{"id":10748,"date":"2021-07-02T06:16:54","date_gmt":"2021-07-02T06:16:54","guid":{"rendered":"https:\/\/projectsofar.info\/aisuperior\/projects\/how-artificial-intelligence-can-help-with-risk-management\/"},"modified":"2023-11-27T14:07:17","modified_gmt":"2023-11-27T14:07:17","slug":"risk-estimation-and-management","status":"publish","type":"projects","link":"https:\/\/staging.aisuperior.com\/de\/projects\/risk-estimation-and-management\/","title":{"rendered":"How Artificial Intelligence can help with Risk Management"},"content":{"rendered":"\r\n<p>For a niche insurance company operating in a medical\/health domain, we developed a prediction <a href=\"https:\/\/staging.aisuperior.com\/expertise\/core-data-science-and-machine-learning\/\">machine learning-based model<\/a> to estimate the risk of an economical loss. The machine learning model is based on neural networks and built by consuming historical medical data over five consecutive years. The developed model significantly outperformed statistical approaches. With this model, the customer was able to optimize its pricing policies which resulted in significant savings.<\/p>\r\n","protected":false},"author":2,"featured_media":12058,"template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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