{"id":69558,"date":"2024-01-11T12:19:00","date_gmt":"2024-01-11T11:19:00","guid":{"rendered":"https:\/\/www.calyps.ch\/?p=69558"},"modified":"2024-11-27T15:03:47","modified_gmt":"2024-11-27T14:03:47","slug":"maturite-data-etape-5-l-organisation-transformee","status":"publish","type":"post","link":"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/","title":{"rendered":"Maturit\u00e9 data, \u00e9tape 5: l\u2019organisation transform\u00e9e"},"content":{"rendered":"\n<p><em>Avertissement: quoi qu\u2019on puisse lire \u00e0 l\u2019heure actuelle, peu d&rsquo;organisations sont arriv\u00e9es au dernier stade de la maturit\u00e9 data.<\/em> Aussi ambitieux soit-il, c&rsquo;est l\u2019objectif ultime de la plupart des entreprises en phase de transformation. En effet, \u00e0 ce stade:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>l&rsquo;apprentissage automatis\u00e9 est mature ;<\/li><li>les donn\u00e9es utilis\u00e9es sont propres et r\u00e9guli\u00e8rement mises \u00e0 jour ;<\/li><li>les \u00e9quipes op\u00e9rationnelles poss\u00e8dent de larges comp\u00e9tences en science des donn\u00e9es.<\/li><\/ul>\n\n\n\n<p><br>Pr\u00e9c\u00e9demment, les employ\u00e9s auront \u00e9t\u00e9 form\u00e9s \u00e0 utiliser les donn\u00e9es pour collaborer \u00e0 l\u2019interne comme \u00e0 l\u2019externe. Par exemple, avec les fournisseurs privil\u00e9gi\u00e9s ou les clients \u201cB2B\u201d qui disposent d\u2019un accord contractuel pour l\u2019\u00e9tablissement de statistiques p\u00e9riodiques. Les \u00e9quipes op\u00e9rationnelles se sont adapt\u00e9es en cons\u00e9quence (i.e. <a href=\"https:\/\/www.calyps.ch\/fr\/chemin-de-la-maturite-data-etape-2-tableaux-de-bord-disponibles\/\" target=\"_blank\" rel=\"noreferrer noopener\">outil BI et tableaux de bord<\/a> \u00e0 leur disposition, <a href=\"https:\/\/www.calyps.ch\/fr\/maturite-data-etape-3-quand-les-donnees-racontent-enfin-notre-histoire\/\" target=\"_blank\" rel=\"noreferrer noopener\">culture data et centralisation des sources<\/a> de donn\u00e9es, gouvernance, etc.). Ces derni\u00e8res fonctionnent au sein d&rsquo;une structure transversale qui facilite l\u2019utilisation des donn\u00e9es en autonomie. Tandis que le <em>machine learning<\/em> automatise les t\u00e2ches r\u00e9p\u00e9titives \u00e0 faible valeur ajout\u00e9e, les employ\u00e9s se concentrent sur les activit\u00e9s \u00e0 haute valeur ajout\u00e9e. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">L\u2019organisation transform\u00e9e: l\u2019exemple des m\u00e9dias<\/h4>\n\n\n\n<p>Vous voulez du concret ? Prenons le cas du <em>customer churn <\/em>(\u2018attrition client\u2019 en fran\u00e7ais), un indicateur dont les m\u00e9dias traditionnels et \u00e9lectroniques sont friands. Le <em>churn<\/em> donne au fournisseur de prestations m\u00e9dias la probabilit\u00e9 de non-renouvellement d&rsquo;une offre pour un client donn\u00e9, ce sur les semaines ou mois \u00e0 venir. Appliqu\u00e9 \u00e0 la base de donn\u00e9es des abonn\u00e9s, un algorithme dressera la liste des clients susceptibles de se d\u00e9sabonner prochainement, selon leur <em>churn rate <\/em>respectif. Avec la liste des clients \u00e0 risque connue, il devient possible de les cibler au moyen d&rsquo;offres personnalis\u00e9es.<\/p>\n\n\n\n<p>Op\u00e9rer un changement n\u2019est jamais facile et l\u2019utilisation d\u2019algorithmes dans votre entreprise ne fera pas exception. Une partie des collaborateurs s&rsquo;en trouvera n\u00e9cessairement d\u00e9stabilis\u00e9e. C\u2019est l\u00e0 qu\u2019un accompagnement au changement et plusieurs phases de test pourraient s&rsquo;av\u00e9rer utiles.<\/p>\n\n\n\n<p>Pour reprendre l\u2019exemple des m\u00e9dias, ce n\u2019est pas tout de disposer des listes de clients \u00e0 risque. Quelle offre promotionnelle serait-elle susceptible de maintenir le plus grand nombre de <em>churners<\/em>, au moindre co\u00fbt ? Pour r\u00e9pondre \u00e0 cette question, tester des offres distinctes sur plusieurs segments clients permettra d\u2019impliquer les \u00e9quipes au front, tout en r\u00e9v\u00e9lant la meilleure solution. La mani\u00e8re dont les algorithmes peuvent soutenir vos \u00e9quipes sera d\u00e9terminante pour la suite des op\u00e9rations.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Webinaire sur l\u2019organisation transform\u00e9e.<\/h4>\n\n\n\n<p>Dans ce webinaire CALYPS est accompagn\u00e9e de l&rsquo;association LaData que nous avons cofond\u00e9e il y a 10 ans (!) Ensemble, nous vous proposons une pr\u00e9sentation sur l&rsquo;analyse pr\u00e9dictive appliqu\u00e9e aux m\u00e9dias. Celle-ci sera suivie d&rsquo;un \u00e9change inattendu sur&nbsp;le <em>Pr\u00e9sent &amp; Futur de l&rsquo;IA<\/em> avec 2 membres de <a href=\"https:\/\/www.calyps.ch\/fr\/equipe-calyps\/\" target=\"_blank\" rel=\"noreferrer noopener\">direction CALYPS <\/a>:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Marco Brienza, Pr\u00e9sident de l\u2019association LaData<\/strong>, pr\u00e9sentera son point de vue sur l\u2019organisation transform\u00e9e \u00e0 travers un cas d\u2019usage: <strong>le customer churn appliqu\u00e9 \u00e0 un groupe m\u00e9dia<\/strong>. Au menu: d\u00e9finition du customer churn, des 4 types de ratios applicables aux m\u00e9dias, description de 2 approches data [BI &amp; AI] pour estimer le(s) taux d&rsquo;attrition client.<\/li><li><strong>Mathieu Lorenzato, COO chez Calyps<\/strong>, abordera la construction d&rsquo;un projet BI + AI sous un angle particulier: celui d&rsquo;<strong>une offre pour livrer le customer churn d&rsquo;un groupe m\u00e9dia suisse qui n&rsquo;a <em>pas<\/em> fonctionn\u00e9.\u00a0<\/strong>Pour quelles raisons ? Avec quelles r\u00e9sistances internes et quels enseignements-cl\u00e9s ?<\/li><li><strong>Tony Germini, CEO chez Calyps<\/strong>, conclura ce webinaire avec <strong>l&rsquo;annonce de 2 nouveaux projets IA d\u00e9velopp\u00e9s en 2024<\/strong> pour 2 clients. Une organisation publique en Europe et une entreprise priv\u00e9e en Suisse se transforment&#8230; Quels ont \u00e9t\u00e9 les facteurs-cl\u00e9s de ces succ\u00e8s ? Quelle(s) diff\u00e9rence(s) entre march\u00e9s europ\u00e9en &amp; suisse ? Quels faux pas \u00e9viter pour acc\u00e9l\u00e9rer une d\u00e9marche IA ?<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.calyps.ch\/fr\/chemin-de-la-maturite-data-etape-2-tableaux-de-bord-disponibles\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cliquez ici pour acc\u00e9der \u00e0 l\u2019article pr\u00e9c\u00e9dent \u00e9tape 4 : Pr\u00e9visions ou pr\u00e9dictions<\/a>.<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/my.demio.com\/ref\/06n6ZTrt5MSmbXmW\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Visionnez ici le Webinar sur la Maturit\u00e9 Data, \u00e9tape 5 : L&rsquo;organisation Transform\u00e9e.<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Avertissement: quoi qu\u2019on puisse lire \u00e0 l\u2019heure actuelle, peu d&rsquo;organisations sont arriv\u00e9es au dernier stade de la maturit\u00e9 data. Aussi ambitieux soit-il, c&rsquo;est l\u2019objectif ultime de la plupart des entreprises en phase de transformation. En effet, \u00e0 ce stade: l&rsquo;apprentissage automatis\u00e9 est mature ; les donn\u00e9es utilis\u00e9es sont propres et r\u00e9guli\u00e8rement mises \u00e0 jour ; [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":69566,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[489,369],"tags":[463,465,464,429],"class_list":["post-69558","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-most_view","category-non-classifiee","tag-customer-churn","tag-maturite-data","tag-media","tag-predictive-churn"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Maturit\u00e9 data, \u00e9tape 5: l\u2019organisation transform\u00e9e &#8226; CALYPS<\/title>\n<meta name=\"description\" content=\"Dans le webinaire pr\u00e9vu ma. 6\/2\/24 \u00e0 13:00, la derni\u00e8re \u00e9tape du chemin de la maturit\u00e9 data sera abord\u00e9e: l&#039;organisation transform\u00e9e.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Maturit\u00e9 data, \u00e9tape 5: l\u2019organisation transform\u00e9e &#8226; CALYPS\" \/>\n<meta property=\"og:description\" content=\"Dans le webinaire pr\u00e9vu ma. 6\/2\/24 \u00e0 13:00, la derni\u00e8re \u00e9tape du chemin de la maturit\u00e9 data sera abord\u00e9e: l&#039;organisation transform\u00e9e.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\" \/>\n<meta property=\"og:site_name\" content=\"CALYPS\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-11T11:19:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-27T14:03:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/calyps.ch\/wp-content\/uploads\/2023\/12\/Calyps-LaData-Webinaire-Chemin-de-la-maturite-data-l-organisation-transformee-V2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"5478\" \/>\n\t<meta property=\"og:image:height\" content=\"3652\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marco BRIENZA\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marco BRIENZA\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\"},\"author\":{\"name\":\"Marco BRIENZA\",\"@id\":\"https:\/\/calyps.ch\/fr\/#\/schema\/person\/46ccb88f01e04d36038994d6d99f8cbc\"},\"headline\":\"Maturit\u00e9 data, \u00e9tape 5: l\u2019organisation transform\u00e9e\",\"datePublished\":\"2024-01-11T11:19:00+00:00\",\"dateModified\":\"2024-11-27T14:03:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\"},\"wordCount\":706,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/calyps.ch\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/calyps.ch\/wp-content\/uploads\/2023\/12\/Calyps-LaData-Webinaire-Chemin-de-la-maturite-data-l-organisation-transformee-V2.png\",\"keywords\":[\"customer churn\",\"maturit\u00e9 data\",\"media\",\"predictive churn\"],\"articleSection\":[\"most_view\",\"Non classifi\u00e9(e)\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\",\"url\":\"https:\/\/calyps.ch\/fr\/maturite-data-etape-5-l-organisation-transformee\/\",\"name\":\"Maturit\u00e9 data, \u00e9tape 5: l\u2019organisation transform\u00e9e &#8226; 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