璞跃（Plug and Play）：保险业的生成式人工AI革命（2023）（英文版）（12页）.pdf

1、1The Generative AI Revolution in InsuranceIntroduction3Understanding GenAI in Insurtech5Preventative Measures in Risk Management6Personalization in Enhanced Underwriting7Claims Processing with GenAI8IndexThe Generative AI Revolution in Insurance2Implementing GenAI in Insurance10IntroductionGenerativ

2、e Artificial Intelligence,or GenAI,has become an integral part of the insurance industry,revolutionizing the customer experience.Its evolving how risk management,claims processing,and underwriting are done.GenAI refers to a subset of AI technologies that can create new and original content based on

3、existing data and patterns.In the insurance sector,generative AI algorithms analyze vast data,identify patterns,and generate insights that assist decision-making processes.According to Forbes,GenAI uses big data like never before,so insurers can clean,analyze,and gain meaningful insights from a wide

4、 range of complex data.By leveraging GenAI,insurers can enhance their risk management strategies by implementing proactive measures and streamlining claims processing.Preventative measures involve using predictive models to identify potential risks and take preemptive actions to mitigate or minimize

5、 them.This proactive approach helps prevent losses,reduces claims,and saves providers and policyholders costs.The technology also enables efficient claims processing,ensuring timely settlements and enhancing customer satisfaction.The Generative AI Revolution in Insurance3IntroductionGenerative AI ha

6、s various applications in insurance,including:Synthetic Data Generation:Generative AI can create synthetic datasets that mimic real-world scenarios.These synthetic datasets can be used for training machine learning models without compromising sensitive or limited data.For example,generative AI can c