{"id":31902,"date":"2026-06-30T21:33:00","date_gmt":"2026-06-30T21:33:00","guid":{"rendered":"https:\/\/thecloud.group\/?p=31902"},"modified":"2026-06-29T21:35:10","modified_gmt":"2026-06-29T21:35:10","slug":"un-chatbot-a-ruine-la-reputation-de-lintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/thecloud.group\/fr\/chatbot-arruino-reputacion-inteligencia-artificial\/","title":{"rendered":"Le chatbot qui a ruin\u00e9 une r\u00e9putation\u00a0: ce que chaque entreprise devrait apprendre avant de mettre en \u0153uvre l\u2019intelligence artificielle"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"31902\" class=\"elementor elementor-31902\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cfd484e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfd484e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64f4c56\" data-id=\"64f4c56\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72fca4b elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"72fca4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/elementor\/thumbs\/logo-pd8scx7e21qrxkwrdlcuh7c8eeq4vmzqsjri81k6ps.png\" title=\"logo\" alt=\"logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a76af51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a76af51\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-cf15d65\" data-id=\"cf15d65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e993978 elementor-widget elementor-widget-heading\" data-id=\"e993978\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Le chatbot qui a ruin\u00e9 une r\u00e9putation\u00a0: ce que chaque entreprise devrait apprendre avant de mettre en \u0153uvre l\u2019intelligence artificielle<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c047b73 elementor-widget elementor-widget-heading\" data-id=\"c047b73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">30 juin 2026<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-5d61be3 e-flex e-con-boxed e-con e-parent\" data-id=\"5d61be3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d8f7c5 elementor-widget elementor-widget-heading\" data-id=\"2d8f7c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L&#039;intelligence artificielle peut am\u00e9liorer l&#039;exp\u00e9rience client\u2026 ou an\u00e9antir des ann\u00e9es de confiance en quelques minutes.<\/h2>\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-43acffb e-flex e-con-boxed e-con e-parent\" data-id=\"43acffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5b2d83 elementor-widget elementor-widget-text-editor\" data-id=\"a5b2d83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"707\" data-end=\"1061\">L&#039;intelligence artificielle r\u00e9volutionne la mani\u00e8re dont les entreprises interagissent avec leurs clients. Les assistants virtuels, les agents conversationnels, les chatbots intelligents et les syst\u00e8mes capables de r\u00e9pondre aux questions, de g\u00e9n\u00e9rer des propositions commerciales, de r\u00e9soudre les probl\u00e8mes et m\u00eame de conclure des ventes sans intervention humaine se g\u00e9n\u00e9ralisent.<\/p><p data-start=\"1063\" data-end=\"1275\">Pour de nombreuses organisations, ces syst\u00e8mes repr\u00e9sentent une opportunit\u00e9 extraordinaire de r\u00e9duire les co\u00fbts d&#039;exploitation, d&#039;am\u00e9liorer les d\u00e9lais de r\u00e9ponse et d&#039;offrir une assistance 24h\/24 et 7j\/7.<\/p><p data-start=\"1277\" data-end=\"1356\">Cependant, il existe une r\u00e9alit\u00e9 que beaucoup d&#039;entreprises d\u00e9couvrent trop tard.<\/p><p data-start=\"1358\" data-end=\"1415\">Les clients ne font pas la diff\u00e9rence entre un chatbot et l&#039;entreprise.<\/p><p data-start=\"1417\" data-end=\"1616\">Lorsqu&#039;un syst\u00e8me d&#039;intelligence artificielle r\u00e9pond incorrectement, fournit de fausses informations, interpr\u00e8te mal une requ\u00eate ou g\u00e9n\u00e8re une exp\u00e9rience n\u00e9gative, l&#039;utilisateur ne bl\u00e2me pas l&#039;algorithme.<\/p><p data-start=\"1618\" data-end=\"1635\">C&#039;est la faute de la marque.<\/p><p data-start=\"1637\" data-end=\"1994\">Ces derni\u00e8res ann\u00e9es, de nombreux cas ont r\u00e9v\u00e9l\u00e9 que les assistants intelligents ont engendr\u00e9 des pertes financi\u00e8res, des probl\u00e8mes juridiques et des crises de r\u00e9putation en raison de r\u00e9ponses erron\u00e9es, d&#039;informations falsifi\u00e9es ou de d\u00e9cisions automatis\u00e9es mal con\u00e7ues. La technologie fonctionnait, mais le probl\u00e8me r\u00e9sidait dans le manque de supervision, de gouvernance et d&#039;architecture d&#039;entreprise.<\/p><p data-start=\"1996\" data-end=\"2075\">La question n&#039;est plus de savoir si les entreprises doivent utiliser l&#039;intelligence artificielle.<\/p><p data-start=\"2077\" data-end=\"2172\">La vraie question est de savoir comment y parvenir sans compromettre la confiance b\u00e2tie au fil des ann\u00e9es.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f9856da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f9856da\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12b89ad8\" data-id=\"12b89ad8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-30fd7bef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30fd7bef\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-54308f1a\" data-id=\"54308f1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-561f661 elementor-widget elementor-widget-heading\" data-id=\"561f661\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">La r\u00e9putation d&#039;une entreprise prend des ann\u00e9es \u00e0 se construire et quelques secondes \u00e0 se d\u00e9t\u00e9riorer.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ec288ca elementor-widget elementor-widget-text-editor\" data-id=\"4ec288ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"2262\" data-end=\"2483\">La confiance a toujours \u00e9t\u00e9 l&#039;un des atouts les plus pr\u00e9cieux de toute organisation, qu&#039;il s&#039;agisse d&#039;une institution financi\u00e8re, d&#039;une entreprise technologique, d&#039;une compagnie d&#039;assurance, d&#039;un h\u00f4pital ou d&#039;une entreprise de commerce \u00e9lectronique.<\/p><p data-start=\"2485\" data-end=\"2541\">Les clients prennent leurs d\u00e9cisions en fonction de la confiance.<\/p><p data-start=\"2543\" data-end=\"2709\">Pendant des d\u00e9cennies, les organisations ont investi d&#039;\u00e9normes ressources pour se forger une solide r\u00e9putation gr\u00e2ce \u00e0 la qualit\u00e9, au service, \u00e0 la conformit\u00e9 et \u00e0 l&#039;exp\u00e9rience client.<\/p><p data-start=\"2711\" data-end=\"2793\">Cette r\u00e9putation d\u00e9pend d\u00e9sormais aussi de la fa\u00e7on dont l&#039;intelligence artificielle r\u00e9agit.<\/p><p data-start=\"2795\" data-end=\"3113\">Un chatbot fournissant des informations tarifaires erron\u00e9es peut engendrer des litiges commerciaux. Un assistant virtuel interpr\u00e9tant mal la politique de l&#039;entreprise peut susciter des plaintes. Un agent intelligent r\u00e9pondant de mani\u00e8re inappropri\u00e9e peut d\u00e9clencher une crise de communication.<\/p><p data-start=\"3115\" data-end=\"3215\">Ce qui est inqui\u00e9tant, c&#039;est que ces erreurs ont tendance \u00e0 se propager beaucoup plus vite que les bonnes exp\u00e9riences.<\/p><p data-start=\"3217\" data-end=\"3429\">Dans un environnement o\u00f9 une capture d&#039;\u00e9cran peut faire le tour du monde en quelques minutes, la gestion de l&#039;IA cesse d&#039;\u00eatre un probl\u00e8me technologique et devient un enjeu strat\u00e9gique de r\u00e9putation d&#039;entreprise.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a12c5d5 elementor-widget elementor-widget-heading\" data-id=\"a12c5d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quand l&#039;IA r\u00e9pond avec certitude\u2026 m\u00eame quand elle a compl\u00e8tement tort.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d93eac6 elementor-widget elementor-widget-text-editor\" data-id=\"d93eac6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"3516\" data-end=\"3691\">L&#039;un des comportements les plus complexes des mod\u00e8les de langage modernes est leur capacit\u00e9 \u00e0 r\u00e9pondre avec une autorit\u00e9 apparente m\u00eame lorsque l&#039;information est incorrecte.<\/p><p data-start=\"3693\" data-end=\"3875\">Ce ph\u00e9nom\u00e8ne, connu sous le nom de <em data-start=\"3722\" data-end=\"3737\">hallucination<\/em>, Cela se produit lorsqu&#039;un mod\u00e8le g\u00e9n\u00e8re du contenu erron\u00e9, invente des donn\u00e9es ou interpr\u00e8te mal le contexte sans se rendre compte de son erreur.<\/p><p data-start=\"3877\" data-end=\"4055\">Contrairement \u00e0 un syst\u00e8me traditionnel qui affiche g\u00e9n\u00e9ralement un message d&#039;erreur lorsqu&#039;il ne trouve pas d&#039;informations, un mod\u00e8le g\u00e9n\u00e9ratif tente souvent de r\u00e9pondre malgr\u00e9 tout.<\/p><p data-start=\"4057\" data-end=\"4123\">Du point de vue de l&#039;utilisateur, la r\u00e9ponse semble professionnelle.<\/p><p data-start=\"4125\" data-end=\"4147\">C&#039;est bien \u00e9crit.<\/p><p data-start=\"4149\" data-end=\"4166\">Elle poss\u00e8de une structure.<\/p><p data-start=\"4168\" data-end=\"4185\">C&#039;est logique.<\/p><p data-start=\"4187\" data-end=\"4244\">Mais elle peut contenir des informations totalement erron\u00e9es.<\/p><p data-start=\"4246\" data-end=\"4305\">Dans un contexte commercial, cela repr\u00e9sente un risque \u00e9norme.<\/p><p data-start=\"4307\" data-end=\"4468\">Une r\u00e9ponse incorrecte concernant les garanties, les contrats, les r\u00e9glementations, les produits ou les politiques internes peut avoir des cons\u00e9quences \u00e9conomiques, juridiques et en termes de r\u00e9putation.<\/p><p data-start=\"4470\" data-end=\"4629\">Par cons\u00e9quent, mettre en \u0153uvre une IA sans m\u00e9canismes de validation revient \u00e0 autoriser un porte-parole de l&#039;entreprise \u00e0 improviser des r\u00e9ponses devant des milliers de clients chaque jour.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c329f80 elementor-widget elementor-widget-heading\" data-id=\"c329f80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les erreurs les plus co\u00fbteuses sont rarement d&#039;ordre technique.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e95d840 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e95d840\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-de87e3b\" data-id=\"de87e3b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4996ec1 elementor-widget elementor-widget-text-editor\" data-id=\"4996ec1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"4687\" data-end=\"4812\">Lorsqu&#039;il est question d&#039;intelligence artificielle, de nombreuses organisations s&#039;inqui\u00e8tent de l&#039;infrastructure, des performances ou de l&#039;int\u00e9gration.<\/p><p data-start=\"4814\" data-end=\"4896\">Cependant, les probl\u00e8mes qui affectent le plus la r\u00e9putation ont g\u00e9n\u00e9ralement une origine diff\u00e9rente.<\/p><p data-start=\"4898\" data-end=\"4944\">Une IA peut promettre des r\u00e9ductions inexistantes.<\/p><p data-start=\"4946\" data-end=\"5004\">Vous risquez de mal interpr\u00e9ter les termes commerciaux.<\/p><p data-start=\"5006\" data-end=\"5073\">Cela peut susciter des r\u00e9actions contradictoires chez diff\u00e9rents clients.<\/p><p data-start=\"5075\" data-end=\"5143\">Vous pourriez utiliser un ton inappropri\u00e9 dans certaines situations.<\/p><p data-start=\"5145\" data-end=\"5232\">Elle peut m\u00eame formuler des recommandations qui contredisent les politiques internes de l&#039;entreprise.<\/p><p data-start=\"5234\" data-end=\"5302\">Aucune de ces erreurs ne survient en raison d&#039;une d\u00e9faillance de la technologie.<\/p><p data-start=\"5304\" data-end=\"5426\">Elles apparaissent g\u00e9n\u00e9ralement parce que l&#039;organisation a mis en \u0153uvre un mod\u00e8le sans avoir correctement con\u00e7u les processus qu&#039;elle devrait suivre.<\/p><p data-start=\"5428\" data-end=\"5473\">L&#039;intelligence artificielle a besoin de contexte.<\/p><p data-start=\"5475\" data-end=\"5491\">Il faut des r\u00e8gles.<\/p><p data-start=\"5493\" data-end=\"5510\">Il faut lui fixer des limites.<\/p><p data-start=\"5512\" data-end=\"5533\">Cela n\u00e9cessite une supervision.<\/p><p data-start=\"5535\" data-end=\"5676\">En l&#039;absence de ces \u00e9l\u00e9ments, m\u00eame les meilleurs mod\u00e8les peuvent produire des r\u00e9sultats qui affectent directement la perception du client.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47dfa6f elementor-widget elementor-widget-heading\" data-id=\"47dfa6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le vrai probl\u00e8me n&#039;est pas le chatbot, mais le manque d&#039;architecture.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-62352b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62352b8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ed1a409\" data-id=\"ed1a409\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31ba1ee elementor-widget elementor-widget-text-editor\" data-id=\"31ba1ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"5755\" data-end=\"5892\">De nombreuses entreprises pensent que la mise en place d&#039;un chatbot consiste uniquement \u00e0 le connecter \u00e0 un mod\u00e8le de langage et \u00e0 le publier sur leur site web.<\/p><p data-start=\"5894\" data-end=\"5928\">La r\u00e9alit\u00e9 est bien plus complexe.<\/p><p data-start=\"5930\" data-end=\"6048\">Un chatbot d&#039;entreprise doit s&#039;int\u00e9grer aux syst\u00e8mes CRM, ERP, aux bases de connaissances, aux syst\u00e8mes documentaires et aux processus internes.<\/p><p data-start=\"6050\" data-end=\"6093\">Vous devez consulter les informations mises \u00e0 jour.<\/p><p data-start=\"6095\" data-end=\"6135\">Vous devez comprendre le contexte du client.<\/p><p data-start=\"6137\" data-end=\"6178\">Vous devez respecter les politiques commerciales.<\/p><p data-start=\"6180\" data-end=\"6264\">Vous devez conna\u00eetre les stocks, les calendriers, les conditions contractuelles et les processus op\u00e9rationnels.<\/p><p data-start=\"6266\" data-end=\"6384\">Si vous travaillez avec des informations incompl\u00e8tes ou obsol\u00e8tes, vous finirez in\u00e9vitablement par produire des r\u00e9ponses incoh\u00e9rentes.<\/p><p data-start=\"6386\" data-end=\"6455\">C\u2019est pourquoi les projets r\u00e9ussis ne commencent pas par le d\u00e9veloppement d\u2019un chatbot.<\/p><p data-start=\"6457\" data-end=\"6519\">Ils commencent par construire une architecture de l&#039;information solide.<\/p><p data-start=\"6521\" data-end=\"6611\">La qualit\u00e9 de l&#039;assistant d\u00e9pendra toujours de la qualit\u00e9 de l&#039;\u00e9cosyst\u00e8me qui le sous-tend.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aee2830 elementor-widget elementor-widget-heading\" data-id=\"aee2830\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">La gouvernance de l&#039;IA sera aussi importante que le service client.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc20c11 elementor-widget elementor-widget-text-editor\" data-id=\"dc20c11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"6690\" data-end=\"6831\">\u00c0 mesure que les agents intelligents commencent \u00e0 assumer des fonctions commerciales, la gouvernance cesse d&#039;\u00eatre un concept exclusivement technique.<\/p><p data-start=\"6833\" data-end=\"6893\">D\u00e9sormais, cela influence directement l&#039;exp\u00e9rience client.<\/p><p data-start=\"6895\" data-end=\"7135\">Les organisations doivent d\u00e9finir qui supervise les r\u00e9ponses, comment les connaissances du mod\u00e8le sont mises \u00e0 jour, quel type d&#039;informations il peut partager et comment sont trait\u00e9s les cas o\u00f9 l&#039;IA n&#039;est pas suffisamment s\u00fbre d&#039;elle pour r\u00e9pondre.<\/p><p data-start=\"7137\" data-end=\"7202\">La gouvernance implique \u00e9galement la mise en place de m\u00e9canismes d&#039;audit.<\/p><p data-start=\"7204\" data-end=\"7252\">Toute r\u00e9ponse importante doit \u00eatre tra\u00e7able.<\/p><p data-start=\"7254\" data-end=\"7301\">Toute d\u00e9cision automatis\u00e9e doit \u00eatre explicable.<\/p><p data-start=\"7303\" data-end=\"7363\">Chaque erreur doit \u00eatre analys\u00e9e afin d&#039;\u00e9viter qu&#039;elle ne se reproduise.<\/p><p data-start=\"7365\" data-end=\"7402\">Cette approche ne limite pas l&#039;innovation.<\/p><p data-start=\"7404\" data-end=\"7417\">Au contraire.<\/p><p data-start=\"7419\" data-end=\"7507\">Elle permet \u00e0 l&#039;intelligence artificielle de se d\u00e9velopper en toute s\u00e9curit\u00e9 au sein de l&#039;organisation.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-75516cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75516cc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-8d03ff3\" data-id=\"8d03ff3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-90a088d elementor-widget elementor-widget-heading\" data-id=\"90a088d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les clients continueront d&#039;accorder de l&#039;importance \u00e0 l&#039;exp\u00e9rience humaine.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f0654e elementor-widget elementor-widget-text-editor\" data-id=\"6f0654e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"7572\" data-end=\"7685\">Il existe une id\u00e9e fausse selon laquelle l&#039;IA finira par remplacer compl\u00e8tement le service client.<\/p><p data-start=\"7687\" data-end=\"7735\">La r\u00e9alit\u00e9 semble indiquer un sc\u00e9nario diff\u00e9rent.<\/p><p data-start=\"7737\" data-end=\"7815\">Les clients appr\u00e9cient la rapidit\u00e9 d&#039;un chatbot pour r\u00e9soudre les questions simples.<\/p><p data-start=\"7817\" data-end=\"7942\">Mais face \u00e0 des situations complexes, d\u00e9licates ou importantes sur le plan \u00e9motionnel, ils s&#039;attendent toujours \u00e0 pouvoir parler \u00e0 une personne.<\/p><p data-start=\"7944\" data-end=\"8006\">Les entreprises les plus performantes d\u00e9veloppent des mod\u00e8les hybrides.<\/p><p data-start=\"8008\" data-end=\"8113\">L&#039;intelligence artificielle r\u00e9sout les t\u00e2ches r\u00e9p\u00e9titives, r\u00e9pond aux questions fr\u00e9quemment pos\u00e9es et acc\u00e9l\u00e8re les processus.<\/p><p data-start=\"8115\" data-end=\"8207\">Les \u00e9quipes humaines interviennent lorsque le contexte exige de l&#039;empathie, du jugement ou de la n\u00e9gociation.<\/p><p data-start=\"8209\" data-end=\"8297\">Cet \u00e9quilibre permet d&#039;am\u00e9liorer l&#039;efficacit\u00e9 sans sacrifier l&#039;exp\u00e9rience client.<\/p><p data-start=\"8299\" data-end=\"8356\">Parce que la confiance reste profond\u00e9ment humaine.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6888c8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6888c8c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3b7714b\" data-id=\"3b7714b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fcee31 elementor-widget elementor-widget-heading\" data-id=\"1fcee31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L&#039;observabilit\u00e9 prot\u00e8ge \u00e9galement la r\u00e9putation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd0ed44 elementor-widget elementor-widget-text-editor\" data-id=\"fd0ed44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"8415\" data-end=\"8561\">De nombreuses organisations mettent en \u0153uvre l&#039;intelligence artificielle et se contentent de surveiller des indicateurs techniques tels que la disponibilit\u00e9 ou les temps de r\u00e9ponse.<\/p><p data-start=\"8563\" data-end=\"8620\">Cependant, il existe d&#039;autres indicateurs tout aussi importants.<\/p><p data-start=\"8622\" data-end=\"8672\">Quel pourcentage des r\u00e9ponses n\u00e9cessitent une correction ?<\/p><p data-start=\"8674\" data-end=\"8715\">Dans quels domaines \u00e9choue-t-il le plus souvent\u00a0?<\/p><p data-start=\"8717\" data-end=\"8766\">Quelles conversations g\u00e9n\u00e8rent le plus d&#039;insatisfaction ?<\/p><p data-start=\"8768\" data-end=\"8828\">Quelles requ\u00eates finissent par \u00eatre transmises \u00e0 un agent humain\u00a0?<\/p><p data-start=\"8830\" data-end=\"8929\">L&#039;observabilit\u00e9 permet de d\u00e9tecter les tendances avant qu&#039;elles ne deviennent des probl\u00e8mes de r\u00e9putation.<\/p><p data-start=\"8931\" data-end=\"8982\">Il ne suffit pas de savoir que le chatbot fonctionne.<\/p><p data-start=\"8984\" data-end=\"9035\">Il est \u00e9galement n\u00e9cessaire de savoir si cela g\u00e9n\u00e8re de la valeur.<\/p><p data-start=\"9037\" data-end=\"9131\">Et cette diff\u00e9rence peut \u00e9viter des crises qui, autrement, passeraient inaper\u00e7ues pendant des semaines.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8efa6ff elementor-widget elementor-widget-heading\" data-id=\"8efa6ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comment The Cloud Group aide \u00e0 mettre en \u0153uvre l&#039;IA sans compromettre la r\u00e9putation de l&#039;entreprise<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a6c3f3 elementor-widget elementor-widget-text-editor\" data-id=\"4a6c3f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"9232\" data-end=\"9443\">Au <span class=\"\" data-state=\"closed\"><a class=\"decorated-link\" href=\"https:\/\/thecloud.group\/fr\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">Le groupe Cloud<\/a><\/span> Nous aidons les organisations \u00e0 concevoir des solutions d&#039;intelligence artificielle qui fonctionnent de mani\u00e8re s\u00e9curis\u00e9e, \u00e9volutive et en ad\u00e9quation avec leurs objectifs commerciaux.<\/p><p data-start=\"9445\" data-end=\"9693\">Notre approche int\u00e8gre l&#039;architecture d&#039;entreprise, la gouvernance de l&#039;IA, l&#039;observabilit\u00e9, l&#039;automatisation intelligente, l&#039;int\u00e9gration CRM et ERP, et le d\u00e9veloppement d&#039;agents d&#039;entreprise capables d&#039;offrir des exp\u00e9riences de confiance aux clients et aux employ\u00e9s.<\/p><p data-start=\"9695\" data-end=\"9748\">Nous ne pensons pas qu&#039;un chatbot doive uniquement \u00eatre rapide.<\/p><p data-start=\"9750\" data-end=\"9861\">Nous estimons qu&#039;il doit \u00eatre pr\u00e9cis, s\u00e9curis\u00e9, auditable et capable de repr\u00e9senter fid\u00e8lement les valeurs de l&#039;entreprise.<\/p><p data-start=\"9863\" data-end=\"9956\">Car lorsque l&#039;intelligence artificielle s&#039;adresse \u00e0 un client, ce n&#039;est pas un algorithme qui parle.<\/p><p data-start=\"9958\" data-end=\"9981\">La marque s&#039;exprime.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ff5ad6 elementor-widget elementor-widget-heading\" data-id=\"4ff5ad6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Foire aux questions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd053ca elementor-widget elementor-widget-n-accordion\" data-id=\"dd053ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accord\u00e9on. Ouvrez les liens avec Entr\u00e9e ou Espace, fermez-les avec \u00c9chap et naviguez avec les fl\u00e8ches directionnelles.\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2310\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2310\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quels risques un chatbot dot\u00e9 d&#039;intelligence artificielle peut-il engendrer\u00a0? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2310\" class=\"elementor-element elementor-element-d54de88 e-con-full e-flex e-con e-child\" data-id=\"d54de88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a47a43e elementor-widget elementor-widget-text-editor\" data-id=\"a47a43e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"9805\" data-end=\"9928\">En l&#039;absence de surveillance ad\u00e9quate, elle peut fournir des informations erron\u00e9es, g\u00e9n\u00e9rer des r\u00e9ponses incoh\u00e9rentes, nuire \u00e0 l&#039;exp\u00e9rience client et engendrer des probl\u00e8mes juridiques ou de r\u00e9putation.<\/p><h2 class=\"\" data-section-id=\"1qik0c0\" data-start=\"9930\" data-end=\"9973\">\u00a0<\/h2>\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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2311\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2311\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Que sont les hallucinations en intelligence artificielle ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2311\" class=\"elementor-element elementor-element-9bfc2b4 e-con-full e-flex e-con e-child\" data-id=\"9bfc2b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb0a73a elementor-widget elementor-widget-text-editor\" data-id=\"cb0a73a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"9164\" data-end=\"9272\">Il s&#039;agit de r\u00e9ponses g\u00e9n\u00e9r\u00e9es par un mod\u00e8le de langage qui semblent correctes, mais qui contiennent des informations fausses, fabriqu\u00e9es ou mal interpr\u00e9t\u00e9es.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2312\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2312\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Comment emp\u00eacher un chatbot de fournir des informations incorrectes\u00a0? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2312\" class=\"elementor-element elementor-element-063bd68 e-con-full e-flex e-con e-child\" data-id=\"063bd68\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-611b11c elementor-widget elementor-widget-text-editor\" data-id=\"611b11c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gr\u00e2ce \u00e0 l&#039;architecture des donn\u00e9es, l&#039;int\u00e9gration aux syst\u00e8mes d&#039;entreprise, la gouvernance, l&#039;observabilit\u00e9 et la surveillance continue.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2313\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2313\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> L&#039;IA remplacera-t-elle compl\u00e8tement les soins humains\u00a0? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2313\" class=\"elementor-element elementor-element-b534740 e-flex e-con-boxed e-con e-child\" data-id=\"b534740\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df8b1d7 elementor-widget elementor-widget-text-editor\" data-id=\"df8b1d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Non. La tendance est \u00e0 l&#039;\u00e9volution vers des mod\u00e8les hybrides o\u00f9 l&#039;IA automatise les t\u00e2ches r\u00e9p\u00e9titives et o\u00f9 les humains g\u00e8rent les situations complexes.<\/p>\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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2314\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2314\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quel r\u00f4le joue la gouvernance de l&#039;IA ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2314\" class=\"elementor-element elementor-element-f508092 e-flex e-con-boxed e-con e-child\" data-id=\"f508092\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a782ad elementor-widget elementor-widget-text-editor\" data-id=\"3a782ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Elle garantit que les mod\u00e8les fonctionnent conform\u00e9ment aux politiques d\u00e9finies, respectent les processus m\u00e9tier et peuvent \u00eatre audit\u00e9s en cas de besoin.<\/p>\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\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-4ec25a0 e-flex e-con-boxed e-con e-parent\" data-id=\"4ec25a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca71b17 elementor-widget elementor-widget-text-editor\" data-id=\"ca71b17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"11062\" data-end=\"11154\">L&#039;intelligence artificielle transforme la relation entre les entreprises et leurs clients.<\/p><p data-start=\"11156\" data-end=\"11265\">Il n&#039;avait jamais \u00e9t\u00e9 possible de g\u00e9rer simultan\u00e9ment des milliers de conversations avec un tel niveau d&#039;efficacit\u00e9.<\/p><p data-start=\"11267\" data-end=\"11338\">Cependant, cette capacit\u00e9 implique \u00e9galement une \u00e9norme responsabilit\u00e9.<\/p><p data-start=\"11340\" data-end=\"11386\">Chaque r\u00e9ponse incorrecte affecte la confiance.<\/p><p data-start=\"11388\" data-end=\"11443\">Chaque d\u00e9cision automatis\u00e9e a un impact sur la r\u00e9putation.<\/p><p data-start=\"11445\" data-end=\"11544\">Chaque interaction repr\u00e9sente une opportunit\u00e9 de renforcer ou d&#039;affaiblir la relation avec le client.<\/p><p data-start=\"11546\" data-end=\"11672\">C\u2019est pourquoi les organisations qui m\u00e8neront cette nouvelle \u00e9tape ne seront pas seulement celles qui mettront en \u0153uvre davantage d\u2019intelligence artificielle.<\/p><p data-start=\"11674\" data-end=\"11782\">Ceux qui apprendront \u00e0 la gouverner, \u00e0 la superviser et \u00e0 en faire un prolongement fiable de leur marque seront ceux qui r\u00e9ussiront.<\/p><p data-start=\"11784\" data-end=\"11863\">Car dans l&#039;\u00e9conomie num\u00e9rique, la confiance demeure l&#039;atout le plus pr\u00e9cieux.<\/p><p data-start=\"11865\" data-end=\"11912\" data-is-last-node=\"\" data-is-only-node=\"\">Et aucune technologie ne devrait la mettre en p\u00e9ril.<\/p>\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<div class=\"elementor-element elementor-element-0bafad2 e-flex e-con-boxed e-con e-parent\" data-id=\"0bafad2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2776e2f e-con-full e-flex e-con e-child\" data-id=\"2776e2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-313fb2f elementor-widget elementor-widget-image\" data-id=\"313fb2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-31904\" alt=\"L&#039;\u00e9quipe de direction r\u00e9agit \u00e0 une crise provoqu\u00e9e par un chatbot d&#039;intelligence artificielle qui a nui \u00e0 la r\u00e9putation de l&#039;entreprise.\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d096db elementor-widget elementor-widget-image\" data-id=\"5d096db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-31905\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Executives_staring_at_screen_mis\u2026_202606291631-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f22134d elementor-widget elementor-widget-image\" data-id=\"f22134d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-31869\" alt=\"Des dirigeants inquiets analysent les risques li\u00e9s \u00e0 l&#039;IA fant\u00f4me et \u00e0 l&#039;utilisation non autoris\u00e9e de l&#039;intelligence artificielle en entreprise.\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Employees_using_AI_secretly_202606231150-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Dans le vaste paysage num\u00e9rique du XXIe si\u00e8cle, la s\u00e9curit\u00e9 est la pierre angulaire de toute entreprise. Les vuln\u00e9rabilit\u00e9s en mati\u00e8re de cybers\u00e9curit\u00e9 ne font aucune distinction entre les grandes entreprises et les jeunes pousses prometteuses.<\/p>","protected":false},"author":20,"featured_media":31904,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[859],"tags":[897,896,883],"class_list":["post-31902","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ia","tag-erp-a-la-medida","tag-producto-digital","tag-sistemas-empresariales"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial | The Cloud Group<\/title>\n<meta name=\"description\" content=\"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. Caso real publicado.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecloud.group\/fr\/un-chatbot-a-ruine-la-reputation-de-lintelligence-artificielle\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial\" \/>\n<meta property=\"og:description\" content=\"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. Caso real publicado.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thecloud.group\/fr\/un-chatbot-a-ruine-la-reputation-de-lintelligence-artificielle\/\" \/>\n<meta property=\"og:site_name\" content=\"The Cloud Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/thecloudgroupglobal\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-30T21:33:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Paula Franco\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Paula Franco\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/\"},\"author\":{\"name\":\"Paula Franco\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#\\\/schema\\\/person\\\/9292d905a1c98ea7345e5e71a5fe341f\"},\"headline\":\"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial\",\"datePublished\":\"2026-06-30T21:33:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/\"},\"wordCount\":1781,\"publisher\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\",\"keywords\":[\"erp a la medida\",\"producto digital\",\"sistemas empresariales\"],\"articleSection\":[\"Data &amp; IA\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/\",\"url\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/\",\"name\":\"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial | The Cloud Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\",\"datePublished\":\"2026-06-30T21:33:00+00:00\",\"description\":\"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. Caso real publicado.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\",\"contentUrl\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg\",\"width\":1024,\"height\":1024,\"caption\":\"Una mala implementaci\u00f3n de chatbots con inteligencia artificial puede afectar la reputaci\u00f3n, la confianza de los clientes y la imagen de una empresa.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/chatbot-arruino-reputacion-inteligencia-artificial\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/thecloud.group\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#website\",\"url\":\"https:\\\/\\\/thecloud.group\\\/\",\"name\":\"The Cloud Group\",\"description\":\"|\u00a0Holding Internacional de Servicios\",\"publisher\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thecloud.group\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#organization\",\"name\":\"The Cloud Group - Holding International de Servicios\",\"url\":\"https:\\\/\\\/thecloud.group\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/logoSmallFirmaCorreo.png\",\"contentUrl\":\"https:\\\/\\\/thecloud.group\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/logoSmallFirmaCorreo.png\",\"width\":300,\"height\":190,\"caption\":\"The Cloud Group - Holding International de Servicios\"},\"image\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/thecloudgroupglobal\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#\\\/schema\\\/person\\\/9292d905a1c98ea7345e5e71a5fe341f\",\"name\":\"Paula Franco\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g\",\"caption\":\"Paula Franco\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Le chatbot qui a ruin\u00e9 une r\u00e9putation\u00a0: ce que chaque entreprise devrait apprendre avant de mettre en \u0153uvre l\u2019intelligence artificielle | The Cloud Group","description":"Num\u00e9risation des archives du Parlement de Guin\u00e9e \u00e9quatoriale\u00a0: p\u00e9rim\u00e8tre, d\u00e9fis techniques, solution et r\u00e9sultats. \u00c9tude de cas publi\u00e9e.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thecloud.group\/fr\/un-chatbot-a-ruine-la-reputation-de-lintelligence-artificielle\/","og_locale":"fr_FR","og_type":"article","og_title":"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial","og_description":"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. Caso real publicado.","og_url":"https:\/\/thecloud.group\/fr\/un-chatbot-a-ruine-la-reputation-de-lintelligence-artificielle\/","og_site_name":"The Cloud Group","article_publisher":"https:\/\/www.facebook.com\/thecloudgroupglobal","article_published_time":"2026-06-30T21:33:00+00:00","og_image":[{"width":1024,"height":1024,"url":"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg","type":"image\/jpeg"}],"author":"Paula Franco","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Paula Franco","Dur\u00e9e de lecture estim\u00e9e":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#article","isPartOf":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/"},"author":{"name":"Paula Franco","@id":"https:\/\/thecloud.group\/#\/schema\/person\/9292d905a1c98ea7345e5e71a5fe341f"},"headline":"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial","datePublished":"2026-06-30T21:33:00+00:00","mainEntityOfPage":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/"},"wordCount":1781,"publisher":{"@id":"https:\/\/thecloud.group\/#organization"},"image":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#primaryimage"},"thumbnailUrl":"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg","keywords":["erp a la medida","producto digital","sistemas empresariales"],"articleSection":["Data &amp; IA"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/","url":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/","name":"Le chatbot qui a ruin\u00e9 une r\u00e9putation\u00a0: ce que chaque entreprise devrait apprendre avant de mettre en \u0153uvre l\u2019intelligence artificielle | The Cloud Group","isPartOf":{"@id":"https:\/\/thecloud.group\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#primaryimage"},"image":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#primaryimage"},"thumbnailUrl":"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg","datePublished":"2026-06-30T21:33:00+00:00","description":"Num\u00e9risation des archives du Parlement de Guin\u00e9e \u00e9quatoriale\u00a0: p\u00e9rim\u00e8tre, d\u00e9fis techniques, solution et r\u00e9sultats. \u00c9tude de cas publi\u00e9e.","breadcrumb":{"@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#primaryimage","url":"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg","contentUrl":"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/06\/Chatbot_interface_versus_server_\u2026_202606291628.jpeg","width":1024,"height":1024,"caption":"Una mala implementaci\u00f3n de chatbots con inteligencia artificial puede afectar la reputaci\u00f3n, la confianza de los clientes y la imagen de una empresa."},{"@type":"BreadcrumbList","@id":"https:\/\/thecloud.group\/chatbot-arruino-reputacion-inteligencia-artificial\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/thecloud.group\/"},{"@type":"ListItem","position":2,"name":"El Chatbot que Arruin\u00f3 una Reputaci\u00f3n: Lo Que Toda Empresa Debe Aprender Antes de Implementar Inteligencia Artificial"}]},{"@type":"WebSite","@id":"https:\/\/thecloud.group\/#website","url":"https:\/\/thecloud.group\/","name":"Le groupe Cloud","description":"| Soci\u00e9t\u00e9 de services internationaux","publisher":{"@id":"https:\/\/thecloud.group\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thecloud.group\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/thecloud.group\/#organization","name":"The Cloud Group - Soci\u00e9t\u00e9 de services internationaux","url":"https:\/\/thecloud.group\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/thecloud.group\/#\/schema\/logo\/image\/","url":"https:\/\/thecloud.group\/wp-content\/uploads\/2020\/05\/logoSmallFirmaCorreo.png","contentUrl":"https:\/\/thecloud.group\/wp-content\/uploads\/2020\/05\/logoSmallFirmaCorreo.png","width":300,"height":190,"caption":"The Cloud Group - Holding International de Servicios"},"image":{"@id":"https:\/\/thecloud.group\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/thecloudgroupglobal"]},{"@type":"Person","@id":"https:\/\/thecloud.group\/#\/schema\/person\/9292d905a1c98ea7345e5e71a5fe341f","name":"Paula Franco","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8622dc6801e07daa51e09fd706fb55b2bdf9cada1ade4ab996fb3b4549e9214c?s=96&d=mm&r=g","caption":"Paula Franco"}}]}},"_links":{"self":[{"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/posts\/31902","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/comments?post=31902"}],"version-history":[{"count":5,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/posts\/31902\/revisions"}],"predecessor-version":[{"id":31909,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/posts\/31902\/revisions\/31909"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/media\/31904"}],"wp:attachment":[{"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/media?parent=31902"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/categories?post=31902"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thecloud.group\/fr\/wp-json\/wp\/v2\/tags?post=31902"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}