Streamlining Insurance: From Actuarial Science to Scalable Workflow

In this episode of Streamlining Insurance, Darren speaks with Zhiyu Frank Quan, Ph.D. and Panyi Dong, researchers at the University of Illinois Urbana-Champaign who recently co-authored “Automated Machine Learning in Insurance.” Together, they explore how automation and machine learning are reshaping actuarial science, underwriting, and risk management. We’ll also connect the dots to practical implementation—how insurers can move from academic theory to real-world tools that improve efficiency, reduce costs, and enable better decision-making.

Episode 132 of the Alliance NOW! Risk & Insurance Podcast Series podcast, hosted by The National Alliance for Insurance Education & Research, titled "Streamlining Insurance: From Actuarial Science to Scalable Workflow" was published on October 7, 2025 and runs 31 minutes.

October 7, 2025 ·31m · Alliance NOW! Risk & Insurance Podcast Series

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Summary

In this episode of Streamlining Insurance, Darren speaks with Zhiyu Frank Quan, Ph.D. and Panyi Dong, researchers at the University of Illinois Urbana-Champaign who recently co-authored “Automated Machine Learning in Insurance.” Together, they explore how automation and machine learning are reshaping actuarial science, underwriting, and risk management. We’ll also connect the dots to practical implementation—how insurers can move from academic theory to real-world tools that improve efficiency, reduce costs, and enable better decision-making.

Episode Description

In this episode of Streamlining Insurance, Darren speaks with Zhiyu Frank Quan, Ph.D. and Panyi Dong, researchers at the University of Illinois Urbana-Champaign who recently co-authored “Automated Machine Learning in Insurance.” Together, they explore how automation and machine learning are reshaping actuarial science, underwriting, and risk management. We’ll also connect the dots to practical implementation—how insurers can move from academic theory to real-world tools that improve efficiency, reduce costs, and enable better decision-making. Focusing exclusively on risk management and insurance professional development, the Risk & Insurance Education Alliance provides a practical advantage at every career stage, positioning our participants and their clients for confidence and success.

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