Close Menu
    What's Hot

    Credit Commercial de France Pension Scheme Completes Bulk Purchase Annuity Buy-In With Royal London

    July 23, 2026

    Smiths Industries Pension Scheme Completes Bulk Purchase Annuity Buy-In With M&G

    July 23, 2026

    End-Game Clarity Shaping UK Pension Risk Transfer Market but Large Schemes Still on the Sidelines

    July 22, 2026
    X (Twitter) LinkedIn
    Longevity & Mortality Investor
    • Home
    • Coverage
      1. Life Insurance Capital Solutions
      2. Life Insurance
      3. Longevity and Mortality Risk Transfer
      4. Mortality
      5. Secondary Life Markets
      6. View All

      Big Year of Growth for Life/Annuity Sidecar-Like Activity in 2025

      July 2, 2026

      Sixth Street To Become Majority Shareholder of Monument Re

      June 30, 2026

      Pacific Life Re Appoints Florence Durousseau as Head of Capital Solutions, Europe

      June 15, 2026

      Third Block Reinsurance Deal With Tokio Marine & Nichido Life for Pacific Life Re

      June 10, 2026

      Shaping the Future of Health Insurance Through Innovation and Analytics

      June 10, 2026

      Q&A: Dr Christoph Schmitt, Director, Insurance, Fitch Ratings

      May 28, 2026

      Chronic Disease Onset and Cumulative Exposure: Clinical, Prognostic and Underwriting Implications

      May 13, 2026

      US Annuity Sales Notch Tenth Consecutive $100bn+ Quarter

      May 11, 2026

      Credit Commercial de France Pension Scheme Completes Bulk Purchase Annuity Buy-In With Royal London

      July 23, 2026

      Smiths Industries Pension Scheme Completes Bulk Purchase Annuity Buy-In With M&G

      July 23, 2026

      End-Game Clarity Shaping UK Pension Risk Transfer Market but Large Schemes Still on the Sidelines

      July 22, 2026

      Q&A: Yona Chesner, Head of Pensions Investment, Cartwright Pension Trusts

      July 22, 2026

      Record Low Mortality Rates So Far in England and Wales in 2026

      July 9, 2026

      Organ Transplant Improvements Test Life Expectancy Assessment Models

      July 8, 2026

      The Pursuit of Everlasting Life Unlikely to Shift Actuarial Models

      June 10, 2026

      Pricing in the Unknown: Why Mortality Models Aren’t Ready for MCED Tests Just Yet

      April 9, 2026
      Litigation

      Litigation Update: Estate of Martha Barotz v. Wilmington Savings Fund Society, FSB, et al.

      July 22, 2026

      South Dakota Supreme Court Upholds Life Settlement Investor’s Right to Retain $10 Million Death Benefit

      July 22, 2026

      Optimism for Stronger Second Half in the Life Settlement Tertiary Market

      July 8, 2026

      US Life Insurers Embrace Securitised Credit as Demand for Yield and Diversification Grows but Hurdles Remain for Longevity-Linked Assets

      July 8, 2026

      Credit Commercial de France Pension Scheme Completes Bulk Purchase Annuity Buy-In With Royal London

      July 23, 2026

      Smiths Industries Pension Scheme Completes Bulk Purchase Annuity Buy-In With M&G

      July 23, 2026

      End-Game Clarity Shaping UK Pension Risk Transfer Market but Large Schemes Still on the Sidelines

      July 22, 2026
      Litigation

      Litigation Update: Estate of Martha Barotz v. Wilmington Savings Fund Society, FSB, et al.

      July 22, 2026
    • Events
    • Latest Issues

      Editor’s Letter – Volume 2, Issue 7, July 2026

      July 8, 2026

      Editor’s Letter – Volume 2, Issue 6, June 2026

      June 10, 2026

      Editor’s Letter – Volume 2, Issue 5, May 2026

      May 13, 2026

      Editor’s Letter – Volume 2, Issue 4, April 2026

      April 9, 2026

      Editor’s Letter – Volume 2, Issue 3, March 2026

      March 11, 2026
    • Contact Us
    Newsletter
    Longevity & Mortality Investor

    AI and Algorithms Driving Change in Life Insurance Underwriting

    Life Insurance March 8, 2023By Aaron Woolner
    Insurtech
    Share
    Twitter LinkedIn Email

    The traditional life insurance underwriting approach sees an agent speaking to a customer, who then fills out an application form. This is then manually underwritten, a process which might involve getting a fluid sample from the policy holder and maybe some extra medical records, and could take between four to six weeks, sometimes more.

    The insurtech sector is driving significant change in this approach, fuelled by an explosion in the availability of data, the quality of data, and the technology available to analyse it.

    “Taking out a life insurance policy now only needs to take a few minutes to complete online. Algorithms automatically look up third party data sources, run the results through systems and the customer gets a quote right away and they can check out instantly,” said Aaron Shapiro, CEO of US-based digital insurance company Dayforward. “The underwriting can now, in most cases, be entirely automated, which is a dramatic change to how underwriting is normally done in the US.”

    According to Alby van Wyk, chief commercial officer (CCO), at Munich Re Automation Solutions (MRAS), a lot of traditional insurers have implemented automated underwriting systems, with rule engine systems that achieve good straight through acceptance rates, but he says it is important to distinguish between the US approach to life insurance underwriting and practice in the rest of the world.

    “The way the US does underwriting is different compared to the rest of the world, so we look at them as two distinct market approaches. We have been deploying similar solutions into such diverse territories as Japan, Brazil, China, India, South Africa, France, and it all works because they generally have similar approaches to underwriting. Whereas in the US, insurers have upfront access to large data sets that simply aren’t available elsewhere, hence the need for a different solution,” he said.

    Sydney, Australia-based Van Wyk says over a dozen different data sources are available to US life insurers which don’t exist in European or Asian markets. He cites driving records, pharmacy, and electronic health records, as examples of data points which a US life insurer has easy access to.

    “Few of those data sources exist elsewhere. In the US, the focus is really about getting access to those data sources and using that data as part of the underwriting process,” he said.

    Another difference between underwriting in the US and the rest of the world is the two year, non-contestability period for American life insurance contracts after they go into force. Within this time, the insurer can review the policy for fraud or misrepresentation by the policyholder. If no evidence is found by the insurer within 24 months the policy is incontestable even if the holder has lied by, for example, hiding a previous medical condition. In other countries, insurers are able to review policies at any point – even reclaiming pay-outs which are later found to be fraudulent.

    “The two-year non-contestability period – and electronic access to third party data sources in North America – is largely why US life insurers do all the heavy upfront underwriting because it’s almost impossible to refuse a claim in the US after that point.” says Van Wyk.

    Dayforward does use a human underwriter for complex cases or policies over a certain value. The company’s system scores each potential policy holder and produces a confidence interval for that specific rating. Too low, and the insurer gets a human underwriter to make an assessment.

    “That just takes a few minutes, and the underwriter either adjusts it, and then the system improves, or they say it’s fine and a price is issued. Over time, automated underwriting gets better and better,” said Shapiro.

    Whilst Shapiro believes that insurtech will produce more consistent and accurate underwriting eventually, for now, the focus for the space is aiming at achieving results that are on par with humans.

    “The goal is to achieve parity with humans but underwrite instantly as opposed to a weeks-long process, and there’s no human error. So, at the moment, I would say a human could do a more accurate job on a complex case. But for more basic cases firms like ours can do a better job because we are more reliable and instantaneous.”

    “A lot of insurers have implemented rules-based automated underwriting systems and are now receiving good Point of Sales straight-through-acceptance rates. This varies considerably by market but could be up to 80% in some cases. The question is, what’s next?” added van Wyk.

    One answer could be AI, and van Wyk said that insurers in many markets are looking to make better use of both as part of the underwriting process.

    By analysing historical data, Munich Re’s AI team observed that large numbers of cases were referred for manual underwriting, but they were ultimately classed as standard risks. By learning from historical underwriter decisions an AI model was developed, reducing the number of time-intensive and expensive requests for medical records.

    “Using AI reduces the need for medical evidence, which cuts costs and improves the customer experience significantly,” van Wyk says. “There are many use cases for the use of AI in insurance, including models to stream-line underwriting, triage applications, predict early claims as well as non-disclosure.”

    There may be multiple uses for insurtech to streamline an insurer’s businesses and Shapiro is confident that this points to a life insurance industry where all policies are eventually underwritten automatically.

    “This is absolutely the future and I believe all the big carriers are working on projects relating to automation underwriting. Any US life insurance executive will tell you that the future of underwriting is automation. The question is: how do we get there?”

    2023 - March Life Insurance Insurtech Mortality Risk Volume 2 Issue 3 - March 2023
    Share. Twitter LinkedIn Email

    Related Posts

    Shaping the Future of Health Insurance Through Innovation and Analytics

    June 10, 2026By Jessica Plewes and Lisa Balboa

    Leeds Building Society Staff Pension Scheme Completes Bulk Purchase Annuity Buy-In With Royal London

    May 18, 2026By LMI Newsdesk

    Chronic Disease Onset and Cumulative Exposure: Clinical, Prognostic and Underwriting Implications

    May 13, 2026By Dr. Jyotsna Kamble

    Life Settlement Secondary Market Returns to Growth but Plenty of Untapped Potential Still Remains

    April 22, 2026By Greg Winterton
    Latest Issue

    Optimism for Stronger Second Half in the Life Settlement Tertiary Market

    July 8, 2026

    Organ Transplant Improvements Test Life Expectancy Assessment Models

    July 8, 2026

    US Life Insurers Embrace Securitised Credit as Demand for Yield and Diversification Grows but Hurdles Remain for Longevity-Linked Assets

    July 8, 2026

    Passage of UK Pension Schemes Act Seen Boosting Size of DB Superfund Market

    June 24, 2026
    Ad

    Where Longevity and Mortality Meet the Markets
    ISSN 2978-5219

    X (Twitter) LinkedIn
    Coverage
    • Life Insurance Capital Solutions
    • Life Insurance
    • Longevity and Mortality Risk Transfer
    • Mortality Risk
    • Secondary Life Markets
    More Info
    • Home
    • About Us
    • Contact Us
    • Guest Articles
    • Submit Story Idea
    Our Newsletter
    Get the latest industry news, commentary and events from the Longevity & Mortality Investor directly into your inbox. Why not sign up today?

    © 2026 Longevity & Mortality Investor. Website by Kavells.
    • Sitemap
    • Privacy Policy
    • Copyright Notice
    • Terms & Conditions

    Type above and press Enter to search. Press Esc to cancel.