{"id":10851,"date":"2026-02-19T15:47:28","date_gmt":"2026-02-19T14:47:28","guid":{"rendered":"https:\/\/www.eurogroupconsulting.com\/?post_type=cas-client&#038;p=10851"},"modified":"2026-02-23T09:59:17","modified_gmt":"2026-02-23T08:59:17","slug":"using-data-to-prevent-vehicle-breakdowns","status":"publish","type":"cas-client","link":"https:\/\/www.eurogroupconsulting.com\/en\/cas-client\/valoriser-la-donnee-pour-prevenir-les-pannes-automobiles","title":{"rendered":"Making the most of data to prevent car breakdowns"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"10851\" class=\"elementor elementor-10851\" data-elementor-post-type=\"cas-client\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da00d88 scroll-section e-flex e-con-boxed e-con e-parent\" data-id=\"da00d88\" data-element_type=\"container\" data-e-type=\"container\" id=\"contexteetenjeux\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-42c17c7 e-con-full e-flex e-con e-child\" data-id=\"42c17c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6124dff elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"6124dff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Use data to predict vehicle breakdowns, reduce their frequency and enhance the effectiveness of preventive actions.\nactions.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d90bc3 e-con-full e-flex e-con e-child\" data-id=\"1d90bc3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a2c84a1 e-con-full e-flex e-con e-child\" data-id=\"a2c84a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f794729 elementor-widget elementor-widget-text-editor\" data-id=\"f794729\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>To control the cost of breakdowns and improve the customer experience, insurers are deploying preventive measures for their policyholders.<\/p>\n<p>The challenge was to go beyond a generalist approach, using data as a strategic lever to precisely identify :<\/p>\n<ul>\n<li>the most exposed policyholders,<\/li>\n<li>the most at-risk vehicles,<\/li>\n<li>the contexts most conducive to breakdowns.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>In a data-rich environment (claims history, vehicle characteristics, geographical data, weather, etc.), the aim was to structure, cross-reference and exploit this information using data science approaches in order to transform a volume of data into operational recommendations.<\/p>\n<p>The aim of the mission was to select the really relevant data and design specialized predictive models capable of detecting the signals that herald breakdowns.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7235724 e-con-full e-flex e-con e-child\" data-id=\"7235724\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-74f7d3e e-con-full e-flex e-con e-child\" data-id=\"74f7d3e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87e61d0 elementor-widget elementor-widget-heading\" data-id=\"87e61d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u00abOur priority was to experiment with AI - which we hear about everywhere - by creating concrete business value. By precisely identifying at-risk profiles, we enabled teams to move from a reactive logic to targeted, data-driven prevention aligned with their business challenges.\u00bb\n<\/div>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aed1c8b e-con-full e-flex e-con e-child\" data-id=\"aed1c8b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4fe901 elementor-widget elementor-widget-heading\" data-id=\"b4fe901\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">F\u00e9lix Humbaire<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb1187b elementor-widget elementor-widget-heading\" data-id=\"cb1187b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Partner<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-112f01e scroll-section e-flex e-con-boxed e-con e-child\" data-id=\"112f01e\" data-element_type=\"container\" data-e-type=\"container\" id=\"accompagnement\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-353ad22 e-con-full e-flex e-con e-child\" data-id=\"353ad22\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-93563b6 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"93563b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Support\nin place<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-489d01d elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"489d01d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tA comprehensive analytical approach to identify the most exposed policyholder and vehicle profiles. A structured approach combining analysis, data mining and artificial intelligence, to transform data into operational advantage.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6989676 e-con-full e-flex e-con e-child\" data-id=\"6989676\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b73b9b2 e-con-full e-flex e-con e-child\" data-id=\"b73b9b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb47b26 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"eb47b26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">1.<\/div>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ee06d8 e-con-full e-flex e-con e-child\" data-id=\"9ee06d8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb4ca59 elementor-widget elementor-widget-heading\" data-id=\"bb4ca59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Performing unifactorial analyses<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26d0dc0 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"26d0dc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In-depth analysis of breakdown files along 6 axes: weather, vehicle age, make, geography, vehicle characteristics and insured profile.<\/p>\n<p>This exploration phase enabled us to identify the first significant correlations, bring out weak signals and structure the key variables intended to feed the predictive models.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5362fd9 e-con-full e-flex e-con e-child\" data-id=\"5362fd9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cefe5d7 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"cefe5d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">2.<\/div>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4896cf e-con-full e-flex e-con e-child\" data-id=\"e4896cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04412c5 elementor-widget elementor-widget-heading\" data-id=\"04412c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Identification of importance criteria<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-363aada elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"363aada\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Implementation and training of predictive models to anticipate different types of failure with a high level of reliability.<\/p>\n<p>An analysis of the importance criteria enabled us to identify the determining factors for each category of failure.<\/p>\n<p>For example, the pneumatic class is more frequently predicted when several conditions are met:<\/p>\n<ul>\n<li>German vehicle brand,<\/li>\n<li>electric vehicle,<\/li>\n<li>mileage between 0 and 50K,<\/li>\n<li>less than 15 years' seniority.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>These results help explain predictions, boost confidence in models and make AI directly usable by business teams.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c5fcc7 e-con-full e-flex e-con e-child\" data-id=\"2c5fcc7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f1d2c43 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"f1d2c43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">3.<\/div>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3da7bf0 e-con-full e-flex e-con e-child\" data-id=\"3da7bf0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fea8dca elementor-widget elementor-widget-heading\" data-id=\"fea8dca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Definition of prevention scenarios<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-190aed4 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"190aed4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Using the predictive scores generated by the models, define 3 targeting scenarios for each breakdown category.<\/p>\n<p>This approach makes it possible to arbitrate between :<\/p>\n<ul>\n<li>very precise targeting of the most at-risk profiles,<\/li>\n<li>or a broader strategy maximizing policyholder coverage.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Technology thus becomes a strategic steering tool, making it possible to establish a segmentation that facilitates the design of personalized prevention campaigns, and to align economic performance, operational efficiency and customer experience.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4e84bfb scroll-section e-flex e-con-boxed e-con e-child\" data-id=\"4e84bfb\" data-element_type=\"container\" data-e-type=\"container\" id=\"results\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bc13231 e-con-full e-flex e-con e-child\" data-id=\"bc13231\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c700a66 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"c700a66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The results<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7db1440 e-con-full e-flex e-con e-child\" data-id=\"7db1440\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e4f920b e-con-full e-flex e-con e-child\" data-id=\"e4f920b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2736a84 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"2736a84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\nIdentification of the most predictable categories or types of breakdown, as well as the most important factors for the main types (make, type, mileage, age of vehicle, weather conditions, etc.).\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51f3e96 e-con-full e-flex e-con e-child\" data-id=\"51f3e96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b59b6ab elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b59b6ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">The mission enabled us to :\nprioritize the use cases with the greatest predictive potential,\nimprove our understanding of the determinants of breakdowns,\nand lay the foundations for a prevention system driven by data and AI.\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d01cd6d scroll-section e-flex e-con-boxed e-con e-child\" data-id=\"d01cd6d\" data-element_type=\"container\" data-e-type=\"container\" id=\"etdemain\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1f98eeb e-con-full e-flex e-con e-child\" data-id=\"1f98eeb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e27990 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4e27990\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">And tomorrow? <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ffe4eb5 e-con-full e-flex e-con e-child\" data-id=\"ffe4eb5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3414250 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3414250\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The results pave the way for larger-scale operational deployment: activation of automated campaigns, dynamic targeting of policyholders and integration of predictive scores into business tools.<\/p>\n<p>Eventually, these models can be enhanced with new data sources and integrated into a continuous improvement process, so that prevention can evolve towards a predictive, personalized model, controlled in near-real time.<\/p>\n<p>Data and artificial intelligence thus become levers of differentiation and performance. .<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2e63c3 elementor-widget elementor-widget-image\" data-id=\"d2e63c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" 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data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Would you like to find out more? <\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-850d1ea btn-icon-effect elementor-widget elementor-widget-button\" data-id=\"850d1ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/the-firm\/our-partners\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"21\" viewbox=\"0 0 20 21\" fill=\"none\"><path d=\"M17.3172 10.9425L11.6922 16.5675C11.5749 16.6848 11.4159 16.7507 11.25 16.7507C11.0841 16.7507 10.9251 16.6848 10.8078 16.5675C10.6905 16.4503 10.6247 16.2912 10.6247 16.1253C10.6247 15.9595 10.6905 15.8004 10.8078 15.6832L15.3664 11.1253H3.125C2.95924 11.1253 2.80027 11.0595 2.68306 10.9423C2.56585 10.8251 2.5 10.6661 2.5 10.5003C2.5 10.3346 2.56585 10.1756 2.68306 10.0584C2.80027 9.9412 2.95924 9.87535 3.125 9.87535H15.3664L10.8078 5.31753C10.6905 5.20026 10.6247 5.0412 10.6247 4.87535C10.6247 4.7095 10.6905 4.55044 10.8078 4.43316C10.9251 4.31588 11.0841 4.25 11.25 4.25C11.4159 4.25 11.5749 4.31588 11.6922 4.43316L17.3172 10.0582C17.3753 10.1162 17.4214 10.1851 17.4529 10.261C17.4843 10.3369 17.5005 10.4182 17.5005 10.5003C17.5005 10.5825 17.4843 10.6638 17.4529 10.7397C17.4214 10.8156 17.3753 10.8845 17.3172 10.9425Z\" fill=\"white\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact our experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Design and test an innovative approach to automotive breakdown prediction based on artificial intelligence and advanced data analysis, in order to identify at-risk profiles and reinforce the effectiveness of preventive actions.<\/p>","protected":false},"featured_media":10910,"template":"","meta":{"_acf_changed":false},"tags":[],"class_list":["post-10851","cas-client","type-cas-client","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Valoriser la donn\u00e9e pour pr\u00e9venir les pannes automobiles - Eurogroup Consulting<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.eurogroupconsulting.com\/en\/customer-case\/using-data-to-prevent-vehicle-breakdowns\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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