{"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":"2026-07-08T02:43:21","modified_gmt":"2026-07-08T02:43:21","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 vrai 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\r\n    \r\n    \r\n    \r\n                    <div class=\"position-relative\">\r\n                <div id=\"highcharts_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE\"><\/div>\r\n            <\/div>\r\n        \r\n        <script>\r\n            (function() {\r\n                \/\/ Init chart\r\n                function chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE() {\r\n                    const chartID = \"highcharts_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE\";\r\n                    const chartContainer = document.getElementById(chartID);\r\n\r\n                    if (!chartContainer) return;\r\n\r\n                    \/\/ Check if chart already existns. Do not init it again\r\n                    if (chartContainer.dataset.initialized === \"true\") {\r\n                        \/\/ console.log(\"Chart already initialized: \" + chartID);\r\n                        return;\r\n                    }\r\n\r\n                    chartContainer.dataset.initialized = \"true\"; \/\/ Mark chart as initialised\r\n\r\n\r\n                    Highcharts.chart(chartID, {\r\n                        credits: {\r\n                            enabled: false,\r\n                        },\r\n                        chart: {\r\n                            type: \"pie\",\r\n                            backgroundColor: \"transparent\"\r\n                            ,\r\n                            \/\/ height: '40%',\r\n                        },\r\n                        title: {\r\n                            text: \"Lorsqu'une interaction client g\u00e9r\u00e9e par un agent d'AI \u00e9choue en raison d'un probl\u00e8me technique (r\u00e9ponse lente, contexte perdu, informations incorrectes), quel est l'impact commercial le plus important ?\",\r\n                            align: \"left\",\r\n                            style: {\r\n                                fontWeight: 400,\r\n                                fontSize: \"1rem\",\r\n                                color: \"var(--sinch-accent, #000000)\",\r\n                            },\r\n                        },\r\n                        tooltip: {\r\n                            pointFormat: \"<b>{point.y}%<\/b>\",\r\n                        },\r\n                        accessibility: {\r\n                            enabled: false,\r\n                            point: {\r\n                                valueSuffix: \"%\",\r\n                            },\r\n                        }\r\n                        , colors: ['#fada5a','#fff6b3','#2977ff','#85b6ff','#7d66ff',],\r\n                        plotOptions: {\r\n                            pie: {\r\n                                    allowPointSelect: false,\r\n                                    borderWidth: 0,\r\n                                    cursor: 'pointer',\r\n                                    dataLabels: {\r\n                                        enabled: true,\r\n                                        format: `<span style='font-size:1.7em; font-weight:400'>{point.y}%<\/span><br><span style='font-weight:400' class='d-none d-lg-inline'>{point.name}<\/span>`,\r\n                                        distance: 30,\r\n                                        connectorColor: '#c9d1d6',\r\n                                        style: {\r\n                                            color: 'var(--sinch-body-color, #000000)',\r\n                                            textOutline: 'none',\r\n                                        },\r\n                                        padding: 10,\r\n                                    },\r\n                                },                        },\r\n                        series: [\r\n                             {\r\n                                animation: {\r\n                                    duration: 2000,\r\n                                }\r\n                                ,\r\n                                            colorByPoint: true,\r\n                                            name: 'Percentage'\r\n                                        ,\r\n\r\n                                data: [\r\n                                    \r\n                                                {\r\n                                                    name: `Forte augmentation de la charge sur les agents de support humain`,\r\n                                                    y: 35,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `Dommages \u00e0 la r\u00e9putation et perte de confiance du client`,\r\n                                                    y: 34,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `Mauvais scores de satisfaction client (CSAT\/NPS)`,\r\n                                                    y: 18,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `Perte directe de revenus (transactions abandonn\u00e9es, \u00e9checs de conversion)`,\r\n                                                    y: 9,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `Retards dans le d\u00e9ploiement de nouveaux produits ou fonctionnalit\u00e9s`,\r\n                                                    y: 4,\r\n                                                },\r\n                                                                            ],\r\n                            }\r\n                                                                                ],\r\n                    });\r\n                }\r\n\r\n                document.addEventListener(\"DOMContentLoaded\", function() {\r\n                    const chartElement = document.getElementById(\"highcharts_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE\");\r\n\r\n                    \/\/ on frontend: Init chart only on scroll (if not initialised)\r\n                    function checkAndInitChart() {\r\n                        if (!chartElement || chartElement.dataset.initialized === \"true\") return;\r\n                        if (isScrolledIntoView(chartElement)) {\r\n                            chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE();\r\n                        }\r\n                    }\r\n\r\n                    window.addEventListener(\"scroll\", checkAndInitChart);\r\n                    window.addEventListener(\"resize\", chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE, true);\r\n\r\n                    \/\/ If is visible on load, init\r\n                    checkAndInitChart();\r\n                });\r\n\r\n                \/\/ If we are in Block Editor, reinit chart on each change\r\n                            })();\r\n\r\n            \/\/ window.addEventListener('DOMContentLoaded', function() {\r\n            \/\/     let chartInitialized_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = false;\r\n            \/\/     const chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = \"highcharts_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE\";\r\n\r\n            \/\/     chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE(chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE);\r\n\r\n            \/\/     const chartElement_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = document.getElementById(chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE);\r\n            \/\/     if (window.isScrolledIntoView(chartElement_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE, false)) {\r\n            \/\/         chartInitialized_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = true;\r\n            \/\/     }\r\n\r\n            \/\/     addEventListener(\"scroll\", (event) => {\r\n            \/\/         if (!chartInitialized_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE) {\r\n            \/\/             const chartElement_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = document.getElementById(chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE);\r\n            \/\/             if (window.isScrolledIntoView(chartElement_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE, false)) {\r\n            \/\/                 chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE(chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE);\r\n\r\n            \/\/                 chartInitialized_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = true;\r\n            \/\/             }\r\n            \/\/         }\r\n            \/\/     });\r\n            \/\/ });\r\n\r\n            \/\/ window.addEventListener('resize', function(event) {\r\n            \/\/     const chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE = \"highcharts_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE\";\r\n            \/\/     chartInit_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE(chartID_block_YmxvY2tfYzM5N2JmNGRhZGM3MTM5NmQzM2QwYTkxN2ExOTc5YmE);\r\n            \/\/ }, true);\r\n\r\n            \/\/         <\/script>\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                    <h3 class=\"h4 mb-0\">L&rsquo;impact commercial de l&rsquo;\u00e9chec de l&rsquo;AI<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Lorsqu&rsquo;on leur demande quel est l&rsquo;impact le plus important de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;AI, environ un tiers des personnes interrog\u00e9es citent une augmentation de la charge des agents de support humain. Les dommages \u00e0 la r\u00e9putation et la perte de confiance du client sont presque au m\u00eame niveau.<\/p><p><b>Cette quasi-\u00e9galit\u00e9 montre \u00e0 quel point ces \u00e9checs de l&rsquo;AI peuvent \u00eatre complexes<\/b>, car ces deux modes \u2013 la charge de support et l&rsquo;impact r\u00e9putationnel pour la marque \u2013 ne se r\u00e9solvent pas de la m\u00eame mani\u00e8re. L&rsquo;un a une voie de r\u00e9solution claire, tandis que l&rsquo;autre peut avoir un impact durable sur votre organisation qu&rsquo;il est plus difficile d&rsquo;att\u00e9nuer. <\/p><p class=\"mb-0\"><small>Les recherches de Sinch (2026) montrent qu&rsquo;une augmentation de la file d&rsquo;attente du support (35 %) et les dommages \u00e0 la r\u00e9putation de la marque (34 %) sont les impacts les plus importants de l&rsquo;\u00e9chec d&rsquo;un agent d&rsquo;AI.<\/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\" title=\"Sinch Video\">\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 % des organisations citent une augmentation de la charge des agents de support humain comme la cons\u00e9quence principale d&rsquo;un \u00e9chec de communication de l&rsquo;AI. <\/b>L&rsquo;agent tombe en panne, et chaque interaction qu&rsquo;il g\u00e9rait revient \u00e0 un humain. Une \u00e9quipe de support dimensionn\u00e9e pour un monde o\u00f9 l&rsquo;AI g\u00e8re un volume important se retrouve soudainement \u00e0 tout g\u00e9rer elle-m\u00eame.\u00a0<\/p><p>En p\u00e9riode de pointe (lancement de produit, panne de service, pic saisonnier), cela peut devenir une v\u00e9ritable crise op\u00e9rationnelle. En m\u00eame temps, c&rsquo;est \u00e9galement le mode de d\u00e9faillance qui est signal\u00e9 \u00e0 la direction. Il appara\u00eet dans les tableaux de bord et g\u00e9n\u00e8re des examens d&rsquo;incidents.\u00a0<\/p><p class=\"mb-0\">Il est clairement visible et mesurable, mais il se r\u00e9sout lorsque l&rsquo;agent revient 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-745f962171466c83ba73938120261569\">\r\n            \u00ab\u00a0Si je viens vers vous pour acheter un nouveau produit mais que vous me renvoyez vers le support, cela va avoir un impact n\u00e9gatif sur la marque. Les clients font l&rsquo;exp\u00e9rience de votre marque \u00e0 un v\u00e9ritable point de d\u00e9faillance, et cela signifie une perte de confiance. Et une fois la confiance perdue, il est vraiment difficile de la regagner.\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\/2025\/12\/SI-Photo-daniel-morris.png\" alt=\"Photo de Daniel Morris\">\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-745f962171466c83ba73938120261569\">\r\n                        Daniel Morris                    <\/cite>\r\n                                            <span class=\"mb-0 text-body-color\">Directeur des produits chez Sinch<\/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>Les dommages \u00e0 la r\u00e9putation et la perte de confiance du client sont cit\u00e9s par 34 % des organisations comme la principale cons\u00e9quence d&rsquo;un \u00e9chec de communication de l&rsquo;AI, soit pratiquement \u00e0 \u00e9galit\u00e9 avec la surcharge du support dans tous les secteurs \u00e9tudi\u00e9s. Dans les secteurs des services financiers et des technologies, les dommages \u00e0 la r\u00e9putation d\u00e9passent en fait la surcharge du support en tant que premi\u00e8re crainte.<\/p><p class=\"mb-0\">Mais contrairement \u00e0 la surcharge du support, les dommages \u00e0 la r\u00e9putation n&rsquo;ont 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 attribution est permanente, 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 organisations de commerce de d\u00e9tail affirment que stimuler la fid\u00e9lit\u00e9 et la satisfaction du client est leur principal objectif en mati\u00e8re d&rsquo;AI. (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 %<\/div>\r\n                        <div class=\"content-body text-body-color\">\r\n                            <p class=\"mb-0\">des organisations de commerce de d\u00e9tail ont retir\u00e9 un agent d&rsquo;AI de 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 commerce de d\u00e9tail ont d\u00fb retirer un agent d&rsquo;AI 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 commerce de d\u00e9tail ont d\u00fb retirer un agent d&rsquo;AI 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\">FOCUS SECTORIEL<\/p><h3 class=\"h4 mb-0\">Pour le commerce de d\u00e9tail, chaque \u00e9chec de l&rsquo;AI est un \u00e9chec pour la marque<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p>Dans le commerce de d\u00e9tail, 69 % des agents d&rsquo;AI ont \u00e9t\u00e9 retir\u00e9s. L&rsquo;exposition des donn\u00e9es et les hallucinations ont des causes diff\u00e9rentes, mais elles aboutissent au m\u00eame r\u00e9sultat : un secteur dont tout l&rsquo;investissement en AI repose sur la connaissance du client.  <\/p><p>L&rsquo;\u00e9chec li\u00e9 aux PII \u2013 cit\u00e9 par 29 % \u2013 est un \u00e9chec de confiance. Le mod\u00e8le de personnalisation du commerce de d\u00e9tail repose sur un accord avec le client : partagez vos donn\u00e9es, obtenez une meilleure exp\u00e9rience. Une fuite rompt ce contrat. Et une fois qu&rsquo;un client d\u00e9cide que l&rsquo;\u00e9change n&rsquo;en vaut pas le risque, l&rsquo;investissement devient inutile.  <\/p><p class=\"mb-0\">L&rsquo;\u00e9chec li\u00e9 aux hallucinations \u2013 signal\u00e9 par 22 % \u2013 est plus subtil et potentiellement pire. Une AI dot\u00e9e d&rsquo;un contexte client approfondi ne se contente pas de dire quelque chose de faux. Elle dit quelque chose de faux avec l&rsquo;assurance d&rsquo;un syst\u00e8me qui conna\u00eet bien le client. 35 % des leaders du commerce de d\u00e9tail affirment que stimuler la fid\u00e9lit\u00e9 et la satisfaction est leur principal objectif en mati\u00e8re d&rsquo;AI. Un agent qui se trompe avec assurance y porte directement atteinte.\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\r\n    \r\n    \r\n    \r\n                    <div class=\"position-relative\">\r\n                <div id=\"highcharts_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA\"><\/div>\r\n            <\/div>\r\n        \r\n        <script>\r\n            (function() {\r\n                \/\/ Init chart\r\n                function chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA() {\r\n                    const chartID = \"highcharts_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA\";\r\n                    const chartContainer = document.getElementById(chartID);\r\n\r\n                    if (!chartContainer) return;\r\n\r\n                    \/\/ Check if chart already existns. Do not init it again\r\n                    if (chartContainer.dataset.initialized === \"true\") {\r\n                        \/\/ console.log(\"Chart already initialized: \" + chartID);\r\n                        return;\r\n                    }\r\n\r\n                    chartContainer.dataset.initialized = \"true\"; \/\/ Mark chart as initialised\r\n\r\n\r\n                    Highcharts.chart(chartID, {\r\n                        credits: {\r\n                            enabled: false,\r\n                        },\r\n                        chart: {\r\n                            type: \"pie\",\r\n                            backgroundColor: \"transparent\"\r\n                            ,\r\n                            \/\/ height: '40%',\r\n                        },\r\n                        title: {\r\n                            text: \"Comment votre \u00e9quipe d'ing\u00e9nierie d'AI r\u00e9partit-elle g\u00e9n\u00e9ralement son temps entre la cr\u00e9ation de garde-fous et de contr\u00f4les de s\u00e9curit\u00e9 (limitation de d\u00e9bit, masquage des PII, logique de relance) et l'am\u00e9lioration des fonctionnalit\u00e9s de l'agent d'AI ?\",\r\n                            align: \"left\",\r\n                            style: {\r\n                                fontWeight: 400,\r\n                                fontSize: \"1rem\",\r\n                                color: \"var(--sinch-accent, #000000)\",\r\n                            },\r\n                        },\r\n                        tooltip: {\r\n                            pointFormat: \"<b>{point.y}%<\/b>\",\r\n                        },\r\n                        accessibility: {\r\n                            enabled: false,\r\n                            point: {\r\n                                valueSuffix: \"%\",\r\n                            },\r\n                        }\r\n                        , colors: ['#1860f0','#5996ff','#a3c8ff','#4b575e',],\r\n                        plotOptions: {\r\n                            pie: {\r\n                                    allowPointSelect: false,\r\n                                    borderWidth: 0,\r\n                                    cursor: 'pointer',\r\n                                    dataLabels: {\r\n                                        enabled: true,\r\n                                        format: `<span style='font-size:1.7em; font-weight:400'>{point.y}%<\/span><br><span style='font-weight:400' class='d-none d-lg-inline'>{point.name}<\/span>`,\r\n                                        distance: 30,\r\n                                        connectorColor: '#c9d1d6',\r\n                                        style: {\r\n                                            color: 'var(--sinch-body-color, #000000)',\r\n                                            textOutline: 'none',\r\n                                        },\r\n                                        padding: 10,\r\n                                    },\r\n                                },                        },\r\n                        series: [\r\n                             {\r\n                                animation: {\r\n                                    duration: 2000,\r\n                                }\r\n                                ,\r\n                                            colorByPoint: true,\r\n                                            name: 'Percentage'\r\n                                        ,\r\n\r\n                                data: [\r\n                                    \r\n                                                {\r\n                                                    name: `R\u00e9partition \u00e9quitable entre la cr\u00e9ation de garde-fous et l'am\u00e9lioration des fonctionnalit\u00e9s de l'agent d'AI`,\r\n                                                    y: 49,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `La majeure partie du temps est consacr\u00e9e \u00e0 la cr\u00e9ation de garde-fous et de contr\u00f4les de s\u00e9curit\u00e9`,\r\n                                                    y: 35,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `La majeure partie du temps est consacr\u00e9e \u00e0 l'am\u00e9lioration des fonctionnalit\u00e9s de l'agent d'AI`,\r\n                                                    y: 14,\r\n                                                },\r\n                                            \r\n                                                {\r\n                                                    name: `Je ne sais pas \/ hors de ma zone de visibilit\u00e9`,\r\n                                                    y: 2,\r\n                                                },\r\n                                                                            ],\r\n                            }\r\n                                                                                ],\r\n                    });\r\n                }\r\n\r\n                document.addEventListener(\"DOMContentLoaded\", function() {\r\n                    const chartElement = document.getElementById(\"highcharts_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA\");\r\n\r\n                    \/\/ on frontend: Init chart only on scroll (if not initialised)\r\n                    function checkAndInitChart() {\r\n                        if (!chartElement || chartElement.dataset.initialized === \"true\") return;\r\n                        if (isScrolledIntoView(chartElement)) {\r\n                            chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA();\r\n                        }\r\n                    }\r\n\r\n                    window.addEventListener(\"scroll\", checkAndInitChart);\r\n                    window.addEventListener(\"resize\", chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA, true);\r\n\r\n                    \/\/ If is visible on load, init\r\n                    checkAndInitChart();\r\n                });\r\n\r\n                \/\/ If we are in Block Editor, reinit chart on each change\r\n                            })();\r\n\r\n            \/\/ window.addEventListener('DOMContentLoaded', function() {\r\n            \/\/     let chartInitialized_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = false;\r\n            \/\/     const chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = \"highcharts_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA\";\r\n\r\n            \/\/     chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA(chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA);\r\n\r\n            \/\/     const chartElement_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = document.getElementById(chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA);\r\n            \/\/     if (window.isScrolledIntoView(chartElement_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA, false)) {\r\n            \/\/         chartInitialized_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = true;\r\n            \/\/     }\r\n\r\n            \/\/     addEventListener(\"scroll\", (event) => {\r\n            \/\/         if (!chartInitialized_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA) {\r\n            \/\/             const chartElement_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = document.getElementById(chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA);\r\n            \/\/             if (window.isScrolledIntoView(chartElement_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA, false)) {\r\n            \/\/                 chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA(chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA);\r\n\r\n            \/\/                 chartInitialized_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = true;\r\n            \/\/             }\r\n            \/\/         }\r\n            \/\/     });\r\n            \/\/ });\r\n\r\n            \/\/ window.addEventListener('resize', function(event) {\r\n            \/\/     const chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA = \"highcharts_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA\";\r\n            \/\/     chartInit_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA(chartID_block_YmxvY2tfNjg1NjNmN2NkYWYwYTgxOGU1MWExZWM0ZmFhMTIzMzA);\r\n            \/\/ }, true);\r\n\r\n            \/\/         <\/script>\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-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 y a un co\u00fbt qui n&rsquo;appara\u00eet ni dans le tableau de bord ni dans les plaintes du client. Lorsqu&rsquo;un agent est retir\u00e9, l&rsquo;\u00e9quipe d&rsquo;ing\u00e9nierie revient en arri\u00e8re avec lui \u2013 en diagnostiquant, reconstruisant, retestant et red\u00e9ployant \u2013 pendant que le backlog des fonctionnalit\u00e9s s&rsquo;accumule.\u00a0<\/p><p>\u00a0Et ce fardeau d&rsquo;ing\u00e9nierie ne commence pas avec un retrait. Les recherches de Sinch (2026) montrent que <b>84 % des \u00e9quipes d&rsquo;ing\u00e9nierie d&rsquo;AI d\u00e9clarent passer au moins la moiti\u00e9 de leur temps \u00e0 cr\u00e9er 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 % y passent la majeure partie de leur temps au lieu de travailler sur la prochaine fonctionnalit\u00e9.\u00a0<\/p><p>Cependant, tout ce travail ne vise pas \u00e0 corriger la m\u00eame chose. L&rsquo;exposition des PII, la perte de contexte et les lacunes dans les pistes d&rsquo;audit trouvent leur origine dans la couche d&rsquo;infrastructure. Ce sont des \u00e9checs que la plateforme devrait d\u00e9tecter avant qu&rsquo;ils n&rsquo;atteignent l&rsquo;agent. Les hallucinations et les r\u00e9ponses non conformes \u00e0 la marque constituent une cat\u00e9gorie diff\u00e9rente, des probl\u00e8mes de mod\u00e8le et de prompt qu&rsquo;aucun investissement en infrastructure ne pourra emp\u00eacher. La charge des garde-fous s&rsquo;accumule de toute fa\u00e7on, mais ce que vous payez pour r\u00e9parer est diff\u00e9rent. <\/p><p class=\"mb-0\"><small>Les donn\u00e9es de Sinch (2026) montrent que 84 % des \u00e9quipes d&rsquo;ing\u00e9nierie des communications de l&rsquo;AI passent au moins la moiti\u00e9 de leur temps \u00e0 cr\u00e9er 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;AI de la m\u00eame mani\u00e8re. <\/p><p class=\"mb-0\">Lorsqu&rsquo;un agent tombe en panne dans la r\u00e9gion APAC, o\u00f9 un tiers des entreprises envoient plus de 100 millions de messages par mois, l&rsquo;exposition du support est imm\u00e9diate et massive. Dans la r\u00e9gion EMEA, le RGPD fa\u00e7onne la mani\u00e8re dont les organisations 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 % des organisations de la r\u00e9gion <b>APAC<\/b> citent une <b>augmentation de la charge de travail de l&rsquo;\u00e9quipe de support<\/b> comme la principale cons\u00e9quence de l&rsquo;\u00e9chec de l&rsquo;agent d&rsquo;AI, soit 10 points 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>, les personnes interrog\u00e9es citent <b>les dommages \u00e0 la r\u00e9putation de la marque<\/b> comme le plus grand impact de l&rsquo;\u00e9chec de l&rsquo;agent d&rsquo;AI \u00e0 38 %.                                <\/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 protection de la vie priv\u00e9e d\u00e8s la conception une exigence de d\u00e9veloppement, 78 % des \u00e9quipes d&rsquo;ing\u00e9nierie passent <b>au moins la moiti\u00e9 de leur temps sur les contr\u00f4les de s\u00e9curit\u00e9<\/b> \u2013 le niveau le plus bas de toutes les r\u00e9gions, mais cela repr\u00e9sente toujours 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 for Que faire de cela\" 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 cela<\/h3><div class=\"content-body mb-0 mt-3 mt-lg-4\"><p><b>Les \u00e9checs de gouvernance de l&rsquo;AI dans la communication client ont un impact sur trois domaines simultan\u00e9ment<\/b> : la surcharge 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 n&rsquo;ont pas tous la m\u00eame solution. Si vos ing\u00e9nieurs passent pr\u00e8s de la moiti\u00e9 de leur temps sur des garde-fous \u2013 comme l&rsquo;indiquent la plupart des \u00e9quipes dans ce rapport de recherche \u2013 demandez-vous quel type de garde-fous.<\/p><p class=\"mb-0\">Les \u00e9checs d&rsquo;infrastructure peuvent \u00eatre r\u00e9solus au niveau de la plateforme, avec le masquage des PII, la limitation du d\u00e9bit, les pistes d&rsquo;audit et l&rsquo;application de la conformit\u00e9 int\u00e9gr\u00e9s nativement \u00e0 celle-ci, et non en tant que livrables d&rsquo;ing\u00e9nierie. Et c&rsquo;est cette capacit\u00e9 de sprint qui retourne \u00e0 la feuille de route du produit. Mais les \u00e9checs de mod\u00e8le n\u00e9cessitent une solution diff\u00e9rente. Les traiter de la m\u00eame mani\u00e8re revient \u00e0 d\u00e9penser pour les sympt\u00f4mes alors 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},"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 v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Le v\u00e9ritable impact des \u00e9checs de l&#039;AI dans la communication client - Sinch<\/title>\n<meta name=\"description\" content=\"Lorsque les agents d&#039;AI \u00e9chouent, l&#039;impact touche le support, la marque et l&#039;ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Le v\u00e9ritable impact des \u00e9checs de l&#039;AI dans la communication client - Sinch\" \/>\n<meta property=\"og:description\" content=\"Lorsque les agents d&#039;AI \u00e9chouent, l&#039;impact touche le support, la marque et l&#039;ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/\" \/>\n<meta property=\"og:site_name\" content=\"Sinch\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/wearesinch\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-08T02:43:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sinch.com\/wp-content\/uploads\/2026\/04\/SI-AI-Production-Paradox-Link-Preview.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"632\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@WeAreSinch\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/\",\"url\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/\",\"name\":\"Le v\u00e9ritable impact des \u00e9checs de l'AI dans la communication client - Sinch\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sinch.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/SI-AI-Paradox-Hero-Chapter03.png\",\"datePublished\":\"2026-06-26T14:47:01+00:00\",\"dateModified\":\"2026-07-08T02:43:21+00:00\",\"description\":\"Lorsque les agents d'AI \u00e9chouent, l'impact touche le support, la marque et l'ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/#primaryimage\",\"url\":\"https:\\\/\\\/sinch.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/SI-AI-Paradox-Hero-Chapter03.png\",\"contentUrl\":\"https:\\\/\\\/sinch.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/SI-AI-Paradox-Hero-Chapter03.png\",\"width\":1600,\"height\":1600,\"caption\":\"Crumbling foundation of an AI agent\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/ai-production-paradox\\\/chapter\\\/vrai-cout-echecs\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/sinch.com\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Le vrai co\u00fbt des \u00e9checs de gouvernance\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/sinch.com\\\/fr\\\/\",\"name\":\"Sinch\",\"description\":\"SMS Messaging, Voice, Email, Video &amp; Verification APIs | Sinch\",\"publisher\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sinch.com\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#organization\",\"name\":\"Sinch\",\"url\":\"https:\\\/\\\/sinch.com\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/sinch.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/Thumbnail-Logo-Honey.png\",\"contentUrl\":\"https:\\\/\\\/sinch.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/Thumbnail-Logo-Honey.png\",\"width\":800,\"height\":496,\"caption\":\"Sinch\"},\"image\":{\"@id\":\"https:\\\/\\\/sinch.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/wearesinch\\\/\",\"https:\\\/\\\/x.com\\\/WeAreSinch\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/sinch\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCZZ2u_B2afTxA0v-xcgfsaw\",\"https:\\\/\\\/www.instagram.com\\\/wearesinch\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Le v\u00e9ritable impact des \u00e9checs de l'AI dans la communication client - Sinch","description":"Lorsque les agents d'AI \u00e9chouent, l'impact touche le support, la marque et l'ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.","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:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/","og_locale":"fr_FR","og_type":"article","og_title":"Le v\u00e9ritable impact des \u00e9checs de l'AI dans la communication client - Sinch","og_description":"Lorsque les agents d'AI \u00e9chouent, l'impact touche le support, la marque et l'ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.","og_url":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/","og_site_name":"Sinch","article_publisher":"https:\/\/www.facebook.com\/wearesinch\/","article_modified_time":"2026-07-08T02:43:21+00:00","og_image":[{"width":1200,"height":632,"url":"https:\/\/sinch.com\/wp-content\/uploads\/2026\/04\/SI-AI-Production-Paradox-Link-Preview.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@WeAreSinch","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/","url":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/","name":"Le v\u00e9ritable impact des \u00e9checs de l'AI dans la communication client - Sinch","isPartOf":{"@id":"https:\/\/sinch.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/#primaryimage"},"image":{"@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/#primaryimage"},"thumbnailUrl":"https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-AI-Paradox-Hero-Chapter03.png","datePublished":"2026-06-26T14:47:01+00:00","dateModified":"2026-07-08T02:43:21+00:00","description":"Lorsque les agents d'AI \u00e9chouent, l'impact touche le support, la marque et l'ing\u00e9nierie. D\u00e9couvrez pourquoi la plupart des organisations passent \u00e0 c\u00f4t\u00e9 du co\u00fbt total des \u00e9checs de gouvernance.","breadcrumb":{"@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/#primaryimage","url":"https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-AI-Paradox-Hero-Chapter03.png","contentUrl":"https:\/\/sinch.com\/wp-content\/uploads\/2026\/05\/SI-AI-Paradox-Hero-Chapter03.png","width":1600,"height":1600,"caption":"Crumbling foundation of an AI agent"},{"@type":"BreadcrumbList","@id":"https:\/\/sinch.com\/fr\/ai-production-paradox\/chapter\/vrai-cout-echecs\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sinch.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Le vrai co\u00fbt des \u00e9checs de gouvernance"}]},{"@type":"WebSite","@id":"https:\/\/sinch.com\/fr\/#website","url":"https:\/\/sinch.com\/fr\/","name":"Sinch","description":"SMS Messaging, Voice, Email, Video &amp; Verification APIs | Sinch","publisher":{"@id":"https:\/\/sinch.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sinch.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/sinch.com\/fr\/#organization","name":"Sinch","url":"https:\/\/sinch.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sinch.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/sinch.com\/wp-content\/uploads\/2024\/09\/Thumbnail-Logo-Honey.png","contentUrl":"https:\/\/sinch.com\/wp-content\/uploads\/2024\/09\/Thumbnail-Logo-Honey.png","width":800,"height":496,"caption":"Sinch"},"image":{"@id":"https:\/\/sinch.com\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/wearesinch\/","https:\/\/x.com\/WeAreSinch","https:\/\/www.linkedin.com\/company\/sinch","https:\/\/www.youtube.com\/channel\/UCZZ2u_B2afTxA0v-xcgfsaw","https:\/\/www.instagram.com\/wearesinch\/"]}]}},"_links":{"self":[{"href":"https:\/\/sinch.com\/fr\/wp-json\/wp\/v2\/ai-prod-chapter\/194233","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sinch.com\/fr\/wp-json\/wp\/v2\/ai-prod-chapter"}],"about":[{"href":"https:\/\/sinch.com\/fr\/wp-json\/wp\/v2\/types\/ai-prod-chapter"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sinch.com\/fr\/wp-json\/wp\/v2\/media\/185094"}],"wp:attachment":[{"href":"https:\/\/sinch.com\/fr\/wp-json\/wp\/v2\/media?parent=194233"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}