{"id":265623,"date":"2025-02-26T06:30:00","date_gmt":"2025-02-26T06:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=265623"},"modified":"2025-02-21T13:52:52","modified_gmt":"2025-02-21T13:52:52","slug":"salesforce-data-cloud-integration-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/salesforce-data-cloud-integration-tout-savoir","title":{"rendered":"Salesforce \u2013 Data Cloud Integration : Comment int\u00e9grer les donn\u00e9es ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"265623\" class=\"elementor elementor-265623\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e711c6 e-flex e-con-boxed e-con\" data-id=\"7e711c6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7399169 elementor-widget elementor-widget-text-editor\" data-id=\"7399169\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>L&rsquo;explosion des volumes de donn\u00e9es confronte les entreprises \u00e0 un d\u00e9fi majeur : transformer cette masse d&rsquo;informations en v\u00e9ritable levier de performance. La Data Cloud int\u00e9gration<\/strong><span style=\"font-weight: 400;\"><strong> \u00e9merge comme la solution strat\u00e9gique pour orchestrer efficacement ce patrimoine informationnel en pleine croissance. D\u00e9couvrez comment la mettre en place.<\/strong> <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-055ad0c e-flex e-con-boxed e-con\" data-id=\"055ad0c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5793b8c elementor-widget elementor-widget-heading\" data-id=\"5793b8c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-large\">L\u2019int\u00e9gration de donn\u00e9es, un enjeu en pleine croissance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-556ff93 elementor-widget elementor-widget-text-editor\" data-id=\"556ff93\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En 2028, la cr\u00e9ation mondiale de donn\u00e9es devrait atteindre <a href=\"https:\/\/www.statista.com\/statistics\/871513\/worldwide-data-created\/\">394 zettabytes<\/a> (autrement dit 397 000 000 000 000 000 000 000 bytes de donn\u00e9es). Face \u00e0 l&rsquo;explosion exponentielle du volume des donn\u00e9es d&rsquo;entreprise, il est <\/span><b>urgent de repenser l\u2019approche de gestion informationnelle.\u00a0<\/b><\/p><p><span style=\"font-weight: 400;\">Car les donn\u00e9es produites sont loin d\u2019\u00eatre uniformes. Provenant de sources disparates<\/span><span style=\"font-weight: 400;\"> (comme des <a href=\"https:\/\/datascientest.com\/data-lake-tout-savoir\">data lakes<\/a>, <a href=\"https:\/\/datascientest.com\/data-warehouse\">data warehouses<\/a>, <a href=\"https:\/\/datascientest.com\/bases-de-donnees-relationnelles\">bases de donn\u00e9es relationnelles<\/a> ou non, \u2026),<\/span><span style=\"font-weight: 400;\"> la majorit\u00e9 des datas disponibles ne sont pas structur\u00e9es. R\u00e9sultat ?<\/span><b> Une impossibilit\u00e9 \u00e0 tirer parti de ces milliards d\u2019informations.\u00a0<\/b><\/p><p><span style=\"font-weight: 400;\">C\u2019est l\u00e0 que la Data Cloud int\u00e9gration entre en jeu. En plus d\u2019exploiter pleinement le potentiel analytique des donn\u00e9es, cela garantit la<\/span><b> coh\u00e9rence et la fiabilit\u00e9 des informations<\/b><span style=\"font-weight: 400;\"> \u00e0 l&rsquo;\u00e9chelle de l&rsquo;entreprise. Au-del\u00e0 de la simple consolidation technique, cette d\u00e9marche d&rsquo;int\u00e9gration constitue un v\u00e9ritable levier de transformation digitale. Elle ouvre la voie \u00e0 des analyses avanc\u00e9es et \u00e0 l&rsquo;exploitation intelligente des donn\u00e9es par les technologies IA. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa7bb0b e-flex e-con-boxed e-con\" data-id=\"fa7bb0b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d05ab3 elementor-widget elementor-widget-heading\" data-id=\"5d05ab3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">Data Cloud Salesforce, la plateforme qui simplifie l\u2019int\u00e9gration de donn\u00e9es<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4593384 elementor-widget elementor-widget-text-editor\" data-id=\"4593384\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Au c\u0153ur de l&rsquo;<a href=\"https:\/\/datascientest.com\/salesforce-tout-savoir\">\u00e9cosyst\u00e8me Salesforce<\/a>, Data Cloud red\u00e9finit la <\/span><b>gestion unifi\u00e9e des ressources informationnelles en entreprise<\/b><span style=\"font-weight: 400;\">. Cette solution innovante se distingue par sa capacit\u00e9 \u00e0 orchestrer et centraliser les flux de donn\u00e9es provenant d&rsquo;un vaste r\u00e9seau de plus de 200 syst\u00e8mes et applications interconnect\u00e9s.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Avec son architecture native, Salesforce <\/span><b>synchronise harmonieusement les donn\u00e9es issues de multiples sources<\/b><span style=\"font-weight: 400;\">, qu&rsquo;il s&rsquo;agisse d&rsquo;entrep\u00f4ts sp\u00e9cialis\u00e9s ou de lacs de donn\u00e9es volumineux. Cette approche r\u00e9volutionnaire de la Data Cloud int\u00e9gration permet aux organisations de construire une vision globale et pr\u00e9cise de leur base client.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En conjuguant flexibilit\u00e9 technologique et interop\u00e9rabilit\u00e9 avanc\u00e9e, la data plateform \u00e9tablit un nouveau standard dans la <strong>d\u00e9mocratisation de l&rsquo;acc\u00e8s aux donn\u00e9es<\/strong>. Que ce soit les \u00e9quipes humaines ou les solutions d&rsquo;intelligence artificielle, chacun peut exploiter pleinement ce patrimoine informationnel unifi\u00e9.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e0f829 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"3e0f829\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-salesforce\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Approfondir Data Cloud Salesforce<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3434712 e-flex e-con-boxed e-con\" data-id=\"3434712\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fdaa0a7 elementor-widget elementor-widget-heading\" data-id=\"fdaa0a7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">4 \u00e9tapes pour l\u2019int\u00e9gration sur Data Cloud<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-335cdc3 elementor-widget elementor-widget-heading\" data-id=\"335cdc3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1 - Importer des donn\u00e9es<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef527f0 elementor-widget elementor-widget-text-editor\" data-id=\"ef527f0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L&rsquo;int\u00e9gration initiale des donn\u00e9es dans <a href=\"https:\/\/datascientest.com\/salesforce-data-cloud-platform-tout-savoir\">Data Cloud<\/a> repose sur une phase fondamentale d&rsquo;importation, facilit\u00e9e par une architecture technologique particuli\u00e8rement flexible.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 de multiples connecteurs disponibles, Salesforce se montre tr\u00e8s polyvalent en mati\u00e8re de sources de donn\u00e9es accept\u00e9es. <a href=\"https:\/\/datascientest.com\/snowflake\">Snowflake<\/a>, <a href=\"https:\/\/datascientest.com\/databricks-lentreprise-tech-qui-leve-10-milliards-de-dollars\">DataBricks<\/a>, <a href=\"https:\/\/datascientest.com\/formation-azure\">Microsoft Azure<\/a>, <a href=\"https:\/\/datascientest.com\/google-cloud-platform-tout-savoir\">Google Cloud<\/a>, <a href=\"https:\/\/datascientest.com\/amazon-s3\">Amazon s3<\/a>\u2026 la plateforme excelle dans sa capacit\u00e9 \u00e0 <\/span><b>\u00e9tablir des ponts avec les \u00e9cosyst\u00e8mes num\u00e9riques existants. <\/b><span style=\"font-weight: 400;\">Vous pouvez ainsi consolider votre patrimoine informationnel sans friction technique.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39cb6f9 elementor-widget elementor-widget-image\" data-id=\"39cb6f9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1232\" height=\"478\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-1.webp\" class=\"attachment-full size-full wp-image-265626\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-1.webp 1232w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-1-300x116.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-1-1024x397.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-1-768x298.webp 768w\" sizes=\"(max-width: 1232px) 100vw, 1232px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba8b894 elementor-widget elementor-widget-heading\" data-id=\"ba8b894\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2 - Choisir le mode de connexion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-809323b elementor-widget elementor-widget-text-editor\" data-id=\"809323b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En parall\u00e8le \u00e0 l\u2019importation, vous devez s\u00e9lectionner le mode de connexion le plus adapt\u00e9 aux besoins sp\u00e9cifiques de votre organisation. En fonction de vos objectifs et contraintes techniques, trois approches distinctes s&rsquo;offrent \u00e0 vous :<\/span><\/p><ul><li><b>Traitement s\u00e9quentiel <\/b><span style=\"font-weight: 400;\">: cette m\u00e9thode syst\u00e9matique orchestr\u00e9e assure le transfert planifi\u00e9 des donn\u00e9es par s\u00e9quences ordonn\u00e9es. Ce faisant, le traitement s\u00e9quentiel garantit l&rsquo;int\u00e9grit\u00e9 et la coh\u00e9rence des informations lors de leur migration vers la plateforme.<\/span><\/li><li><b>Flux dynamique<\/b><span style=\"font-weight: 400;\"> : il permet une gestion fluide et continue des donn\u00e9es entrantes, optimisant le traitement des informations pour une exploitation imm\u00e9diate au sein de l&rsquo;\u00e9cosyst\u00e8me Data Cloud.<\/span><\/li><li><b>Synchronisation instantan\u00e9e<\/b><span style=\"font-weight: 400;\"> : cette solution assure une mise \u00e0 jour constante des donn\u00e9es. Les entreprises peuvent alors exploiter des informations en temps r\u00e9el pour d\u00e9ployer des strat\u00e9gies de personnalisation ultra-cibl\u00e9es.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a667fd4 elementor-widget elementor-widget-text-editor\" data-id=\"a667fd4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Le choix judicieux du mode de connexion constitue un facteur d\u00e9terminant dans la r\u00e9ussite de votre strat\u00e9gie d&rsquo;int\u00e9gration des donn\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bc97e2 elementor-widget elementor-widget-heading\" data-id=\"5bc97e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3 - Activer les donn\u00e9es structur\u00e9es et non structur\u00e9es<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e310adf elementor-widget elementor-widget-text-editor\" data-id=\"e310adf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Une fois les donn\u00e9es import\u00e9es, la Data Cloud transforme les informations brutes en ressources strat\u00e9giques exploitables. Pour ce faire, il mobilise des m\u00e9canismes sophistiqu\u00e9s de traitement qui <\/span><b>valorisent aussi bien les donn\u00e9es structur\u00e9es que non structur\u00e9es<\/b><span style=\"font-weight: 400;\"> au sein d&rsquo;un \u00e9cosyst\u00e8me unifi\u00e9.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Les organisations peuvent d\u00e9sormais exploiter pleinement leur patrimoine num\u00e9rique ; notamment pour alimenter des initiatives de personnalisation, d&rsquo;<a href=\"https:\/\/datascientest.com\/automatisation-tout-savoir\">automatisation<\/a> ou encore d&rsquo;<a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\">intelligence artificielle<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-602f3a7 elementor-widget elementor-widget-heading\" data-id=\"602f3a7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4 - Partager ses donn\u00e9es<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a2c14f elementor-widget elementor-widget-text-editor\" data-id=\"7a2c14f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La Data Cloud Int\u00e9gration ne se limite par \u00e0 l\u2019importation des donn\u00e9es dans <a href=\"https:\/\/datascientest.com\/crm-tout-savoir\">les CRM<\/a>. Elle s&rsquo;\u00e9tend \u00e9galement aux canaux de distribution.<\/span><b> Les donn\u00e9es enrichies s\u2019exportent vers des plateformes strat\u00e9giques<\/b><span style=\"font-weight: 400;\"> de marketing digital et d&rsquo;analyse avanc\u00e9e. Le r\u00e9servoir d&rsquo;informations unifi\u00e9 se transforme ainsi en v\u00e9ritable carrefour d&rsquo;\u00e9change.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Cette approche multidirectionnelle du partage des donn\u00e9es d\u00e9multiplie la valeur du patrimoine informationnel en alimentant simultan\u00e9ment les diff\u00e9rents leviers de croissance de l&rsquo;organisation.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94a76aa elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"94a76aa\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-salesforce\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Ma\u00eetriser l'int\u00e9gration sur Data Cloud<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f3ff4a e-flex e-con-boxed e-con\" data-id=\"7f3ff4a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-132f7b9 elementor-widget elementor-widget-heading\" data-id=\"132f7b9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">Les bonnes pratiques avec Data Cloud Int\u00e9gration<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-397b0fd elementor-widget elementor-widget-heading\" data-id=\"397b0fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Le mappage de donn\u00e9es<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41b34b8 elementor-widget elementor-widget-text-editor\" data-id=\"41b34b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La Data Cloud Int\u00e9gration transcende la simple migration technique vers le cloud. Elle exige une r\u00e9flexion pouss\u00e9e sur les enjeux r\u00e9glementaires. Le mappage des donn\u00e9es appara\u00eet alors comme un pr\u00e9requis fondamental.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Tout commence par une analyse approfondie du patrimoine informationnel existant et des objectifs strat\u00e9giques vis\u00e9s.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Suite \u00e0 cette analyse, la <\/span><b>cartographie d\u00e9taille les flux d&rsquo;information.<\/b><span style=\"font-weight: 400;\"> Cela permet non seulement d&rsquo;identifier les correspondances entre les diff\u00e9rentes sources de donn\u00e9es, mais \u00e9galement d&rsquo;anticiper les transformations n\u00e9cessaires pour garantir une int\u00e9gration harmonieuse.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Au-del\u00e0 des aspects techniques, cette approche m\u00e9thodique du mappage constitue un garde-fou contre les \u00e9cueils classiques des projets de transformation num\u00e9rique. Par exemple, l&rsquo;illusion du \u00ab\u00a0lift and shift\u00a0\u00bb qui consisterait \u00e0 simplement transposer les syst\u00e8mes existants sans repenser leur architecture.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f606a20 elementor-widget elementor-widget-image\" data-id=\"f606a20\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"562\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-2.webp\" class=\"attachment-full size-full wp-image-265648\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-2.webp 1000w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-2-300x169.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest-2-768x432.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c32842 elementor-widget elementor-widget-heading\" data-id=\"9c32842\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">La qualit\u00e9 des donn\u00e9es<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d08c13 elementor-widget elementor-widget-text-editor\" data-id=\"3d08c13\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La qualit\u00e9 des donn\u00e9es constitue un pilier essentiel de toute strat\u00e9gie de Data Cloud int\u00e9gration performante. Il ne s\u2019agit pas seulement d\u2019une v\u00e9rification technique, mais d\u2019une <\/span><b>approche syst\u00e9matique et automatis\u00e9e pour maintenir l&rsquo;int\u00e9grit\u00e9 du patrimoine informationnel<\/b><span style=\"font-weight: 400;\">. L&rsquo;enjeu est d&rsquo;autant plus crucial que la moindre inexactitude peut compromettre la fiabilit\u00e9 de l&rsquo;ensemble du syst\u00e8me et, par cons\u00e9quent, la pertinence des analyses qui en d\u00e9coulent.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Bonne nouvelle : les solutions Salesforce d&rsquo;assurance qualit\u00e9 permettent d\u00e9sormais d&rsquo;orchestrer cette surveillance \u00e0 grande \u00e9chelle gr\u00e2ce \u00e0 des m\u00e9canismes sophistiqu\u00e9s. C\u2019est notamment le cas des <\/span><b>protocoles de validation automatis\u00e9s<\/b><span style=\"font-weight: 400;\"> qui interceptent les anomalies avant leur int\u00e9gration, standardisent les processus de collecte entre les diff\u00e9rentes \u00e9quipes, et facilitent la correction des irr\u00e9gularit\u00e9s sans intervention technique complexe.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Cette approche proactive de la qualit\u00e9 des donn\u00e9es constitue ainsi un rempart essentiel contre la d\u00e9gradation progressive du capital informationnel de l&rsquo;entreprise.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f7f2c8 elementor-widget elementor-widget-heading\" data-id=\"8f7f2c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les int\u00e9grations zero copy<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-529f1bd elementor-widget elementor-widget-text-editor\" data-id=\"529f1bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L\u2019int\u00e9gration zero copy r\u00e9pond \u00e0 une probl\u00e9matique cruciale des entreprises modernes : la n\u00e9cessit\u00e9 d&rsquo;<strong>exploiter des donn\u00e9es dispers\u00e9es sans multiplier les copies et les synchronisations complexes<\/strong>. Cette solution avant-gardiste permet d&rsquo;interagir directement avec les informations stock\u00e9es dans divers environnements, qu&rsquo;il s&rsquo;agisse d&rsquo;entrep\u00f4ts de donn\u00e9es externes ou de plateformes tierces. Et ce, tout en les maintenant dans leur emplacement d&rsquo;origine.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Avec zero copy, <\/span><b>fini les contraintes traditionnelles li\u00e9es \u00e0 la duplication des donn\u00e9es <\/b><span style=\"font-weight: 400;\">(comme la cr\u00e9ation et la maintenance de pipelines d&rsquo;extraction).\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En prime, cette approche permet une exploitation imm\u00e9diate des ressources informationnelles pour des cas d&rsquo;usage avanc\u00e9s, notamment en <\/span><a href=\"https:\/\/datascientest.com\/salesforce-ai-tout-savoir\"><span style=\"font-weight: 400;\">intelligence artificielle.<\/span><\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6051f19 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"6051f19\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-salesforce\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se forcer \u00e0 Salesforce<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8d7e7b e-flex e-con-boxed e-con\" data-id=\"f8d7e7b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ebdad0d elementor-widget elementor-widget-text-editor\" data-id=\"ebdad0d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">Il ne s\u2019agit l\u00e0 que de quelques exemples de bonnes pratiques de Data Cloud Int\u00e9gration. En r\u00e9alit\u00e9, il y en a des dizaines. Mais pour toutes les ma\u00eetriser, mieux vaut <a href=\"https:\/\/datascientest.com\/formation-salesforce\">se former \u00e0 Salesforce<\/a> avec DataScientest. <\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7d30f1 e-flex e-con-boxed e-con\" data-id=\"d7d30f1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39e5d04 elementor-widget elementor-widget-html\" data-id=\"39e5d04\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Qu'est-ce que l'int\u00e9gration Data Cloud ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"L'int\u00e9gration Data Cloud consiste \u00e0 connecter diff\u00e9rentes sources de donn\u00e9es \u00e0 une plateforme de cloud computing pour centraliser, analyser et exploiter les informations en temps r\u00e9el. Elle permet aux entreprises de prendre des d\u00e9cisions bas\u00e9es sur des donn\u00e9es consolid\u00e9es et fiables.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quels sont les avantages de l'int\u00e9gration Data Cloud ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"L'int\u00e9gration Data Cloud am\u00e9liore la gestion des donn\u00e9es en les centralisant sur une seule plateforme. Elle permet une meilleure visibilit\u00e9 sur les informations, optimise l'analyse pr\u00e9dictive, favorise l'automatisation des processus et garantit la s\u00e9curit\u00e9 des donn\u00e9es.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quels outils sont utilis\u00e9s pour l'int\u00e9gration Data Cloud ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Parmi les outils couramment utilis\u00e9s, on retrouve les ETL (Extract, Transform, Load) comme Talend et Informatica, les plateformes d'int\u00e9gration comme MuleSoft et Apache NiFi, ainsi que les solutions cloud telles que AWS Glue, Google Cloud Data Fusion et Azure Data Factory.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quels sont les d\u00e9fis de l'int\u00e9gration Data Cloud ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Les principaux d\u00e9fis incluent la compatibilit\u00e9 des formats de donn\u00e9es, la gestion de la qualit\u00e9 et de la gouvernance des donn\u00e9es, la s\u00e9curisation des flux de donn\u00e9es et la scalabilit\u00e9 des infrastructures pour supporter un volume croissant d'informations.\"\r\n      }\r\n    }\r\n  ]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L&rsquo;explosion des volumes de donn\u00e9es confronte les entreprises \u00e0 un d\u00e9fi majeur : transformer cette masse d&rsquo;informations en v\u00e9ritable levier de performance. La Data Cloud int\u00e9gration \u00e9merge comme la solution strat\u00e9gique pour orchestrer efficacement ce patrimoine informationnel en pleine croissance. D\u00e9couvrez comment la mettre en place. L\u2019int\u00e9gration de donn\u00e9es, un enjeu en pleine croissance En [&hellip;]<\/p>\n","protected":false},"author":74,"featured_media":265625,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2411,2504],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Salesforce \u2013 Data Cloud Integration : Comment int\u00e9grer les donn\u00e9es ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez la Data Cloud Int\u00e9gration sur Salesforce. De l\u2019importation au partage des donn\u00e9es, DataScientest vous pr\u00e9sente les meilleures pratiques.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/salesforce-data-cloud-integration-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Salesforce \u2013 Data Cloud Integration : Comment int\u00e9grer les donn\u00e9es ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/salesforce-data-cloud-integration-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-26T06:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-21T13:52:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/02\/data-cloud-integration-salesforce-datascientest.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Antoine Tardivon\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Antoine Tardivon\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/salesforce-data-cloud-integration-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/salesforce-data-cloud-integration-tout-savoir\",\"name\":\"Salesforce \u2013 Data Cloud Integration : Comment int\u00e9grer les donn\u00e9es ?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2025-02-26T06:30:00+00:00\",\"dateModified\":\"2025-02-21T13:52:52+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/40cb5b6317e138be77b9dd23007cab57\"},\"description\":\"D\u00e9couvrez la Data Cloud Int\u00e9gration sur Salesforce. 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