{"id":194233,"date":"2026-06-26T14:47:01","date_gmt":"2026-06-26T14:47:01","guid":{"rendered":"https:\/\/sinch.com\/ai-production-paradox\/chapter\/vrai-cout-echecs\/"},"modified":"2026-11-04T11:10:57","modified_gmt":"2026-11-04T11:10:57","slug":"vrai-cout-echecs","status":"publish","type":"ai-prod-chapter","link":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/","title":{"rendered":"Le v\u00e9ritable co\u00fbt des \u00e9checs de gouvernance"},"content":{"rendered":"    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-light-subtle\" data-theme=\"dark\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-2 ps-md-7 ps-lg-10\">\r\n                        \n<div class=\"chart longform-spacings d-flex flex-column gap-3\">\r\n    <div class=\"rounded-lg bg-light-subtle position-relative py-5 py-md-6 py-lg-7 px-3 px-md-4\">\r\n\r\n                    <p class=\"mb-4 fs-sm fw-bold text-accent text-center\">\r\n                Lorsqu&rsquo;une interaction client g\u00e9r\u00e9e par un agent d&rsquo;IA \u00e9choue en raison d&rsquo;un probl\u00e8me technique (r\u00e9ponse lente, perte de contexte, information incorrecte), quel est l&rsquo;impact commercial le plus important\u00a0?            <\/p>\r\n        \r\n                    <div class=\"chart-radial\">            <div class=\"d-flex gap-4 chart-radial-body\">\r\n                <div class=\"auto-chart\"  data-chart-type=\"donut\" data-chart-percentage=\"true\" data-chart-values=\"[&quot;35&quot;,&quot;34&quot;,&quot;18&quot;,&quot;9&quot;,&quot;4&quot;]\" data-chart-colors=\"[&quot;#fada5a&quot;,&quot;#fff6b3&quot;,&quot;#2977ff&quot;,&quot;#85b6ff&quot;,&quot;#7d66ff&quot;]\" data-chart-titles=\"[&quot;Forte augmentation de la charge pour les agents de support humain&quot;,&quot;Atteinte \\u00e0 la r\\u00e9putation et perte de confiance des clients&quot;,&quot;Baisse des scores de satisfaction des clients (CSAT\\\/NPS)&quot;,&quot;Perte directe de revenus (transactions abandonn\\u00e9es, \\u00e9checs de conversion)&quot;,&quot;Retards dans le d\\u00e9ploiement de nouveaux produits ou fonctionnalit\\u00e9s&quot;]\" data-chart-series=\"[]\"><\/div>\r\n\r\n                                    <div class=\"d-flex gap-3 chart-radial-legend\">\r\n                                <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #fada5a\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>35%<\/span> Forte augmentation de la charge pour les agents de support humain            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #fff6b3\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>34%<\/span> Atteinte \u00e0 la r\u00e9putation et perte de confiance des clients            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #2977ff\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>18%<\/span> Baisse des scores de satisfaction des clients (CSAT\/NPS)            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #85b6ff\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>9%<\/span> Perte directe de revenus (transactions abandonn\u00e9es, \u00e9checs de conversion)            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #7d66ff\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>4%<\/span> Retards dans le d\u00e9ploiement de nouveaux produits ou fonctionnalit\u00e9s            <\/div>\r\n        <\/div>\r\n                    <\/div>\r\n                            <\/div>\r\n            <\/div>\r\n        \r\n        \r\n    <\/div>\r\n    <\/div>\n\r\n                    <\/div>\r\n                \r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-1 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <h3 class=\"h4 mb-0\">L&rsquo;impact commercial des \u00e9checs de l&rsquo;IA<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Lorsqu&rsquo;on leur demande quel est l&rsquo;impact principal de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;IA, environ un tiers des personnes interrog\u00e9es citent une surcharge des \u00e9quipes de support humain. L&rsquo;atteinte \u00e0 la r\u00e9putation et la perte de confiance des clients arrivent presque au m\u00eame niveau.<\/p><p><b>Ce r\u00e9sultat serr\u00e9 montre la complexit\u00e9 de ces \u00e9checs de l&rsquo;IA<\/b>, car ces deux cons\u00e9quences, \u00e0 savoir la surcharge du support et l&rsquo;impact sur la r\u00e9putation de la marque, ne se r\u00e9solvent pas de la m\u00eame mani\u00e8re. L&rsquo;une offre une voie de r\u00e9solution claire, tandis que l&rsquo;autre peut avoir un impact durable sur votre entreprise, bien plus difficile \u00e0 att\u00e9nuer. <\/p><p class=\"mb-0\"><small>Une \u00e9tude de Sinch (2026) montre que l&rsquo;augmentation des files d&rsquo;attente du support (35\u00a0%) et l&rsquo;atteinte \u00e0 la r\u00e9putation de la marque (34\u00a0%) constituent les principaux impacts de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;IA.<\/small>\u00a0<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-body\" data-theme=\"dark\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-1 pe-md-7 pe-lg-10\">\r\n                        \n\t<div class=\"custom-video\">\r\n\t\t\t\t\t<div class=\"row g-0 justify-content-center\">\r\n\t\t\t\t<div class=\"col-lg-7\"  style=\"max-width: calc((98dvh - var(--header-scrolled-height)) * 0.5625)\">\r\n\t\t\t\t\t                    <div class=\"iframe-responsive-container lazy-video rounded-lg overflow-hidden  iframe-responsive-9x16\">\r\n                <a href=\"https:\/\/vimeo.com\/1189674889\/7d5e0e0a48\" class=\"lazy-video-link\" data-lazy-video=\"1189674889?h=7d5e0e0a48\" target=\"_blank\" rel=\"nofollow\" role=\"button\" data-source=\"vimeo\" data-language=\"fr\" data-thumb=\"https:\/\/i.vimeocdn.com\/video\/2156642370-6f68fde1079fbd4053c76a3d9ee780ca31433acdb4df7033a7d3e5743fb849fe-d_1280?region=us\" data-title=\"The AI Paradox - Heather Arrington\">\r\n                    <div class=\"btn btn-light btn-light-social btn-play btn-play-circle\">\r\n                                                    <svg aria-hidden=\"true\" data-url=\"https:\/\/sinch.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/play.svg\"><\/svg>\r\n                                            <\/div>\r\n                    <img decoding=\"async\"  src=\"https:\/\/i.vimeocdn.com\/video\/2156642370-6f68fde1079fbd4053c76a3d9ee780ca31433acdb4df7033a7d3e5743fb849fe-d_1280?region=us\" alt=\"The AI Paradox - Heather Arrington\">\r\n                <\/a>\r\n            <\/div>\r\n                        <script type=\"application\/ld+json\">\r\n            {\n    \"@context\": \"http:\/\/schema.org\",\n    \"@type\": \"VideoObject\",\n    \"@id\": \"https:\/\/vimeo.com\/1189674889\/7d5e0e0a48#VideoObject\",\n    \"thumbnailUrl\": \"https:\/\/i.vimeocdn.com\/video\/2156642370-6f68fde1079fbd4053c76a3d9ee780ca31433acdb4df7033a7d3e5743fb849fe-d_1280?region=us\",\n    \"embedUrl\": \"https:\/\/player.vimeo.com\/video\/1189674889?h=7d5e0e0a48\",\n    \"contentUrl\": \"https:\/\/vimeo.com\/1189674889\/7d5e0e0a48\",\n    \"name\": \"The AI Paradox - Heather Arrington\",\n    \"uploadDate\": \"2026-05-06T05:09:01+00:00\",\n    \"duration\": \"P0DT0H1M1S\"\n}        <\/script>\r\n        \t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\r\n\t\t\t<\/div>\r\n\r\n\t\r\n\n\r\n                    <\/div>\r\n                \r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-2 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <h3 class=\"h4 mb-0\">La file d&rsquo;attente du support<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p><b>35\u00a0% des entreprises citent une surcharge de leurs \u00e9quipes de support humain comme principale cons\u00e9quence d&rsquo;une d\u00e9faillance de communication de l&rsquo;IA. <\/b>L&rsquo;agent tombe en panne, et chaque interaction qu&rsquo;il g\u00e9rait est redirig\u00e9e vers un humain. Une \u00e9quipe de support dimensionn\u00e9e pour un environnement o\u00f9 l&rsquo;IA g\u00e8re un volume important se retrouve soudainement \u00e0 devoir tout traiter.\u00a0<\/p><p>En p\u00e9riode de pointe (lancement de produit, panne de service, pic saisonnier), cela peut se transformer en v\u00e9ritable crise op\u00e9rationnelle. En m\u00eame temps, c&rsquo;est aussi ce type de d\u00e9faillance qui fait l&rsquo;objet d&rsquo;un rapport \u00e0 la direction. Il appara\u00eet dans les tableaux de bord et g\u00e9n\u00e8re des examens d&rsquo;incident.\u00a0<\/p><p class=\"mb-0\">Il est clairement visible et mesurable, mais se r\u00e9sout lorsque l&rsquo;agent est de nouveau en ligne. <\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-light-subtle\" data-theme=\"dark\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-2 ps-md-7 ps-lg-10\">\r\n                        \n    <div data-content-type=\"longform\" class=\"quote hub-quote longform-spacings d-flex flex-column rounded-lg px-5 py-6 px-md-6 py-md-7 p-lg-7 shadow-sm bg-light\" data-theme=\"dark\">\r\n\r\n        <div class=\"quote-logo mb-3\">\r\n                            <svg height=\"40\" class=\"quote-icon quote-icon-color\" aria-hidden=\"true\" data-url=\"https:\/\/sinch.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/custom-icons\/quotes-right.svg\"><\/svg>\r\n                    <\/div>\r\n\r\n        <blockquote class=\"quote-content content-body m-0 text-body-color\" id=\"quote-block-77a97e300cb33a0751f866a7163be91f\">\r\n            \u00ab\u00a0Le risque pour la r\u00e9putation est la pr\u00e9occupation que toutes les marques soul\u00e8vent aujourd&rsquo;hui concernant le commerce par l&rsquo;IA. Une conversation rat\u00e9e, une donn\u00e9e divulgu\u00e9e, une capture d&rsquo;\u00e9cran virale, et la question devient\u00a0: \u00ab\u00a0Comment pouvons-nous avoir confiance\u00a0?\u00a0\u00bb\u00a0\u00bb C&rsquo;est un d\u00e9fi \u00e0 l&rsquo;\u00e9chelle du secteur, et c&rsquo;est pourquoi assurer la fiabilit\u00e9 et la s\u00e9curit\u00e9 n&rsquo;est pas du tout facultatif.\u00a0\u00bb        <\/blockquote>\r\n\r\n                    <div class=\"d-flex gap-3 mt-5\">\r\n                                    <div>\r\n                        <img decoding=\"async\" width=\"72\" height=\"72\" class=\"rounded-lg quote-author\" src=\"https:\/\/sinch.com\/wp-content\/uploads\/2026\/04\/Ahmet-Oguz.png\" alt=\"Photo de Ahmet O\u011fuz\">\r\n                    <\/div>\r\n                                <div class=\"d-flex flex-column align-self-center fs-sm\">\r\n                    <cite class=\"mb-0 fw-bold text-accent fst-normal\" aria-describedby=\"quote-block-77a97e300cb33a0751f866a7163be91f\">\r\n                        Ahmet O\u011fuz                    <\/cite>\r\n                                            <span class=\"mb-0 text-body-color\">Senior Product Manager \u2013 Produits IA, Insider One<\/span>\r\n                                    <\/div>\r\n            <\/div>\r\n            <\/div>\r\n\n\r\n                    <\/div>\r\n                \r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-1 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <h3 class=\"h4 mb-0\">Les risques pour la marque<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p><\/p><p>L&rsquo;atteinte \u00e0 la r\u00e9putation et la perte de confiance des clients sont cit\u00e9es par 34\u00a0% des entreprises comme la principale cons\u00e9quence d&rsquo;une d\u00e9faillance de communication de l&rsquo;IA, soit presque \u00e0 \u00e9galit\u00e9 avec la surcharge du support dans tous les secteurs \u00e9tudi\u00e9s. Dans les secteurs des services financiers et de la technologie, l&rsquo;atteinte \u00e0 la r\u00e9putation surpasse m\u00eame la surcharge du support comme principale crainte.<\/p><p class=\"mb-0\">Cependant, contrairement \u00e0 la surcharge du support, l&rsquo;atteinte \u00e0 la r\u00e9putation n&rsquo;a pas de voie de r\u00e9solution claire. Du point de vue du client, il n&rsquo;y a pas de plateforme, il n&rsquo;y a que votre marque.\u00a0<a href=\"https:\/\/sinch.com\/connections\/chapter\/first-impression-matter-but-how-do-you-get-them-right\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cette association est d\u00e9finitive, contrairement \u00e0 un pic de file d&rsquo;attente<\/a>.<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-light-subtle\" data-theme=\"light\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-2 ps-md-7 ps-lg-10\">\r\n                        \n\r\n    \r\n        <div class=\"row hub-data longform-spacings\">\r\n\r\n                            <div class=\"col-6 col-lg-6 my-2\">\r\n                    <div class=\"hub-data-item h-100 p-4 p-md-5 rounded-lg bg-light\" data-theme=\"light\">\r\n                        <div class=\"h3 counter\">35 %<\/div>\r\n                        <div class=\"content-body text-body-color\">\r\n                            <p class=\"mb-0\">des entreprises du retail affirment que la fid\u00e9lisation et la satisfaction des clients sont leurs principaux objectifs en mati\u00e8re d&rsquo;IA. (Sinch, 2026) <\/p>                        <\/div>\r\n                                            <\/div>\r\n                <\/div>\r\n\r\n                            <div class=\"col-6 col-lg-6 my-2\">\r\n                    <div class=\"hub-data-item h-100 p-4 p-md-5 rounded-lg bg-light\" data-theme=\"light\">\r\n                        <div class=\"h3 counter\">69\u00a0%<\/div>\r\n                        <div class=\"content-body text-body-color\">\r\n                            <p class=\"mb-0\">des entreprises du retail ont retir\u00e9 un agent d&rsquo;IA charg\u00e9 de la communication client en raison d&rsquo;un \u00e9chec de gouvernance. (Sinch, 2026)<\/p>                        <\/div>\r\n                                            <\/div>\r\n                <\/div>\r\n\r\n                            <div class=\"col-6 col-lg-6 my-2\">\r\n                    <div class=\"hub-data-item h-100 p-4 p-md-5 rounded-lg bg-light\" data-theme=\"light\">\r\n                        <div class=\"h3 counter\">29 %<\/div>\r\n                        <div class=\"content-body text-body-color\">\r\n                            <p class=\"mb-0\">dans le retail ont d\u00fb retirer un agent d&rsquo;IA en raison d&rsquo;une fuite de donn\u00e9es. (Sinch, 2026)<\/p>                        <\/div>\r\n                                            <\/div>\r\n                <\/div>\r\n\r\n                            <div class=\"col-6 col-lg-6 my-2\">\r\n                    <div class=\"hub-data-item h-100 p-4 p-md-5 rounded-lg bg-light\" data-theme=\"light\">\r\n                        <div class=\"h3 counter\">22 %<\/div>\r\n                        <div class=\"content-body text-body-color\">\r\n                            <p class=\"mb-0\">dans le retail ont d\u00fb retirer un agent d&rsquo;IA en raison d&rsquo;hallucinations. (Sinch, 2026) <\/p>                        <\/div>\r\n                                            <\/div>\r\n                <\/div>\r\n\r\n            \r\n        <\/div>\r\n\r\n\n\r\n                    <\/div>\r\n                \r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-1 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <p class=\"text-uppercase section-caption\">ZOOM SECTORIEL<\/p><h3 class=\"h4 mb-0\">Dans le retail, chaque \u00e9chec de l&rsquo;IA est un \u00e9chec pour la marque<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Dans le secteur du retail, 69\u00a0% des agents d&rsquo;IA ont d\u00fb \u00eatre retir\u00e9s. L&rsquo;exposition des donn\u00e9es et les hallucinations ont des causes diff\u00e9rentes, mais elles aboutissent au m\u00eame r\u00e9sultat\u00a0: un secteur dont l&rsquo;investissement dans l&rsquo;IA repose enti\u00e8rement sur la connaissance du client.  <\/p><p>La compromission des donn\u00e9es personnelles, cit\u00e9e par 29\u00a0%, est une rupture de confiance. Le mod\u00e8le de personnalisation du retail repose sur un accord avec le client\u00a0: partagez vos donn\u00e9es pour b\u00e9n\u00e9ficier d&rsquo;une meilleure exp\u00e9rience. Une fuite de donn\u00e9es rompt ce contrat. Et d\u00e8s qu&rsquo;un client d\u00e9cide que l&rsquo;\u00e9change n&rsquo;en vaut plus la peine, l&rsquo;investissement devient inutile.  <\/p><p class=\"mb-0\">Les \u00e9checs li\u00e9s aux hallucinations, signal\u00e9s par 22\u00a0%, sont plus subtils et potentiellement pires. Une IA disposant d&rsquo;un contexte client approfondi ne se contente pas de donner une information erron\u00e9e. Elle donne une information erron\u00e9e avec l&rsquo;assurance d&rsquo;un syst\u00e8me qui conna\u00eet parfaitement le client. 35\u00a0% des leaders du retail affirment que la fid\u00e9lisation et la satisfaction de leurs clients sont leurs principaux objectifs en mati\u00e8re d&rsquo;IA. Un agent qui se trompe avec aplomb va directement \u00e0 l&rsquo;encontre de cet objectif.\u00a0<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-body\" data-theme=\"dark\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-1 pe-md-7 pe-lg-10\">\r\n                        \n<div class=\"chart longform-spacings d-flex flex-column gap-3\">\r\n    <div class=\"rounded-lg bg-light-subtle position-relative py-5 py-md-6 py-lg-7 px-3 px-md-4\">\r\n\r\n                    <p class=\"mb-4 fs-sm fw-bold text-accent text-center\">\r\n                Comment votre \u00e9quipe d&rsquo;ing\u00e9nierie IA r\u00e9partit-elle\u00a0g\u00e9n\u00e9ralement son temps entre la conception de garde-fous et de contr\u00f4les de s\u00e9curit\u00e9 (limitation du d\u00e9bit, masquage des donn\u00e9es personnelles, logique de nouvelle tentative) et l&rsquo;am\u00e9lioration des fonctionnalit\u00e9s de l&rsquo;agent IA\u00a0?            <\/p>\r\n        \r\n                    <div class=\"chart-radial\">            <div class=\"d-flex gap-4 chart-radial-body\">\r\n                <div class=\"auto-chart\"  data-chart-type=\"donut\" data-chart-percentage=\"true\" data-chart-values=\"[&quot;49&quot;,&quot;35&quot;,&quot;14&quot;,&quot;2&quot;]\" data-chart-colors=\"[&quot;#1860f0&quot;,&quot;#5996ff&quot;,&quot;#a3c8ff&quot;,&quot;#4b575e&quot;]\" data-chart-titles=\"[&quot;R\\u00e9partition \\u00e9quitable entre la conception de garde-fous et l&#039;am\\u00e9lioration des fonctionnalit\\u00e9s de l&#039;agent d&#039;IA&quot;,&quot;La majeure partie du temps est consacr\\u00e9e \\u00e0 la conception de garde-fous et de contr\\u00f4les de s\\u00e9curit\\u00e9&quot;,&quot;La majeure partie du temps est consacr\\u00e9e \\u00e0 l&#039;am\\u00e9lioration des fonctionnalit\\u00e9s de l&#039;agent d&#039;IA&quot;,&quot;Je ne sais pas \\\/ Hors de mon champ de visibilit\\u00e9&quot;]\" data-chart-series=\"[]\"><\/div>\r\n\r\n                                    <div class=\"d-flex gap-3 chart-radial-legend\">\r\n                                <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #1860f0\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>49%<\/span> R\u00e9partition \u00e9quitable entre la conception de garde-fous et l&rsquo;am\u00e9lioration des fonctionnalit\u00e9s de l&rsquo;agent d&rsquo;IA            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #5996ff\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>35%<\/span> La majeure partie du temps est consacr\u00e9e \u00e0 la conception de garde-fous et de contr\u00f4les de s\u00e9curit\u00e9            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #a3c8ff\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>14%<\/span> La majeure partie du temps est consacr\u00e9e \u00e0 l&rsquo;am\u00e9lioration des fonctionnalit\u00e9s de l&rsquo;agent d&rsquo;IA            <\/div>\r\n        <\/div>\r\n        <div class=\"d-flex gap-2 align-items-start\">\r\n            <div class=\"rounded-sm flex-shrink-0\" style=\"width: 1.25rem; height: 1.25rem; background-color: #4b575e\"><\/div>\r\n            <div class=\"fs-xs text-body-color\">\r\n                <span class='text-accent fw-bold'>2%<\/span> Je ne sais pas \/ Hors de mon champ de visibilit\u00e9            <\/div>\r\n        <\/div>\r\n                    <\/div>\r\n                            <\/div>\r\n            <\/div>\r\n        \r\n        \r\n    <\/div>\r\n    <\/div>\n\r\n                    <\/div>\r\n                \r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-2 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <h3 class=\"h4 mb-0\">Le co\u00fbt d&rsquo;ing\u00e9nierie<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Il existe un co\u00fbt qui n&rsquo;appara\u00eet ni dans le tableau de bord ni dans les plaintes des clients. Lorsqu&rsquo;un agent est retir\u00e9, l&rsquo;\u00e9quipe d&rsquo;ing\u00e9nierie doit reprendre le travail pour diagnostiquer, reconstruire, retester et red\u00e9ployer, pendant que le backlog des fonctionnalit\u00e9s s&rsquo;accumule.\u00a0<\/p><p>\u00a0Et cette charge de travail pour l&rsquo;ing\u00e9nierie ne commence pas avec un retrait. Une \u00e9tude de Sinch (2026) montre que <b>84\u00a0% des \u00e9quipes d&rsquo;ing\u00e9nierie IA affirment passer au moins la moiti\u00e9 de leur temps \u00e0 concevoir des garde-fous et des contr\u00f4les de s\u00e9curit\u00e9<\/b>, avant m\u00eame qu&rsquo;une seule d\u00e9faillance ne se produise. 35\u00a0% y consacrent la majeure partie de leur temps, au lieu de se pencher sur la prochaine fonctionnalit\u00e9.\u00a0<\/p><p>Cependant, tout ce travail ne vise pas \u00e0 corriger le m\u00eame probl\u00e8me. L&rsquo;exposition des informations personnelles, la perte de contexte et les lacunes dans les pistes d&rsquo;audit proviennent de la couche infrastructure. Ce sont des d\u00e9faillances que la plateforme devrait intercepter avant qu&rsquo;elles n&rsquo;atteignent l&rsquo;agent. Les hallucinations et les r\u00e9ponses non conformes \u00e0 la marque appartiennent \u00e0 une autre cat\u00e9gorie\u00a0: ce sont des probl\u00e8mes de mod\u00e8le et de prompts qu&rsquo;aucun investissement en infrastructure ne pourra \u00e9viter. La charge li\u00e9e \u00e0 la mise en place de garde-fous s&rsquo;accumule dans les deux cas, mais ce que vous payez pour r\u00e9parer le probl\u00e8me est diff\u00e9rent. <\/p><p class=\"mb-0\"><small>Les donn\u00e9es de Sinch (2026) montrent que 84\u00a0% des \u00e9quipes d&rsquo;ing\u00e9nierie sp\u00e9cialis\u00e9es dans les communications par IA consacrent au moins la moiti\u00e9 de leur temps \u00e0 concevoir des garde-fous et des contr\u00f4les de s\u00e9curit\u00e9.<\/small>\u00a0<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-light-subtle\" data-theme=\"light\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                \r\n                \r\n                <div class=\"col-md-9 altblo-content order-1 order-md-1 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <p class=\"text-uppercase section-caption\">LA VUE R\u00c9GIONALE<\/p><h3 class=\"h4 mb-0\">M\u00eame \u00e9chec, co\u00fbts diff\u00e9rents<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Toutes les r\u00e9gions ne ressentent pas l&rsquo;impact des retraits d&rsquo;agents d&rsquo;IA de la m\u00eame mani\u00e8re. <\/p><p class=\"mb-0\">Lorsqu&rsquo;un agent \u00e9choue dans la r\u00e9gion APAC, o\u00f9 un tiers des entreprises envoient plus de 100\u00a0millions de messages par mois, l&rsquo;impact sur le support est imm\u00e9diat et massif. Dans la r\u00e9gion EMEA, le RGPD d\u00e9finit la fa\u00e7on dont les entreprises abordent l&rsquo;architecture d&rsquo;ing\u00e9nierie. Le contexte r\u00e9gional modifie la situation des co\u00fbts.\u00a0<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n                            <div class=\"mt-6 mt-md-7 mt-lg-9\">\r\n                    \n\r\n    \r\n        <div class=\"row cards gy-6 gy-md-7 gy-lg-9 gx-lg-5 \">\r\n            \r\n                <div class=\"col-12 col-md-4 col-lg-4\">\r\n                                        <div class=\"card h-100 bg-transparent d-flex flex-column card-no-paddings\">\r\n                                                    <div class=\"card-body d-flex flex-column gap-3 gap-md-4 \">\r\n                        <div>\r\n                                                            <div class=\"card-icon mb-4 text-accent\">\r\n                                    <svg aria-hidden=\"true\" width=\"48\" height=\"48\" data-url=\"https:\/\/sinch.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/earth-apac.svg\"><\/svg>\r\n                                <\/div>\r\n                            \r\n                                                        <h3 class=\"card-title text-accent mb-0 fw-bold h6\"\r\n                                                                >\r\n                                                            <\/h3>\r\n                                                            <div class=\"card-text fs-sm text-body-color mb-0 mt-2\"\r\n                                                                        >\r\n                                    45\u00a0% des entreprises de la r\u00e9gion <b>APAC<\/b> citent la <b>surcharge de travail des \u00e9quipes de support<\/b> comme principale cons\u00e9quence de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;IA, soit 10\u00a0points de plus que la moyenne mondiale.                                <\/div>\r\n                                                                                <\/div>\r\n                                                                                            <\/div>\r\n                                <\/div>\r\n\r\n            \r\n                        <\/div>\r\n            \r\n                <div class=\"col-12 col-md-4 col-lg-4\">\r\n                                        <div class=\"card h-100 bg-transparent d-flex flex-column card-no-paddings\">\r\n                                                    <div class=\"card-body d-flex flex-column gap-3 gap-md-4 \">\r\n                        <div>\r\n                                                            <div class=\"card-icon mb-4 text-accent\">\r\n                                    <svg aria-hidden=\"true\" width=\"48\" height=\"48\" data-url=\"https:\/\/sinch.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/earth-americas.svg\"><\/svg>\r\n                                <\/div>\r\n                            \r\n                                                        <h3 class=\"card-title text-accent mb-0 fw-bold h6\"\r\n                                                                >\r\n                                                            <\/h3>\r\n                                                            <div class=\"card-text fs-sm text-body-color mb-0 mt-2\"\r\n                                                                        >\r\n                                    En <b>Am\u00e9rique du Nord<\/b>, 38\u00a0% des personnes interrog\u00e9es citent <b>l&rsquo;atteinte \u00e0 la r\u00e9putation de la marque<\/b> comme le principal impact de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;IA.                                <\/div>\r\n                                                                                <\/div>\r\n                                                                                            <\/div>\r\n                                <\/div>\r\n\r\n            \r\n                        <\/div>\r\n            \r\n                <div class=\"col-12 col-md-4 col-lg-4\">\r\n                                        <div class=\"card h-100 bg-transparent d-flex flex-column card-no-paddings\">\r\n                                                    <div class=\"card-body d-flex flex-column gap-3 gap-md-4 \">\r\n                        <div>\r\n                                                            <div class=\"card-icon mb-4 text-accent\">\r\n                                    <svg aria-hidden=\"true\" width=\"48\" height=\"48\" data-url=\"https:\/\/sinch.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/earth-europe.svg\"><\/svg>\r\n                                <\/div>\r\n                            \r\n                                                        <h3 class=\"card-title text-accent mb-0 fw-bold h6\"\r\n                                                                >\r\n                                                            <\/h3>\r\n                                                            <div class=\"card-text fs-sm text-body-color mb-0 mt-2\"\r\n                                                                        >\r\n                                    Dans la r\u00e9gion <b>EMEA<\/b>, o\u00f9 le RGPD fait de la confidentialit\u00e9 d\u00e8s la conception une obligation de d\u00e9veloppement, 78\u00a0% des \u00e9quipes d&rsquo;ing\u00e9nierie consacrent <b>au moins la moiti\u00e9 de leur temps aux contr\u00f4les de s\u00e9curit\u00e9<\/b>, ce qui repr\u00e9sente le taux le plus bas de toutes les r\u00e9gions, mais tout de m\u00eame la majorit\u00e9 de leur capacit\u00e9.                                <\/div>\r\n                                                                                <\/div>\r\n                                                                                            <\/div>\r\n                                <\/div>\r\n\r\n            \r\n                        <\/div>\r\n                    <\/div>\r\n\n\r\n                <\/div>\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n\n\n    <section data-content-type=\"hub\"  class=\"section section-hub-py hub-altblock bg-light-subtle\" data-theme=\"dark\">\r\n        <div class=\"container\">\r\n            <div class=\"row align-items-center\">\r\n\r\n                \r\n                                    <div class=\"col-md-6 col-lg-7 order-2 order-md-2 ps-md-7 ps-lg-10 text-center pb-4 pb-lg-0\">\r\n                        <img decoding=\"async\" width=\"648\" height=\"544\" src=\"https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-Bento-AI-Dashboard-Monitoring.png\" class=\"img-fluid\" alt=\"Image pour Que faire de ces informations\" sizes=\"(-webkit-min-device-pixel-ratio: 2) and (min-width: 1200px) 648px, (min-resolution: 2dppx) and (min-width: 1200px) 648px, (min-width: 1200px) 1296px, (min-width: 768px) 50vw, 100vw\" srcset=\"https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-Bento-AI-Dashboard-Monitoring.png 1296w, https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-Bento-AI-Dashboard-Monitoring-300x252.png 300w, https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-Bento-AI-Dashboard-Monitoring-1024x860.png 1024w, https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-Bento-AI-Dashboard-Monitoring-768x645.png 768w\" \/>                    <\/div>\r\n                \r\n                <div class=\"col-md-6 col-lg-5 altblo-content order-1 order-md-1 pb-4 pb-lg-0\">\r\n\r\n\r\n                    <h3 class=\"h4 mb-0\">Que faire de ces informations<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p><b>Les \u00e9checs de gouvernance de l&rsquo;IA dans les communications client impactent trois domaines simultan\u00e9ment<\/b>\u00a0: l&rsquo;allongement de la file d&rsquo;attente du support, la perception de la marque et l&rsquo;\u00e9quipe d&rsquo;ing\u00e9nierie. Mais ces co\u00fbts ne se r\u00e9solvent pas tous de la m\u00eame mani\u00e8re. Si vos ing\u00e9nieurs consacrent pr\u00e8s de la moiti\u00e9 de leur temps \u00e0 concevoir des garde-fous, comme la plupart des \u00e9quipes mentionn\u00e9es dans cette \u00e9tude, demandez-vous de quels types de garde-fous il s&rsquo;agit.<\/p><p class=\"mb-0\">Les d\u00e9faillances de l&rsquo;infrastructure peuvent \u00eatre r\u00e9solues au niveau de la plateforme, avec le masquage des informations personnelles, la limitation du d\u00e9bit, les pistes d&rsquo;audit et l&rsquo;application de la conformit\u00e9 int\u00e9gr\u00e9s nativement, et non comme des livrables d&rsquo;ing\u00e9nierie. Il s&rsquo;agit d&rsquo;une capacit\u00e9 de sprint qui peut ainsi \u00eatre r\u00e9allou\u00e9e \u00e0 la roadmap produit. Mais les \u00e9checs li\u00e9s aux mod\u00e8les n\u00e9cessitent une solution diff\u00e9rente. Les traiter de la m\u00eame mani\u00e8re revient \u00e0 d\u00e9penser pour masquer les sympt\u00f4mes pendant que la cause s&rsquo;aggrave.<\/p><\/div>\r\n\r\n                <\/div>\r\n            <\/div>\r\n\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\r\n","protected":false},"author":18,"featured_media":185094,"template":"","meta":{"_acf_changed":true},"class_list":["post-194233","ai-prod-chapter","type-ai-prod-chapter","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Le v\u00e9ritable impact des \u00e9checs de l&#039;IA dans les communications client - Sinch<\/title>\n<meta name=\"description\" content=\"Lorsque les agents d&#039;IA \u00e9chouent, l&#039;impact se fait ressentir sur le support, la marque et l&#039;ing\u00e9nierie. 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