{"id":6058,"date":"2022-06-08T08:44:42","date_gmt":"2022-06-08T06:44:42","guid":{"rendered":"https:\/\/www.synovo-group.com\/?p=6058"},"modified":"2024-02-08T16:17:46","modified_gmt":"2024-02-08T15:17:46","slug":"regulation-ia","status":"publish","type":"post","link":"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/","title":{"rendered":"Pourquoi utiliser l\u2019Intelligence Artificielle (IA) pour la r\u00e9gulation  de vos transports sanitaires ?"},"content":{"rendered":"<p><b><span data-contrast=\"none\">L\u2019Intelligence Artificielle (IA) est une constellation de technologies diff\u00e9rentes qui permet aux machines de percevoir, comprendre, agir et apprendre \u00e0 des niveaux d\u2019intelligence comparables \u00e0 ceux des humains. <\/span><\/b><span data-contrast=\"none\">Si les fa\u00e7ons d\u2019exploiter l\u2019IA sont innombrables, le v\u00e9ritable enjeu r\u00e9side dans ce qu\u2019elle permet de r\u00e9aliser\u2026 Mais comment savoir o\u00f9 l\u2019appliquer en priorit\u00e9\u202f? Pour r\u00e9ussir votre d\u00e9ploiement, il va falloir que vous \u00e9tablissiez des objectifs strat\u00e9giques <\/span><span data-contrast=\"none\">\ud83c\udfaf.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Pour les transporteurs sanitaires \u2013 comme dans de nombreux autres domaines \u2013 il existe <\/span><b><span data-contrast=\"none\">un objectif de rentabilit\u00e9 qui est fortement corr\u00e9l\u00e9 par la r\u00e9gulation<\/span><\/b><span data-contrast=\"none\"> des transports de patients. D\u00e8s lors, lorsque l\u2019IA est utilis\u00e9e \u00e0 cette fin, elle leur offre 3 types d\u2019avantages :\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">\u2699<\/span><span data-contrast=\"none\">\ufe0f Des avantages organisationnels\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">\ud83d\udcb8 <\/span><span data-contrast=\"none\">Des avantages financiers<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">\ud83d\udcc8 <\/span><span data-contrast=\"none\">L\u2019am\u00e9lioration de la qualit\u00e9 de leurs services<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">L\u2019IA fluidifie la r\u00e9gulation des transports et optimise ainsi l\u2019utilisation des ressources humaines et mat\u00e9rielles, ce qui se traduit par <\/span><b><span data-contrast=\"none\">une r\u00e9duction in\u00e9luctable des co\u00fbts<\/span><\/b><span data-contrast=\"none\">. La cr\u00e9ation de plannings complexes est automatis\u00e9e, les t\u00e2ches r\u00e9p\u00e9titives sont r\u00e9duites et les collaborateurs sont plus productifs. <\/span><b><span data-contrast=\"none\">L\u2019IA change radicalement les m\u00e9thodes de travail<\/span><\/b><span data-contrast=\"none\"> et renforce ainsi le r\u00f4le que jouent les \u00e9quipes dans la g\u00e9n\u00e9ration de croissance.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Pour en savoir plus sur les avantages \u00e0 utiliser l\u2019IA pour la r\u00e9gulation de vos transports sanitaires, nous avons r\u00e9dig\u00e9 pour vous une infographie.\u202f<\/span><a href=\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/04\/Infographie_IAPourLaRegulation_v0.02.pdf\"><b><span data-contrast=\"none\">T\u00e9l\u00e9chargez-la gratuitement pour en savoir plus\u202f!<\/span><\/b><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/04\/Infographie_IAPourLaRegulation_v0.02.pdf\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"wp-image-7847 aligncenter\" src=\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/bandeautelechargementIAtransports-300x77.png\" alt=\"\" width=\"982\" height=\"252\" srcset=\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/bandeautelechargementIAtransports-300x77.png 300w, https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/bandeautelechargementIAtransports-768x196.png 768w, https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/bandeautelechargementIAtransports.png 796w\" sizes=\"(max-width: 982px) 100vw, 982px\" \/><\/a><\/p>\n<p><span data-contrast=\"none\">Synovo Group place les besoins de ses clients au centre de ses priorit\u00e9s, c\u2019est la raison pour laquelle nos \u00e9quipes travaillent au d\u00e9ploiement de l\u2019IA dans nos logiciels depuis de nombreuses ann\u00e9es. Nous sommes convaincus de la force technique qu\u2019elle repr\u00e9sente et <\/span><b><span data-contrast=\"none\">des avantages organisationnels et financiers<\/span><\/b><span data-contrast=\"none\"> qu\u2019elle peut offrir aux entreprises qui la mettent en place\u202f; c\u2019est pourquoi nous avons d\u00e9velopp\u00e9 notre propre algorithme de planification J+1 de Saphir.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Certains clients l\u2019ont mis en place et les retours sont unanimes\u202f:\u00a0<\/span><b><span data-contrast=\"none\"> l\u2019IA r\u00e9volutionne la r\u00e9gulation telle qu\u2019elle existe aujourd\u2019hui<\/span><\/b><span data-contrast=\"none\"> en\u202f:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">Supprimant toute d\u00e9pendance aux r\u00e9gulateurs existants <\/span><span data-contrast=\"none\">\u2705<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">R\u00e9duisant les transports \u00e0 vide <\/span><span data-contrast=\"none\">\u2705<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"none\">Am\u00e9liorant la rentabilit\u00e9 des soci\u00e9t\u00e9s\u00a0 <\/span><span data-contrast=\"none\">\u2705<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<h4><b><span data-contrast=\"none\">D\u00e9couvrez les t\u00e9moignages de nos clients\u202f<\/span><\/b><b><span data-contrast=\"none\">\u2b07<\/span><\/b><b><span data-contrast=\"none\">\ufe0f<\/span><\/b><b><span data-contrast=\"none\">\u2b07<\/span><\/b><b><span data-contrast=\"none\">\ufe0f<\/span><\/b><b><span data-contrast=\"none\">\u2b07<\/span><\/b><b><span data-contrast=\"none\">\ufe0f<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<blockquote>\n<p style=\"text-align: center;\"><span data-contrast=\"none\">\u00ab\u202fNous utilisons l\u2019algorithme de planification J+1 de Saphir depuis maintenant quelques mois et nous en sommes tr\u00e8s satisfaits. Les \u00e9quipes sont \u00e0 notre \u00e9coute et ont su personnaliser la formation \u00e0 nos besoins. L\u2019outil est simple et tr\u00e8s ergonomique\u202f; il facilite notamment la prise de d\u00e9cision et permet de mutualiser les v\u00e9hicules afin de r\u00e9duire les kilom\u00e8tres \u00e0 vide. Je le recommande ! \u00bb<\/span><\/p>\n<p style=\"text-align: center;\"><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:259}\"><b>Mathieu DEMERS<\/b><br \/>\nTransmeda \u2013 2022\u00a0<\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><span data-contrast=\"none\">\u00ab L\u2019algorithme de planification J+1 de Saphir est fonctionnel dans notre structure depuis maintenant 2 ans. Nous avons d\u00e9cid\u00e9 de nous en \u00e9quiper pour am\u00e9liorer notre rentabilit\u00e9, r\u00e9duire les kilom\u00e8tres \u00e0 vide et gagner du temps sur la r\u00e9gulation. L\u2019un des grands avantages de cette solution c\u2019est de pouvoir faire autre chose pendant l\u2019\u00e9dition du planning. Aussi, au-del\u00e0 de ces avantages, l\u2019algorithme est toujours impartial. \u00bb<\/span><span style=\"text-align: center;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:259}\"><br \/>\n<\/span><b style=\"text-align: center;\"><span data-contrast=\"none\"><br \/>\nAng\u00e9line REGNERY<\/span><\/b><span style=\"text-align: center;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559740&quot;:259}\"><br \/>\n<\/span><span style=\"text-align: center;\" data-contrast=\"none\">Ambulances Saint Paul \u2013 2022<\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><span style=\"text-align: center;\" data-contrast=\"none\">\u00ab Il y a 5 mois, nous avons d\u00e9cid\u00e9 d\u2019installer l\u2019algorithme de planification J+1 de Saphir pour optimiser les moyens humains et mat\u00e9riels, mais \u00e9galement pour gagner du temps dans la coordination. Les relations avec notre commercial \u00e9taient bonnes : nous avons eu des r\u00e9ponses tr\u00e8s rapides lors de nos sollicitations. A l\u2019usage, l\u2019algorithme est facile cependant il est important de bien configurer la base en amont. <\/span><span style=\"text-align: center;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><span data-contrast=\"none\">Je conseille \u00e0 toutes les soci\u00e9t\u00e9s de transport sanitaire de le mettre en place : il optimise les plannings, offre une meilleure gestion des heures et fait gagner du temps \u00bb<\/span><\/p>\n<p style=\"text-align: center;\"><b><span data-contrast=\"none\">LE BLANCHE Nicolas<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559740&quot;:259}\"><br \/>\n<\/span><span data-contrast=\"none\">Proxi Trans Ambulance \u2013 2022<\/span><\/p>\n<\/blockquote>\n<p><span data-contrast=\"none\">Vous souhaitez en savoir plus sur l\u2019<a href=\"https:\/\/www.synovo-group.com\/algorithme-de-planification-saphir\/\" target=\"_blank\" rel=\"noopener\">algorithme de planification<\/a> J+1 de Saphir\u202f? <\/span><a href=\"https:\/\/www.synovo-group.com\/contact-commercial-saphir\/\"><span data-contrast=\"none\">Prenez directement contact avec notre \u00e9quipe commerciale.\u00a0<\/span><\/a><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Et pour en savoir plus sur\u202f<\/span><a href=\"http:\/\/www.synovo-group.com\/\"><span data-contrast=\"none\">Synovo Group<\/span><\/a><span data-contrast=\"none\">\u202fou sur\u202f<\/span><a href=\"https:\/\/www.synovo-group.com\/software-solutions\/\"><span data-contrast=\"none\">nos logiciels<\/span><\/a><span data-contrast=\"none\">, consultez les pages qui leurs sont d\u00e9di\u00e9es ou\u202f<\/span><a href=\"https:\/\/www.synovo-group.com\/contact-commercial-saphir\/\"><span data-contrast=\"none\">contactez-nous<\/span><\/a><span data-contrast=\"none\">\u202f!\u202f<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L\u2019Intelligence Artificielle (IA) est une constellation de technologies diff\u00e9rentes qui permet aux machines de percevoir, comprendre, agir et apprendre \u00e0 des niveaux d\u2019intelligence comparables \u00e0 ceux des humains. Si les fa\u00e7ons d\u2019exploiter l\u2019IA sont innombrables, le v\u00e9ritable enjeu r\u00e9side dans ce qu\u2019elle permet de r\u00e9aliser\u2026 Mais comment savoir o\u00f9 l\u2019appliquer en priorit\u00e9\u202f? Pour r\u00e9ussir votre [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":7848,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[98],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pourquoi utiliser l\u2019Intelligence Artificielle (IA) pour la r\u00e9gulation de vos transports sanitaires ? | SYNOVO Group<\/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.synovo-group.com\/2022\/06\/08\/regulation-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pourquoi utiliser l\u2019Intelligence Artificielle (IA) pour la r\u00e9gulation de vos transports sanitaires ? | SYNOVO Group\" \/>\n<meta property=\"og:description\" content=\"L\u2019Intelligence Artificielle (IA) est une constellation de technologies diff\u00e9rentes qui permet aux machines de percevoir, comprendre, agir et apprendre \u00e0 des niveaux d\u2019intelligence comparables \u00e0 ceux des humains. Si les fa\u00e7ons d\u2019exploiter l\u2019IA sont innombrables, le v\u00e9ritable enjeu r\u00e9side dans ce qu\u2019elle permet de r\u00e9aliser\u2026 Mais comment savoir o\u00f9 l\u2019appliquer en priorit\u00e9\u202f? Pour r\u00e9ussir votre [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/\" \/>\n<meta property=\"og:site_name\" content=\"SYNOVO Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SynovoGroup\" \/>\n<meta property=\"article:published_time\" content=\"2022-06-08T06:44:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-08T15:17:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/26-IARegulationTransports.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1432\" \/>\n\t<meta property=\"og:image:height\" content=\"825\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Lisa RUMELHART\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lisa RUMELHART\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/\"},\"author\":{\"name\":\"Lisa RUMELHART\",\"@id\":\"https:\/\/www.synovo-group.com\/#\/schema\/person\/7caec1d9b866575fdaf927e1ccd973a6\"},\"headline\":\"Pourquoi utiliser l\u2019Intelligence Artificielle (IA) pour la r\u00e9gulation de vos transports sanitaires ?\",\"datePublished\":\"2022-06-08T06:44:42+00:00\",\"dateModified\":\"2024-02-08T15:17:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/\"},\"wordCount\":702,\"publisher\":{\"@id\":\"https:\/\/www.synovo-group.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.synovo-group.com\/wp-content\/uploads\/2022\/06\/26-IARegulationTransports.png\",\"articleSection\":[\"Software Solutions\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/\",\"url\":\"https:\/\/www.synovo-group.com\/2022\/06\/08\/regulation-ia\/\",\"name\":\"Pourquoi utiliser l\u2019Intelligence Artificielle (IA) pour la r\u00e9gulation de vos transports sanitaires ? 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