Risk Score

Issue more life policies—and improve mortality outcomes—with state-of-the-art predictive modeling. Add your choice of datasets to stratify risks with more precision and speed.

Risk Score makes it possible to see unseeable risks, both high and low. Our prescription-based predictive model quantifies the relative mortality risk of life insurance applicants from rich, high-quality data. You can combine its core Prescription Data input with Medical Data or Credit Data—or both—to get a single, multivariate score with even greater predictive value. This risk assessment supertool quickly executes within Irix Rules Engine to deliver a highly accurate score for each applicant (whether the risks are obvious or unintuitive), empowering underwriters to confidently see what the human eye can’t.

Complex risk patterns only found with machine learning algorithms

Protection from imperceptible risks that lie in wait

Identiﬁcation of acceptable risks that would otherwise be declined

Fast decisions for direct-to-consumer distribution

The chance to write more business with accelerated underwriting

Your share of the large and underserved middle market

See more opportunities to issue policies and diversify your customer base

You can strategically use Risk Score by itself or with various combinations of datasets to fearlessly reach your business goals, add distribution channels and product oﬀerings, and improve customer service.

Meet consumer demand for faster service while realizing cost eﬃciencies that drive up sales and proﬁts. Tune the prescription-based Risk Score model to preferred thresholds to quickly issue policies without compromising mortality.

+ Medical Data

Drastically increase issue rates, slash mortality, or balance both with the addition of our industry-leading Medical Data. Our medical claims data is unmatched in volume, quality, and interpretation, revealing hidden conditions and their severity in real time. The combined data inputs deliver unprecedented depths of risk stratiﬁcation for clear-cut policy placement. Initial studies are showing signiﬁcant beneﬁt-to-cost results.

+ Credit Data

Conﬁdently write business from the slivers of risk segments you would normally hold in doubt by combining widely available, FCRA-compliant consumer credit attributes into the model’s single data flow.

+ Medical Data and Credit Data

Take Risk Score’s predictive power to the max with all three datasets. The combination of medical proxy and lifestyle indicators rapidly renders a score with the greatest accuracy and risk stratiﬁcation insights

Request a demo

First Name

Last Name

Company

Title

City

State/Province/Region

Country

Telephone

Email*

Back

Message

By clicking this box I acknowledge and consent that any personal data I enter in this form may be stored and processed by Milliman according to the terms of the Privacy Policy. In addition, I opt in to receiving information from Milliman.disclaimer

Ready to see this supertool in action?

Risk Score's predictive power and durability have been proven in study after study. Talk to us to learn more.

Five ways a morbidity predictive model can relieve Medicare Supplement market pressures

ACA risk adjustment leaders: You’re leaving big money on the table

Risk Score | Mortality

Issue more life policies—and improve mortality outcomes—with state-of-the-art predictive modeling. Add your choice of datasets to stratify risks with more precision and speed.

What you may be missing without Risk Score

See more opportunities to issue policies and diversify your customer base