{"id":13683,"date":"2026-03-03T12:02:47","date_gmt":"2026-03-03T11:02:47","guid":{"rendered":"https:\/\/www.arcadsoftware.com\/dot\/?p=13683"},"modified":"2026-03-26T16:37:45","modified_gmt":"2026-03-26T15:37:45","slug":"big-data-ia-comment-proteger-vos-donnees-personnelles-dans-les-environnements-non-productifs","status":"publish","type":"post","link":"https:\/\/www.arcadsoftware.fr\/dot\/ressources\/webinars\/big-data-ia-comment-proteger-vos-donnees-personnelles-dans-les-environnements-non-productifs\/","title":{"rendered":"Big Data &#038; IA : Comment prot\u00e9ger vos donn\u00e9es personnelles ?"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-background-image:linear-gradient(180deg, rgba(0,166,249,0.1) 0%,rgba(255,255,255,0) 100%);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:2.88%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border-radius:8px;\"><img decoding=\"async\" width=\"940\" height=\"350\" title=\"Banner WordPress webinar replay DOT Big Data et IA\" src=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA.png\" data-orig-src=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA.png\" alt class=\"lazyload img-responsive wp-image-13842\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27940%27%20height%3D%27350%27%20viewBox%3D%270%200%20940%20350%27%3E%3Crect%20width%3D%27940%27%20height%3D%27350%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA-200x74.png 200w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA-400x149.png 400w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA-600x223.png 600w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA-800x298.png 800w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/Banner-WordPress-webinar-replay-DOT-Big-Data-et-IA.png 940w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 800px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-overflow:visible;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:20px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-top-small:12px;--awb-margin-right-small:0px;--awb-margin-bottom-small:24px;--awb-margin-left-small:0px;--awb-font-size:35px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Poppins&quot;;font-style:normal;font-weight:600;margin:0;font-size:1em;--fontSize:35;line-height:1.14;\"><p>Big Data &amp; IA : Comment prot\u00e9ger vos donn\u00e9es personnelles ?<\/p>\n<div id=\"gtx-trans\" style=\"position: absolute; left: -18px; top: -10px;\">\n<div class=\"gtx-trans-icon\"><\/div>\n<\/div><\/h1><\/div><div class=\"fusion-text fusion-text-1\" style=\"--awb-font-size:16px;--awb-text-font-family:&quot;Poppins&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>L\u2019essor des projets Big Data, BI et IA conduit les organisations \u00e0<strong> exploiter des volumes croissants de donn\u00e9es issues de la production<\/strong>. Ces donn\u00e9es alimentent des environnements de d\u00e9veloppement, de test, de reporting analytique ou d\u2019entra\u00eenement de mod\u00e8les.<\/p>\n<p>Or, les informations personnelles sont souvent r\u00e9utilis\u00e9es sans transformation pr\u00e9alable, ce qui accro\u00eet <strong>les risques d\u2019exposition<\/strong> et de <strong>non-conformit\u00e9<\/strong>.<\/p>\n<p>Pour les DSI, RSSI et DPO, l\u2019enjeu est clair : anonymiser les informations sensibles avant qu\u2019elles ne soient exploit\u00e9es par des outils analytiques ou des syst\u00e8mes d\u2019IA, tout en conservant leur valeur m\u00e9tier.<\/p>\n<ul>\n<li>Comment <strong>concilier besoins de reporting,<\/strong> <strong>exigences BI<\/strong> et <strong>protection des donn\u00e9es personnelles<\/strong> ?<\/li>\n<li>Comment <strong>int\u00e9grer l\u2019anonymisation<\/strong> dans les flux amont, de mani\u00e8re industrialis\u00e9e et tra\u00e7able ?<\/li>\n<\/ul>\n<p>Dans ce webinar, Florian Pusello, Solution Architect chez ARCAD Software, pr\u00e9sentera les points de vigilance li\u00e9s aux usages analytiques et IA en environnements non productifs. Une <strong>d\u00e9monstration de DOT<\/strong> illustrera comment mettre en place une anonymisation coh\u00e9rente, adapt\u00e9e aux volumes importants et compatible avec les besoins de reporting.<\/p>\n<p>Visionnez le replay !<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-flex-column resource-download-form webinar-registration-form \" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-padding-right-small:20px;--awb-padding-left-small:20px;--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-box-shadow:0px 24px 32px -6px rgba(0,0,0,0.1);;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"--awb-margin-top:20px;--awb-margin-bottom:10px;--awb-margin-top-small:12px;--awb-margin-right-small:0px;--awb-margin-bottom-small:24px;--awb-margin-left-small:0px;--awb-font-size:35px;\"><h2 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:35;line-height:1.14;\">S\u00e9curisez vos donn\u00e9es personnelles<\/h2><\/div><!-- [if lte IE 8]><script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2-legacy.js\"><\/script><![endif]--><script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script><script>\n  hbspt.forms.create({\n\tportalId: \"4514828\",\n\tformId: \"13f1707a-df6e-4895-8d53-4eab56b349a0\",\n     css: \"\",\n        blockedDomains: 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style=\"--awb-padding-left-small:25px;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:12px;--awb-margin-right-small:0px;--awb-margin-bottom-small:0px;--awb-margin-left-small:0px;--awb-font-size:35px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:35;line-height:1.14;\">Intervenants<\/h2><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_3_5 3_5 fusion-flex-column\" style=\"--awb-padding-right:25px;--awb-padding-left:25px;--awb-bg-color:var(--awb-color1);--awb-bg-color-hover:var(--awb-color1);--awb-bg-size:cover;--awb-box-shadow:5px 8px 19px -4px rgba(0,0,0,0.1);;--awb-width-large:60%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.2%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.2%;--awb-width-medium:60%;--awb-order-medium:0;--awb-spacing-right-medium:3.2%;--awb-spacing-left-medium:3.2%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_5 1_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:20%;--awb-margin-top-large:20px;--awb-spacing-right-large:0%;--awb-margin-bottom-large:5px;--awb-spacing-left-large:9.6%;--awb-width-medium:20%;--awb-order-medium:0;--awb-spacing-right-medium:0%;--awb-spacing-left-medium:9.6%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-margin-bottom-small:0px;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-max-width:130px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\" style=\"border-radius:8px;\"><img decoding=\"async\" width=\"500\" height=\"500\" alt=\"Asma Mabrouk\" title=\"florian-pusello-dot\" src=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/florian-pusello-dot.png\" data-orig-src=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/florian-pusello-dot.png\" class=\"lazyload img-responsive wp-image-13692\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27500%27%20height%3D%27500%27%20viewBox%3D%270%200%20500%20500%27%3E%3Crect%20width%3D%27500%27%20height%3D%27500%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/florian-pusello-dot-200x200.png 200w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/florian-pusello-dot-400x400.png 400w, https:\/\/www.arcadsoftware.fr\/dot\/wp-content\/uploads\/2026\/03\/florian-pusello-dot.png 500w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 400px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_3_4 3_4 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:20px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:5.12%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:5.12%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:0px;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:0px;--awb-margin-left-small:0px;--awb-font-size:20px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:20;--minFontSize:20;line-height:1.26;\">Florian Pusello<\/h3><\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:0px;--awb-margin-bottom:5px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;--awb-font-size:16px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:16;--minFontSize:16;line-height:1.3;\">Solution Architect, ARCAD Software<\/h4><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:14px;--awb-line-height:1.3;--awb-margin-top:5px;--awb-text-font-family:&quot;Poppins&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p><span data-teams=\"true\">Issu du secteur de la BI et Ing\u00e9nierie des Donn\u00e9es, Florian occupe d\u00e9sormais le poste de Solution Architect chez ARCAD Software pour la ligne de produit DOT. Sa mission est d&#8217;accompagner les prospects sur les bonnes pratiques et l&#8217;int\u00e9gration de DOT pour anonymiser les donn\u00e9es dans des environnements hors production \u00e0 des fin de BI, Data Science, Testing, IA ou Observabilit\u00e9.<\/span><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:14px;--awb-line-height:1.3;--awb-margin-top:5px;--awb-text-font-family:&quot;Poppins&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Webinar Big Data, BI &#038; IA : d\u00e9couvrez comment anonymiser les donn\u00e9es sensibles en amont avec DOT pour s\u00e9curiser vos environnements non productifs tout en pr\u00e9servant la valeur m\u00e9tier et la conformit\u00e9.<\/p>\n","protected":false},"author":5,"featured_media":13842,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[],"class_list":["post-13683","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-webinars"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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