictive analytics?

See how Milliman predictive analytics helps clients uncover value in their data.

Article

The importance of evaluating outside defense attorneys' performance for optimal case outcomes in P&C insurance

Insurers must have a solid understanding of their defense attorneys’ expenses. Here are some key metrics and benefits of conducting a performance analysis.

Read the article

Survey

Milliman Fixed Indexed Annuity and Multi-Year Guaranteed Annuity lapse experience study

A survey of 13 Fixed Indexed Annuity (FIA) and Multi-Year Guaranteed Annuity (MYGA) writers on several aspects of dynamic adjustments to base lapse rates due to differences between their current and perceived market or competitor crediting rates.

Read the survey

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.

Read the white paper

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.

Read the article

CLAIMS ANALYTICS