Navigate today’s most pressing health industry challenges with a leading global expert by your side.
ACO utilization & cost evaluation
Healthcare cost modeling
Insurance risk assessment
Medicare plan selection solution
Healthcare risk adjustment
Pharmaceutical claims analytics
Meet growing needs for innovative insurance solutions while increasing operational health and improving compliance.
Property & casualty advisory services
Modern flood insurance program
Investment, advisory & trading services
Financial modeling & industrialization
Geographic rating insights
Premium comparison platform
Retirement & Benefits
Deliver on the promises of the past and create smart solutions for the future.
Pension administration & communication
Retirement benefits administration platform
Compensations & benefits
Benefit plan evaluation
Health & welfare benefits administration platform
Manage complex risks using data-driven insights, advanced approaches, and deep industry experience.
Auto policy underwriting
Software performance enhancement
Mortgage platform for investments & reinsurance
Solvency II reporting & compliance
This is a place where your ideas and insights make an impact. Where an independent, entrepreneurial spirit is an advantage. And where diversity of thought and experience makes us who we are.
Data-driven insight. Deep expertise. Transformative innovation. Since 1947, Milliman has delivered intelligent solutions to improve health and financial security.
Our proprietary software along with consulting services will help you improve existing processes and create useful new solutions. Our clients see the results, from enhanced data integration and quality to defining common data dimensions across the enterprise.
With our sophisticated modeling tools and global expertise, we can help you create accurate, actionable financial projections and reporting. We help you understand the implications of pending changes on reserves and capital to ensure continuous compliance—and use data to make effective strategic decisions.
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.
Compared with traditional techniques, state-of-the-art machine learning algorithms can substantially improve the forecasts of mortality rates.
Compared with traditional mortality models, machine learning algorithms can significantly improve the forecasts of future mortality rates.
Using a hybrid model for health claim email filtering could significantly reduce customer support workload, while maintaining a satisfactory response quality.
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.
With scarce actuarial resources, insurers can adopt lean manufacturing principles to further accelerate the digital transformation of the risk function.
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.
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.
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…
How Milliman used analytics to develop a predictive app for a transportation provider.
Learn how predictive analytics differ from other approaches to data—and how it can help your business.
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.
Dramatically reduce the time required for life insurance reserves and liabilities calculations with innovative modeling.
IntelliScript combines industry-leading data and analysis to provide insurers the knowledge, tools, and insight to confidently assess risk.
Visually explore industry experience against your own and make intelligent decisions based on drivers of policyholder behavior.
Analyze unpaid claims liabilities with industry-leading stochastic and deterministic reserving tools and methods.
Milliman PinPoint delivers relevant geographic rating insights to your system at the point of decision through a simple API.
AccuRate Fleet™ is a usage-based insurance score designed to enable more accurate pricing of fleet exposure and driving behavior risk.
Analyze a wide range of claims data to identify those likely to incur high costs, helping optimize management and reduce costs.
A comprehensive platform to evaluate mortgage investment opportunities, trends in the market, and portfolio aggregation.
Detect patterns in attorney billing practices using powerful algorithms, helping manage costs and improve claims defense.
Automate and accelerate actuarial modeling and reporting with a powerful, cloud-based solution.
Use capital more efficiently to protect against financial risk and comply with growing rating and regulatory requirements.
Embed ERM best practices into your organization to create a structured and sustainable business management process.
Validate internal and third-party catastrophe modeling to reduce risk exposure and improve decision making.
Uncover valuable information hidden in your data, allowing you to take action on key business insight.
Match price to risk, get better ratings, and improve profitability in the most difficult markets.
Select insurance-related technology solutions that solve your key challenges and make the most of data.
Ask the tough questions. We’re ready for them.