Claims management is a complex process through which an insurance company or responsible entity addresses and handles compensation requests from policyholders who have suffered damage or losses. This process entails several stages, including the notification of the claim, damage assessment, settlement of compensation, and, if necessary, dispute resolution. Fair, transparent and timely claims management is crucial for maintaining policyholders’ trust while also limiting the financial impact on the insurer. Technological innovations, such as the use of artificial intelligence and automation, are positively influencing this sector, enabling faster and more effective claims management. This study reports on Insoore AI, an insurtech solution that aims to automate a portion of claims management by integrating a computer vision solution based on some latest developments in deep learning to automatically recognize and localize car damage from user-provided pictures.

An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures / Atanasious, MOHAB MAHDY HELMY; Becchetti, Valentina; Giuseppi, Alessandro; Pietrabissa, Antonio; Arconzo, Vito; Gorga, Gerardo; Gutierrez, Gonzalo; Omar, Ahmed; Pietrini, Marco; Anvesh Rangisetty, Meher; RICCIARDI CELSI, Lorenzo; Santini, Federico; Scianaro, Enrico. - In: ELECTRONICS. - ISSN 2079-9292. - 13:22(2024). [10.3390/electronics13224333]

An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures

Mohab Mahdy Helmy Atanasious;Valentina Becchetti;Alessandro Giuseppi;Antonio Pietrabissa;Lorenzo Ricciardi Celsi;
2024

Abstract

Claims management is a complex process through which an insurance company or responsible entity addresses and handles compensation requests from policyholders who have suffered damage or losses. This process entails several stages, including the notification of the claim, damage assessment, settlement of compensation, and, if necessary, dispute resolution. Fair, transparent and timely claims management is crucial for maintaining policyholders’ trust while also limiting the financial impact on the insurer. Technological innovations, such as the use of artificial intelligence and automation, are positively influencing this sector, enabling faster and more effective claims management. This study reports on Insoore AI, an insurtech solution that aims to automate a portion of claims management by integrating a computer vision solution based on some latest developments in deep learning to automatically recognize and localize car damage from user-provided pictures.
2024
insurance claims management; deep learning; image segmentation; damage recognition; damage detection; computer vision
01 Pubblicazione su rivista::01a Articolo in rivista
An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures / Atanasious, MOHAB MAHDY HELMY; Becchetti, Valentina; Giuseppi, Alessandro; Pietrabissa, Antonio; Arconzo, Vito; Gorga, Gerardo; Gutierrez, Gonzalo; Omar, Ahmed; Pietrini, Marco; Anvesh Rangisetty, Meher; RICCIARDI CELSI, Lorenzo; Santini, Federico; Scianaro, Enrico. - In: ELECTRONICS. - ISSN 2079-9292. - 13:22(2024). [10.3390/electronics13224333]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1724900
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