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Objectivity matters. Today, more than ever.

Independent for over 70 years, Milliman delivers market-leading services and solutions to clients worldwide. With no agenda, other than getting it right.

Through a team of professionals ranging from actuaries to clinicians, technology specialists to plan administrators, we offer unparalleled expertise in employee benefits, investment consulting, healthcare, life insurance and financial services, and property and casualty insurance.

News

  • 19 February 2019 — Captive Review
    The 2018 Captive Review Power 50
  • 14 September 2018 — Wall Street Journal
    Florence flood threat heightened by underinsured homeowners
See All News

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Long-term care consulting

We offer unmatched depth and breadth of knowledge in long-term care.

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Expanding access to quality healthcare for a California community.

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Helping clients understand and navigate retirement risk

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insight

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  4. Risk Management and Financial Services

Featured Topics

  1. Analytics and modeling
  2. Enterprise risk management
  3. Healthcare costs
  4. Life insurance
  5. Solvency II

Recent stories

  • IFRS 17: Fair Value Approach to Transition
  • Multiemployer health and welfare fund statistics: Fall 2019
  • Pension Funding Index December 2019
  • Value of care categories
Solvency II

Recalculation of the Transitional Measure on Technical Provisions

insightMilliman insight

All insightHealthcareEmployee Benefits and InvestmentInsuranceRisk Management and Financial Services
DFS Moneyball: Beating daily fantasy sports with predictive analytics
DFS Moneyball: Beating daily fantasy sports with predictive analytics
Actuarial model governance: Empowering people with technology
Actuarial model governance: Empowering people with technology
Data science moves a company forward
A case for data science

Analytics and modeling

  • Use of external data in insurance

    By Cormac Gleeson, Eamon Comerford | 22 November 2019

    This briefing note discusses how the use of external data can complement wider data science initiatives and looks at some of the challenges posed by working with external data.

  • ESG Rebase

    By Charlie Howell, Michael Leitschkis, Russell Ward | 26 July 2019

    This paper introduces ESG Rebase, a technology capable of accurately translating a baseline risk-neutral Economic Scenario Generator file representing an entirely different set of market conditions, such as nominal yield curve, equity volatility vector or fixed interest volatility surface.

  • Undeniable Synergy: A case for the chief modeling officer

    By Van Beach | 23 July 2019

    Understanding the business versus the operational skills and activities related to modeling holds the key to the new actuarial operating model.

  • EIOPA thematic review: Big Data Analytics in insurance

    By Matthew McIlvanna, Eamonn Phelan, Eoin O Baoighill | 08 July 2019

    This briefing note summarises EIOPA’s recent report on its thematic review of the uses of big data analytics in motor and health insurance.

  • IFRS 17: Where to from here?

    By Andrew Kay, Eamon Comerford | 29 May 2019

    This presentation, given at the Society of Actuaries in Ireland’s annual convention (24th May 2019), includes updates on the latest developments including recent amendments to the IFRS 17 Standard and timeline.

  • Good practices in the application of predictive analytics

    By Eamonn Phelan, Eileen S. Burns | 28 May 2019

    This presentation given at the Society of Actuaries in Ireland’s Annual convention (24th May 2019) provides insight into current activity amongst life insurers in Ireland and leading practices in predictive analytics and data science from a US perspective.

  • Predictive analytics: Validating the black box

    By Eibhlín O’Kane, Eoin O Baoighill | 28 May 2019

    “Reveal hidden patterns in your data” and “Transform your data into meaningful insights” are phrases we often hear when it comes to predictive modelling.

  • Milliman Data Science Survey

    By Eamonn Phelan, Karl Murray, Gillian Tucker, Eamon Comerford | 20 March 2019

    Life and health insurers and reinsurers are taking a growing interest in data science.

  • Using predictive modeling to forecast large workers’ compensation costs: A case study

    By Michael Paczolt | 04 March 2019

    Nodal™, Milliman’s web-based predictive modeling and decision-support system, accurately identified 95% of high-cost claims for the Intergovernmental Risk Management Agency before they happened, reducing costs by over 15%.

  • Industry body part coding is wrong - Part 1: Multiple body parts

    By Michael Paczolt, William Torres | 11 February 2019

    Multiple body part claims can be translated into specific combinations of body parts by extracting data from unstructured data using text mining algorithms.

See More Articles

  • 05 February 2019

    Insurers, spreadsheets and model risk

    Milliman surveyed 183 actuaries and insurance professionals from over 70 different companies to discover how spreadsheets are used by life insurers and reinsurers to identify potential improvements to this tool.

  • 14 November 2018

    IFRS 17: Latest developments

    Andrew Kay, William Hines, Eamon Comerford and Amritpal Khangura discuss the latest developments regarding IFRS 17.

  • 13 November 2018

    Disruption without distortion: How to seamlessly integrate insurtech initiatives into the loss reserving process

    How can insurers better manage the potential disruptive impact of insurtech initiatives?

  • 24 July 2018

    What could private flood insurance look like in New Jersey and New York?

    Milliman recently collaborated with Risk Management Solutions, Inc. to model a potential private flood insurance market in New Jersey and New York.

  • 16 July 2018

    Improvements in predictive analytics help with early identification of workers comp reinsurance claims

    Developments over the past few years in predictive analytics are providing opportunities to improve the early identification of claims with a high likelihood of piercing workers compensation reinsurance layers.

  • 31 May 2018

    A European insurance leader works with Milliman to process raw telematics data and detect driving behaviour

    This article focusses on the future of motor insurance and telematics, providing feedback on some of the projects led by Milliman's analytics team.

  • 31 May 2018

    Milliman Evening Briefing, 31 May 2018

    At the second Milliman Evening Briefing, Bridget MacDonnell gives an overview of regulatory hot topics for 2018, Eamon Comerford discusses investment strategies under Solvency II and Donal McGinley looks at artificial intelligence and its relevance to actuaries.

  • 22 May 2018

    Data analytics: The buy vs. build question

    Sheri Scott answers questions about helping carriers make strategic decisions about the selection and utilization of data analytics.

Analytics and modeling

  • MG-ALFA
See all topics
  1. Healthcare
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  5. Healthcare reform reading list: From the ACA archives
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  10. Medicare ACOs and Alternative Payment Models
  11. Provider
  12. Employee Benefits and Investment
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  14. Defined contribution plans
  15. Investment
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  17. Analytics and modeling
  18. Catastrophe risk and insurance-linked securities
  19. Insurtech
  20. Life insurance
  21. Long-term care insurance
  22. Medical professional liability
  23. Property and casualty insurance
  24. Risk management
  25. Solvency II
  26. Telematics
  27. Risk Management and Financial Services
  28. Enterprise risk management
  • Periodicals

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    • General Insurance Newsletter UK
    • Life Insurance Newsletter UK
    • P&C Perspectives

  • Featured videos

    • Benefits of the cloud - thumb (2)Benefits of running in the cloud(5:59)
    • MG-ALFA Moving forward - ThumbnailMG-ALFA: Moving forward through the years(5:59)
    • Phoenix - ThumbnailMG-ALFA: Cloud computing and business transformation(3:28)
    See all video
  • The Business of Risk

    • Solvency II’s one-year time horizon: A refined approach for non-life risk marginsDec 09, 2019
    • US GAAP Targeted Improvements & Disability Income InsuranceDec 04, 2019
    • Overview of EIOPA’s 2020 Solvency II review consultationNov 29, 2019
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About Milliman


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For more than seven decades, Milliman has combined technical expertise with business acumen to create elegant solutions for our clients. 

Today, we are helping companies take on some of the world's most critical and complex issues, including retirement funding and healthcare financing, risk management and regulatory compliance, data analytics and business transformation.


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