#研究分享#【机器学习之于保险业:更准确的分析模型和风险评估】

#研究分享#【机器学习之于保险业:更准确的分析模型和风险评估】一项对全球范围内200名保险业领导者的调查显示,基于AI的技术会使得分析模型更加准确以带来更好的风险评估和决策判断。一半以上受访机构表示他们使用机器学习来进行预测性数据建模,70%机构用其构建风险评估模型,45%用其建立需求模型,36%用其监测诈骗,机器学习将在未来3到5年对行业带来变革。http://www.looooker.com/?p=45285

Machine learning firmly integrated in the insurance industry

Fractal Realms series. Design composed of fractal elements, grids  and symbols as a metaphor on the subject of education, science and technology

Fractal Realms series. Design composed of fractal elements, grids and symbols as a metaphor on the subject of education, science and technology

Machine Learning is being used by over half of top insurers globally to help rejuvenate the industry, new research has revealed

Earnix, a provider of analytics solutions for the financial services industry, today announced the results of a global survey of insurance executives, which showed the wide adoption of machine learning across the globe, and the expectation that it will bring “significant” change to the industry over the next three to five years.

Over half (54%) of the almost 200 insurance executives surveyed said that their organisation was using machine learning for predictive analytical modelling. Of those deploying the technology, 70% said they were using it for risk modelling, followed by demand models (45%) and fraud detection (36%).

Although nascent, most companies using machine learning have realised measurable benefits. Over half of the respondents (57%) said that the AI-based technology has made their analytical models far more accurate, which has led to better risk assessments and ultimately better decisions.

The survey found that the main barrier to wider adoption is a lack of knowledge and expertise within organisations. 82% said their organisation is relatively inexperienced with the technology.

According to Udi Ziv, CEO of Earnix: “The insurance industry has always been data-driven and the use of machine learning is a powerful trend that will quickly become a competitive edge for those who embrace it.”

“Earnix was an early adopter of this technology and is working with its clients to integrate it into their analytics, enabling them to automate more of their processes and predict outcomes more accurately. The combination of advanced analytics with Machine Learning is truly an innovation with direct and measurable benefits.”

标题:Machine learning firmly integrated in the insurance industry

来源:information-age

链接:http://www.information-age.com/one-size-doesnt-fit-website-testing-must-tailored-individually-123466551/


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