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.

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What is predictive analytics?

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

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ERM: Evolution and transformation

Enterprise risk management is evolving, and insurance companies now have more sophisticated ways to control information.

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White paper

An application of generative AI in the insurance industry: Analysis of movements in best estimate liability case study

We investigate the emerging threat of AI-generated car crash photos, focusing on how fraudsters exploit the technology to create fraudulent claims.

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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.

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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.

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WHITE PAPER