{"id":25462,"date":"2025-01-22T18:09:11","date_gmt":"2025-01-22T12:39:11","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=25462"},"modified":"2026-01-12T15:58:29","modified_gmt":"2026-01-12T10:28:29","slug":"gestion-des-donnees-mro","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/fr\/gestion-des-donnees-mro\/","title":{"rendered":"Les bases de la gestion des donn\u00e9es MRO [avec des solutions]"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"25462\" class=\"elementor elementor-25462\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4def887 e-flex e-con-boxed e-con e-parent\" data-id=\"4def887\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b93bda2 elementor-widget elementor-widget-text-editor\" data-id=\"b93bda2\" data-element_type=\"widget\" data-e-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\t\t<p>Les processus li\u00e9s \u00e0 la maintenance, aux r\u00e9parations et \u00e0 l'exploitation (MRO), en particulier au sein des grandes entreprises manufacturi\u00e8res ou \u00e0 forte intensit\u00e9 de production, n\u00e9cessitent la gestion, la g\u00e9n\u00e9ration, le traitement et la synchronisation d'un volume consid\u00e9rable de donn\u00e9es entre plusieurs syst\u00e8mes organisationnels.<\/p><p>Ces donn\u00e9es peuvent concerner les pi\u00e8ces de rechange, les consommables, les immobilisations, les stocks, les fournisseurs, les ordres de travail, les nomenclatures d'\u00e9quipement, etc.<\/p>\t\t\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-96c2ebf e-flex e-con-boxed e-con e-parent\" data-id=\"96c2ebf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6bdcbc9 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6bdcbc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewbox=\"0 0 128 128\"><title><\/title><path d=\"M52.6423,79.0578A25.339,25.339,0,1,1,77.40292,59.07135L92.85116,74.5196a26.70833,26.70833,0,0,0,6.04492,4.55627l2.968-5.14642a2.71931,2.71931,0,0,0-.5083-3.35822L89.48373,59.62494a7.96653,7.96653,0,0,1-2.55957-5.8634v-.02728a34.02907,34.02907,0,0,0-2.57764-13.03369A4.02807,4.02807,0,0,1,88.068,35.12745a3.97726,3.97726,0,0,1,3.64868,2.34186,41.5789,41.5789,0,0,1,2.74109,8.60449l7.96008-7.3429a2.7198,2.7198,0,0,0,.5083-3.35834l-8.178-14.16827a2.72667,2.72667,0,0,0-3.16772-1.24359l-15.56616,4.856a7.57439,7.57439,0,0,1-6.09033-.67169,33.97859,33.97859,0,0,0-12.75244-4.384,4.03194,4.03194,0,0,1,.49927-8.02362,3.359,3.359,0,0,1,.42651.02716,41.28884,41.28884,0,0,1,8.82227,1.92432L64.54159,3.12372A2.72777,2.72777,0,0,0,61.88217,1h-16.356a2.7202,2.7202,0,0,0-2.6593,2.12372l-3.58521,15.902a7.50757,7.50757,0,0,1-3.58521,4.91949,34.69067,34.69067,0,0,0-10.202,8.87683,4.00893,4.00893,0,0,1-5.18262,1.0166l-.01819-.00909a4.01,4.01,0,0,1-1.27063-5.809,41.78272,41.78272,0,0,1,6.07214-6.6712L14.76608,18.1272a2.72193,2.72193,0,0,0-3.1676,1.2345L3.4205,33.53a2.72031,2.72031,0,0,0,.5083,3.36749l11.863,10.94617a7.97077,7.97077,0,0,1,2.5686,5.85443v.03619a34.06387,34.06387,0,0,0,2.57764,13.03394,4.03409,4.03409,0,0,1-1.69727,5.02844,4.0834,4.0834,0,0,1-2.02417.54443A3.9708,3.9708,0,0,1,13.568,69.99042a41.5034,41.5034,0,0,1-2.74109-8.59552L2.86679,68.72864a2.719,2.719,0,0,0-.5083,3.36749l8.178,14.1684a2.722,2.722,0,0,0,3.16772,1.23438l15.56616-4.8468a7.57438,7.57438,0,0,1,6.09033.67163,33.9817,33.9817,0,0,0,12.75244,4.38391,4.00447,4.00447,0,0,1,3.46729,3.97552v.009A4.01507,4.01507,0,0,1,47.18734,95.704a41.83151,41.83151,0,0,1-8.82227-1.92413L40.743,104.3357a2.72778,2.72778,0,0,0,2.65942,2.124H59.75827a2.72789,2.72789,0,0,0,2.65942-2.124l3.57617-15.90192A7.28842,7.28842,0,0,1,66.5112,86.918l-8.45032-8.45026A24.78047,24.78047,0,0,1,52.6423,79.0578Z\"><\/path><path d=\"M46.62045,59.60541l-9.9834-9.98352a1.964,1.964,0,0,0-3.33081,1.10919,19.26942,19.26942,0,0,0,5.37622,16.34076,19.338,19.338,0,1,0,27.4209-27.2749,19.26911,19.26911,0,0,0-16.41187-5.44928,1.96419,1.96419,0,0,0-1.11133,3.33112l9.9834,9.98346L56.72262,57.76441Z\"><\/path><path d=\"M120.34506,94.04035a19.24265,19.24265,0,0,0-12.04858-5.598A32.10193,32.10193,0,0,1,88.359,79.01191L75.12191,65.77478a26.162,26.162,0,0,1-5.46021,6.8985,24.65586,24.65586,0,0,1-4.95215,3.462L77.9725,89.39844a33.53385,33.53385,0,0,1,9.47363,20.34216,19.206,19.206,0,0,0,5.48608,11.58362,19.33832,19.33832,0,1,0,27.41284-27.28387Zm-10.77393,24.502-10.82568-2.90228-2.90234-10.83435,7.92334-7.92328,10.83423,2.90234,2.90234,10.82562Z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPi\u00e8ces de rechange \u2013 De loin le probl\u00e8me le plus difficile \u00e0 r\u00e9soudre, ne serait-ce qu\u2019en raison de leur nombre consid\u00e9rable\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2acee0a elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2acee0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-name=\"Layer 1\" id=\"Layer_1\" viewbox=\"0 0 128 128\"><title><\/title><path d=\"M126,111H112v-7.5h8a2,2,0,0,0,0-4H100a2,2,0,0,0,0,4h8V111H64v-7.5h8a2,2,0,0,0,0-4H52a2,2,0,0,0,0,4h8V111H40v-6.5a6.00476,6.00476,0,0,0,6-6v-3h74a7.99614,7.99614,0,0,0,1-15.93V65.5a3.99887,3.99887,0,0,0-4-4H103a3.99887,3.99887,0,0,0-4,4v14H83v-14a3.99887,3.99887,0,0,0-4-4H65a3.99887,3.99887,0,0,0-4,4v14H45.91a6.00681,6.00681,0,0,0-5.91-5H29.5v-9h3.6c.13,0,.26-.01.38-.02.12.01.24.02.36.02a7.62962,7.62962,0,0,0,5.45-2.26L50.07,52.46a7.673,7.673,0,0,0,1.01-.71,8.121,8.121,0,0,0,2.87-5.57c.01-.13.02-.26.02-.39a1.33907,1.33907,0,0,0,.01-.2,7.661,7.661,0,0,0-.21-2.08c-.02-.09-.05-.18005-.07-.27-.02-.07-.04-.13-.06-.2a8.159,8.159,0,0,0-1.24-2.53L47.25,33.5H60.98a7.45118,7.45118,0,0,0,.78.92L79.08,51.74a7.88614,7.88614,0,0,0,9.56,1.23l.87.87a2.66352,2.66352,0,0,1,.54,2.96,6.69653,6.69653,0,0,0,1.37,7.43L94,66.81a1.99759,1.99759,0,1,0,2.83-2.82l-2.58-2.58a2.68551,2.68551,0,0,1-.55-2.97,6.60949,6.60949,0,0,0,.57-2.67A6.60913,6.60913,0,0,0,96.94,55.2a2.68551,2.68551,0,0,1,2.97.55l2.58,2.58a2.00385,2.00385,0,0,0,2.82,0,2.0037,2.0037,0,0,0,0-2.83l-2.58-2.58a6.69653,6.69653,0,0,0-7.43-1.37,2.66671,2.66671,0,0,1-2.96-.54L91.47,50.14A7.89231,7.89231,0,0,0,90.24,40.58L72.92,23.26a7.8646,7.8646,0,0,0-.82-.71,10.01164,10.01164,0,0,0-9.95-9.05H29.85a10.00686,10.00686,0,0,0-9.63,7.34c-4.56-.26-15.24-.02-17.16,7.68a11.42493,11.42493,0,0,0,1.02,8.72c.91,1.89,1.33,2.75-.71,5.6C-.57,48.35-.33,52.17.56,54.41c.72,1.79,2.48,4.07,6.72,5.24a7.891,7.891,0,0,0,7.22,5.83V74.5H6a6.00476,6.00476,0,0,0-6,6v18a6.00476,6.00476,0,0,0,6,6V111H2a2,2,0,0,0,0,4H126a2,2,0,0,0,0-4ZM46,83.5h74a4,4,0,0,1,0,8H46ZM71.37,27.36,87.42,43.4a3.90329,3.90329,0,0,1-5.52,5.52L65.79,32.8A9.97058,9.97058,0,0,0,71.37,27.36ZM62,21.5a2,2,0,0,1,0,4,2,2,0,0,1,0-4Zm-28,37a1,1,0,1,1,1-1A1,1,0,0,1,34,58.5Zm8.29-25,6.89,9.38a4.3195,4.3195,0,0,1-.65,5.8,3.489,3.489,0,0,1-2.65.8,3.64076,3.64076,0,0,1-2.47-1.5L32.77,33.5ZM30,21.5a2,2,0,0,1,0,4,2,2,0,0,1,0-4ZM7.26,55.44a4.89814,4.89814,0,0,1-2.98-2.52c-.74005-1.85.09-4.6,2.35-7.76,3.16-4.42,2.39-6.89,1.06-9.66a7.49762,7.49762,0,0,1-.75-6.02c1.18-4.7,9.34-4.83,13.01-4.64a10.0115,10.0115,0,0,0,7.67,8.4l8.3,11.3L30.96,49.5H14.9A7.89545,7.89545,0,0,0,7.26,55.44ZM11,57.6v-.2a3.905,3.905,0,0,1,3.9-3.9H27.22a7.71993,7.71993,0,0,0-.18,8H14.9A3.905,3.905,0,0,1,11,57.6Zm14.5,7.9v9h-7v-9ZM14.5,88h17a2,2,0,0,1,0,4h-17a2,2,0,0,1,0-4ZM36,111H10v-6.5H36Z\"><\/path><circle cx=\"46\" cy=\"45.5\" r=\"1\"><\/circle><path d=\"M119.65845,86.38177A2.00128,2.00128,0,1,0,120,87.5,2.00951,2.00951,0,0,0,119.65845,86.38177Z\"><\/path><path d=\"M111.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M103.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M95.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M87.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M79.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M71.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M63.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><path d=\"M55.11823,85.84155a2,2,0,1,0,0,3.31689,2.01125,2.01125,0,0,0,.54022-.54022,2.00022,2.00022,0,0,0-.54022-2.77667Z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tImmobilisations \u2013 Les grandes entreprises rencontrent des difficult\u00e9s initiales dans la gestion de leurs donn\u00e9es relatives aux immobilisations\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e9b0fd elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3e9b0fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\"><path d=\"m439.598 392.893c0 4.418-3.582 8-8 8h-58.7c-4.418 0-8-3.582-8-8s3.582-8 8-8h58.7c4.419 0 8 3.582 8 8zm-105.259-94.744c-13.146 0-23.841 10.695-23.841 23.842 0 13.146 10.695 23.841 23.841 23.841s23.841-10.695 23.841-23.841c.001-13.146-10.695-23.842-23.841-23.842zm0-59.119c-13.146 0-23.841 10.695-23.841 23.841s10.695 23.842 23.841 23.842 23.841-10.695 23.841-23.842c.001-13.146-10.695-23.841-23.841-23.841zm0 118.24c-13.146 0-23.841 10.695-23.841 23.841s10.695 23.841 23.841 23.841 23.841-10.695 23.841-23.841-10.695-23.841-23.841-23.841zm175.555-172.457c-.375 1.193-.564 1.792-.279 4.305.499 4.39-2.656 8.353-7.046 8.851-.306.035-.611.052-.912.052-4.015 0-7.476-3.015-7.939-7.098-.617-5.435.081-8.265.916-10.915.181-.573.276-.883.333-1.199l-1.545-.401-20.065 64.748c.964 4.349 1.406 9.143 1.303 14.3v150.688h28.029c4.352 0 7.906 3.479 7.998 7.83.66 31.041-18.461 40.914-28.663 41.798-.221.02-.442.029-.664.03l-169.418.559c-.009 0-.018 0-.026 0v.072h-4.718c-13.927 0-25.258-11.331-25.258-25.259v-38.726h-56.349-108.297-108.294c-4.418 0-8-3.582-8-8v-108.293-108.294c0-4.418 3.582-8 8-8h46.147v-100.294c0-4.418 3.582-8 8-8h108.294c4.418 0 8 3.582 8 8v100.294h46.147c4.418 0 8 3.582 8 8v100.294h48.349v-4.783h-28.03c-4.418 0-8-3.582-8-8v-17.259c0-13.927 11.331-25.258 25.258-25.258h1.514c.083 0 .164 0 .246.001l164.904.823 13.806-64.966c1.303-6.127 5.024-11.359 10.48-14.731 5.65-3.491 12.566-4.539 18.974-2.875 6.418 1.667 11.955 5.957 15.191 11.769 3.12 5.603 3.818 11.981 1.965 17.959l-.085.274 1.064.276c7.594 1.973 12.606 9.334 11.658 17.123-.23 1.897-.668 3.289-.988 4.305zm-400.6 101.342h-21.092v28.264c0 3.104-1.795 5.927-4.604 7.243-1.083.508-2.242.757-3.394.757-1.836 0-3.653-.631-5.119-1.852l-11.937-9.935-11.937 9.935c-2.385 1.984-5.704 2.414-8.513 1.095-2.81-1.316-4.604-4.14-4.604-7.243v-28.264h-21.094v92.294h92.294zm0-108.294h-21.092v28.264c0 3.103-1.795 5.927-4.604 7.244-1.083.508-2.243.756-3.394.756-1.836 0-3.654-.631-5.119-1.851l-11.937-9.936-11.937 9.936c-2.384 1.985-5.702 2.413-8.513 1.095-2.81-1.317-4.604-4.141-4.604-7.244v-28.264h-21.094v92.294h92.294zm8-16h46.147v-92.294h-21.093v28.264c0 3.104-1.795 5.927-4.604 7.244-2.812 1.317-6.128.89-8.514-1.095l-11.936-9.935-11.937 9.936c-1.465 1.22-3.283 1.851-5.119 1.851-1.152 0-2.311-.249-3.394-.756-2.81-1.317-4.604-4.141-4.604-7.244v-28.265h-21.093v92.294zm100.294 124.294h-21.092v28.264c0 3.104-1.795 5.927-4.604 7.243-2.811 1.317-6.128.893-8.513-1.095l-11.937-9.935-11.937 9.935c-1.465 1.22-3.283 1.852-5.119 1.852-1.152 0-2.311-.249-3.394-.757-2.81-1.316-4.604-4.14-4.604-7.243v-28.264h-21.093v92.294h92.294v-92.294zm0-108.294h-21.093v28.264c0 3.103-1.795 5.927-4.604 7.244-1.083.508-2.243.756-3.394.756-1.836 0-3.654-.631-5.119-1.851l-11.937-9.936-11.936 9.935c-2.385 1.986-5.703 2.413-8.514 1.095-2.81-1.317-4.604-4.14-4.604-7.244v-28.264h-21.093v92.294h92.294zm64.349 134.604-2.202-1.832-11.937 9.935c-1.465 1.22-3.283 1.852-5.119 1.852-1.152 0-2.311-.248-3.394-.756-2.81-1.317-4.604-4.141-4.604-7.244v-28.264h-21.093v92.294h48.349zm161.24-34.405.238.062h.002s.001 0 .002 0l.047.012c1.191.311 2.403-.337 2.755-1.473l15.21-49.082-9.263-2.406-10.679 50.251c-.248 1.168.493 2.325 1.688 2.636zm-117.211 130.085h132.691v-121.192c-2.71 3.601-6.668 6.052-11.065 6.912l-2.781 10.702c-.707 2.722-2.735 4.746-5.218 5.575 0 .022.003.044.003.066 0 4.418-3.582 8-8 8h-58.7c-4.418 0-8-3.582-8-8s3.582-8 8-8h56.18c.024-.552.104-1.109.248-1.665l2.759-10.617c-2.368-1.953-4.202-4.454-5.334-7.272h-53.853c-4.418 0-8-3.582-8-8s3.582-8 8-8h54.097l1.608-7.565h-55.705c-4.418 0-8-3.582-8-8s3.582-8 8-8h58.7c.135 0 .267.014.401.02l2.433-11.447-138.206-.689c1.104 2.835 1.711 5.919 1.711 9.141v193.062c0 5.105 4.153 9.259 9.258 9.259h3.623c6.087-1.052 7.505-5.359 7.207-21.551-.03-1.617-.059-3.206-.059-4.738.002-4.419 3.584-8.001 8.002-8.001zm156.336-255.486c-1.12-2.011-3.028-3.493-5.235-4.066-.683-.178-1.384-.265-2.084-.265-1.556 0-3.108.432-4.455 1.265-.987.61-2.722 2-3.242 4.448l-.211.993 15.584 4.048.304-.982c.737-2.378-.098-4.43-.661-5.441zm-50.704 208.669h-58.7c-4.418 0-8 3.582-8 8s3.582 8 8 8h58.7c4.418 0 8-3.582 8-8s-3.581-8-8-8zm0-35.555h-58.7c-4.418 0-8 3.582-8 8s3.582 8 8 8h58.7c4.418 0 8-3.582 8-8s-3.581-8-8-8z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tStocks \u2013 La coexistence de syst\u00e8mes disparates et l'utilisation de registres de stocks obsol\u00e8tes entra\u00eenent des d\u00e9s\u00e9quilibres co\u00fbteux.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1d6cba elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f1d6cba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Capa_1\" height=\"512\" viewbox=\"0 0 512 512\" width=\"512\"><g><circle cx=\"256\" cy=\"70\" r=\"70\"><\/circle><path d=\"m211 272h-45v40c0 8.284-6.716 15-15 15s-15-6.716-15-15v-40h-30c-8.284 0-15 6.716-15 15v75h120z\"><\/path><path d=\"m376 312c0 8.284-6.716 15-15 15s-15-6.716-15-15v-40h-45v90h120v-75c0-8.284-6.716-15-15-15h-30z\"><\/path><path d=\"m241 257v105h30v-105c0-8.284 6.716-15 15-15h100.913c-10.038-39.805-37.801-72.631-74.366-89.57-16.095 11.076-35.575 17.57-56.547 17.57s-40.452-6.494-56.547-17.57c-36.565 16.939-64.328 49.765-74.366 89.57h100.913c8.284 0 15 6.716 15 15z\"><\/path><path d=\"m256 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><path d=\"m452 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><path d=\"m127.02 392c14.28 15.935 22.98 36.969 22.98 60s-8.7 44.065-22.98 60h61.96c-14.28-15.935-22.98-36.969-22.98-60s8.7-44.065 22.98-60z\"><\/path><path d=\"m323.02 392c14.28 15.935 22.98 36.969 22.98 60s-8.7 44.065-22.98 60h61.96c-14.28-15.935-22.98-36.969-22.98-60s8.7-44.065 22.98-60z\"><\/path><path d=\"m60 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFournisseurs \u2013 Les doublons et les informations incoh\u00e9rentes rendent les donn\u00e9es relatives aux fournisseurs peu fiables.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\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-1e443ff e-flex e-con-boxed e-con e-parent\" data-id=\"1e443ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b2df39 elementor-widget elementor-widget-text-editor\" data-id=\"5b2df39\" data-element_type=\"widget\" data-e-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\t\t<p>Ces ensembles de donn\u00e9es sont g\u00e9n\u00e9ralement g\u00e9r\u00e9s dans des syst\u00e8mes ERP et, en raison de leur volume consid\u00e9rable, de leur ampleur d'utilisation et de l'absence de protocoles de gestion des donn\u00e9es, leur qualit\u00e9 se d\u00e9grade au fil du temps.<\/p><p>Les probl\u00e8mes li\u00e9s \u00e0 la qualit\u00e9 des donn\u00e9es concernent g\u00e9n\u00e9ralement en premier lieu les pi\u00e8ces de rechange, puis les fournisseurs de services de maintenance, de r\u00e9paration et de r\u00e9vision (MRO) et les \u00e9quipements.<\/p>\t\t\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-d95e054 e-flex e-con-boxed e-con e-parent\" data-id=\"d95e054\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4423cf8 elementor-widget elementor-widget-heading\" data-id=\"4423cf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"key-mro-data-quality-issues-their-consequences\">Principaux probl\u00e8mes li\u00e9s \u00e0 la qualit\u00e9 des donn\u00e9es MRO et leurs cons\u00e9quences<\/h2>\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-c17c79a e-flex e-con-boxed e-con e-parent\" data-id=\"c17c79a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a799a0 elementor-widget elementor-widget-heading\" data-id=\"9a799a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Donn\u00e9es en double<\/p>\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-ae97391 e-flex e-con-boxed e-con e-parent\" data-id=\"ae97391\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61fd71a elementor-widget elementor-widget-text-editor\" data-id=\"61fd71a\" data-element_type=\"widget\" data-e-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\t\t<p>En raison d'une mauvaise gestion des donn\u00e9es et de l'absence quasi totale de normes de gouvernance des donn\u00e9es relatives aux pi\u00e8ces de rechange, de multiples enregistrements sont cr\u00e9\u00e9s au fil du temps pour ce qui est, en substance, une m\u00eame pi\u00e8ce, un m\u00eame fournisseur ou un m\u00eame \u00e9quipement.<\/p><p>La difficult\u00e9 r\u00e9side toutefois dans le fait que les syst\u00e8mes de donn\u00e9es de r\u00e9f\u00e9rence reposent sur le principe du \u00ab Golden Record \u00bb, ce qui signifie que chaque enregistrement cr\u00e9\u00e9 fait r\u00e9f\u00e9rence \u00e0 un produit, une pi\u00e8ce, un \u00e9quipement ou un fournisseur unique.<\/p><p>La duplication des fiches entra\u00eene le syst\u00e8me de gestion des stocks MRO \u00e0 consid\u00e9rer que les deux pi\u00e8ces de rechange sont distinctes, ce qui se traduit par la multiplication des commandes d'approvisionnement, un surstock de pi\u00e8ces de rechange et, en fin de compte,<strong> <em>hausse des co\u00fbts d'approvisionnement et de gestion des stocks<\/em>.<\/strong><\/p>\t\t\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-2d278aa e-flex e-con-boxed e-con e-parent\" data-id=\"2d278aa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75f592a elementor-blockquote--skin-boxed elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"75f592a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tUne \u00e9tude que nous avons men\u00e9e chez Verdantis sur des donn\u00e9es d'entreprise anonymis\u00e9es a r\u00e9v\u00e9l\u00e9 que les co\u00fbts d'approvisionnement peuvent \u00eatre gonfl\u00e9s de 20% \u00e0 35% dans les ensembles de donn\u00e9es MRO truff\u00e9s de doublons.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\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-be92234 e-flex e-con-boxed e-con e-parent\" data-id=\"be92234\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad4953a mac elementor-widget elementor-widget-image\" data-id=\"ad4953a\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart.png\" class=\"attachment-large size-large wp-image-27703\" alt=\"Un organigramme d\u00e9taillant le processus de nettoyage et d&#039;enrichissement des donn\u00e9es MRO\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-300x225.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-768x576.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-150x113.png 150w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6763129 e-flex e-con-boxed e-con e-parent\" data-id=\"6763129\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b0f88 elementor-widget elementor-widget-heading\" data-id=\"52b0f88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Donn\u00e9es inexactes et incompl\u00e8tes<\/span>\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-6f57a3c e-flex e-con-boxed e-con e-parent\" data-id=\"6f57a3c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16b5114 elementor-widget elementor-widget-text-editor\" data-id=\"16b5114\" data-element_type=\"widget\" data-e-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\t\t<p>Les fiches de donn\u00e9es mises \u00e0 jour \u00e0 la h\u00e2te pour passer une commande, sans que les informations, attributs, caract\u00e9ristiques ou d\u00e9tails pertinents aient \u00e9t\u00e9 actualis\u00e9s, constituent un probl\u00e8me assez courant.<\/p><p>Il s'agit d'un probl\u00e8me grave li\u00e9 \u00e0 la qualit\u00e9 des donn\u00e9es, qui constitue \u00e9galement l'une des causes aggravantes du probl\u00e8me #1 \u00e9voqu\u00e9 plus haut.<\/p><p>Par exemple, l'absence d'informations sp\u00e9cifiques concernant une pi\u00e8ce de rechange d'un fournisseur peut conduire \u00e0 des d\u00e9cisions mal fond\u00e9es, entra\u00eenant ainsi du gaspillage, des achats inappropri\u00e9s et, dans le cas d'op\u00e9rations de maintenance critiques, cela peut se traduire directement par des arr\u00eats de production.<\/p><p>L'absence d'informations essentielles, telles que le nom du fabricant ou la r\u00e9f\u00e9rence, rend plus difficile de d\u00e9terminer si l'article en question est \u00ab actif \u00bb ou \u00ab obsol\u00e8te \u00bb.<\/p>\t\t\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-5843cf4 e-flex e-con-boxed e-con e-parent\" data-id=\"5843cf4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3d4b2b elementor-blockquote--skin-quotation elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"e3d4b2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tD'apr\u00e8s une autre \u00e9tude interne men\u00e9e par Verdantis, les incidents li\u00e9s aux arr\u00eats de production et aux d\u00e9penses non contr\u00f4l\u00e9es peuvent \u00eatre r\u00e9duits jusqu'\u00e0 30% gr\u00e2ce \u00e0 des registres MRO clairs et \u00e0 jour.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\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-cc25ffb e-flex e-con-boxed e-con e-parent\" data-id=\"cc25ffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7927248 elementor-widget elementor-widget-heading\" data-id=\"7927248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Informations non synchronis\u00e9es<\/span>\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-d5b026b e-flex e-con-boxed e-con e-parent\" data-id=\"d5b026b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4a6f58 elementor-widget elementor-widget-text-editor\" data-id=\"a4a6f58\" data-element_type=\"widget\" data-e-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\t\t<p>Le bon d\u00e9roulement d'un processus MRO d\u00e9pend fortement de la synchronisation des donn\u00e9es entre les diff\u00e9rents domaines de donn\u00e9es, voire entre les ensembles de donn\u00e9es de r\u00e9f\u00e9rence et les autres modules num\u00e9riques de l'ERP.<\/p><p>Ces donn\u00e9es sont synchronis\u00e9es gr\u00e2ce \u00e0 des \u00ab liens \u00bb, qui sont en fait des identifiants uniques permettant de relier un enregistrement entre diff\u00e9rents ensembles de donn\u00e9es.<\/p><ul><li><p>Les liens entre la nomenclature num\u00e9rique et les pi\u00e8ces de rechange \u00e9tablissent des r\u00e9f\u00e9rences entre les fiches techniques des pi\u00e8ces de rechange et les immobilisations.<\/p><\/li><li><p>Le module \u00ab Pi\u00e8ces de rechange \u00bb du syst\u00e8me de gestion des stocks \u00e9tablit des liens avec le syst\u00e8me de gestion des stocks<\/p><\/li><li><p>Les donn\u00e9es issues de l'\u00e9valuation de la criticit\u00e9 des pi\u00e8ces de rechange doivent \u00e9galement \u00eatre synchronis\u00e9es dans la base de donn\u00e9es MRO afin de distinguer les pi\u00e8ces de rechange critiques de celles qui ne le sont pas.<\/p><\/li><li><p>Bien que cela ne rel\u00e8ve pas du champ d'application de la plupart des solutions de gestion des donn\u00e9es MRO, les bonnes pratiques pr\u00e9conisent \u00e9galement de classer les pi\u00e8ces de rechange en fonction de leur nature m\u00eame : \u00e0 faible rotation, \u00e0 forte rotation, obsol\u00e8tes, etc.<\/p><\/li><\/ul><p>Cette synchronisation des donn\u00e9es ouvre alors la voie <a href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">pour les solutions logicielles de gestion des stocks MRO<\/a> disposer de toutes les donn\u00e9es n\u00e9cessaires pour optimiser les niveaux de stock en toute fluidit\u00e9.<\/p>\t\t\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-6b88d2e e-flex e-con-boxed e-con e-parent\" data-id=\"6b88d2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f7d3e mac elementor-widget elementor-widget-image\" data-id=\"d3f7d3e\" data-element_type=\"widget\" data-e-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=\"800\" height=\"600\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management.png\" class=\"attachment-large size-large wp-image-34750\" alt=\"Un organigramme illustrant les probl\u00e8mes li\u00e9s aux donn\u00e9es MRO, tels que les doublons et les enregistrements non synchronis\u00e9s, avec des \u00e9tapes bas\u00e9es sur l&#039;IA pour la normalisation, l&#039;enrichissement et l&#039;int\u00e9gration au syst\u00e8me, permettant ainsi d&#039;obtenir des nomenclatures pr\u00e9cises, un meilleur contr\u00f4le des stocks et une r\u00e9duction des temps d&#039;arr\u00eat.\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-300x225.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-768x576.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-16x12.png 16w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd9d05e e-flex e-con-boxed e-con e-parent\" data-id=\"dd9d05e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e64f5f1 elementor-widget elementor-widget-heading\" data-id=\"e64f5f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Principales parties prenantes dans la gestion des donn\u00e9es MRO<\/span>\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-f15c33f e-flex e-con-boxed e-con e-parent\" data-id=\"f15c33f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ced50df elementor-widget elementor-widget-text-editor\" data-id=\"ced50df\" data-element_type=\"widget\" data-e-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\t\t<p>La gestion des donn\u00e9es MRO est essentielle pour garantir la disponibilit\u00e9 des \u00e9quipements et l'efficacit\u00e9 op\u00e9rationnelle. Des donn\u00e9es fiables et coh\u00e9rentes aident les \u00e9quipes de maintenance \u00e0 trouver plus rapidement les pi\u00e8ces ad\u00e9quates, permettent une planification pr\u00e9cise des stocks et r\u00e9duisent les retards d'approvisionnement, ce qui, au final, permet de r\u00e9duire les co\u00fbts et d'\u00e9viter les temps d'arr\u00eat.<\/p>\t\t\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-56e17d4 e-con-full e-flex e-con e-child\" data-id=\"56e17d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d43032f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d43032f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tResponsables et ing\u00e9nieurs de maintenance\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFiez-vous \u00e0 des descriptions et des caract\u00e9ristiques techniques pr\u00e9cises des pi\u00e8ces pour r\u00e9duire au minimum les temps d'arr\u00eat des \u00e9quipements et optimiser les r\u00e9parations.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a14da04 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a14da04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tProfessionnels des achats et de la cha\u00eene d'approvisionnement\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tAppuyez-vous sur des donn\u00e9es MRO fiables et classifi\u00e9es pour \u00e9viter les achats en double, r\u00e9duire les risques li\u00e9s aux fournisseurs et optimiser vos d\u00e9cisions d'approvisionnement.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fce3cb elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2fce3cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tResponsables de l'exploitation et de la fiabilit\u00e9 des installations\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tUtilisez des donn\u00e9es MRO fiables pour am\u00e9liorer la fiabilit\u00e9 de vos actifs, planifier la maintenance pr\u00e9ventive et r\u00e9duire les perturbations op\u00e9rationnelles.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c63080 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8c63080\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u00c9quipes charg\u00e9es de la gestion des stocks et des mat\u00e9riaux\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tIl est n\u00e9cessaire de disposer de donn\u00e9es normalis\u00e9es pour g\u00e9rer efficacement les niveaux de stock, \u00e9viter la surstockage et \u00e9liminer les stocks morts.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5ce122 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b5ce122\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u00c9quipes informatiques et charg\u00e9es des donn\u00e9es de r\u00e9f\u00e9rence\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tAssurez la coh\u00e9rence \u00e0 l'\u00e9chelle du syst\u00e8me en int\u00e9grant les donn\u00e9es MRO entre les plateformes ERP, EAM et GMAO.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46cbd4f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"46cbd4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTransformation num\u00e9rique et gestionnaires d'actifs\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tExploitez des donn\u00e9es MRO de haute qualit\u00e9 pour mettre en \u0153uvre des initiatives li\u00e9es \u00e0 l'IA, \u00e0 l'analyse de donn\u00e9es et \u00e0 la maintenance pr\u00e9dictive.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a52dd4d e-flex e-con-boxed e-con e-parent\" data-id=\"a52dd4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8591a46 elementor-widget elementor-widget-heading\" data-id=\"8591a46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"how-to-solve-for-these-data-quality-issues\">Comment r\u00e9soudre ces probl\u00e8mes li\u00e9s \u00e0 la qualit\u00e9 des donn\u00e9es ?<\/h2>\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-03b7132 e-flex e-con-boxed e-con e-parent\" data-id=\"03b7132\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e991ccc elementor-widget elementor-widget-text-editor\" data-id=\"e991ccc\" data-element_type=\"widget\" data-e-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\t\t<p>La solution \u00e0 ce d\u00e9fi permanent peut \u00eatre divis\u00e9e en deux parties :<\/p>\n<ol>\n<li>\n<p>Normalisation des donn\u00e9es existantes<\/p>\n<\/li>\n<li>\n<p>Cr\u00e9ation de futures entr\u00e9es\/fiches<\/p>\n<\/li>\n<\/ol>\n<p>Cela implique une normalisation compl\u00e8te des donn\u00e9es historiques accumul\u00e9es au fil des ans, ainsi qu'un nettoyage minutieux de celles-ci : il s'agit notamment d'\u00e9liminer les doublons, d'enrichir les informations requises, d'extraire des attributs des enregistrements de donn\u00e9es et de synchroniser ces informations avec d'autres sources de donn\u00e9es.<\/p>\n<p>Au-del\u00e0 des normes <a href=\"https:\/\/www.verdantis.com\/mro-data-cleansing\/\">Nettoyage des donn\u00e9es MRO<\/a>, les solutions logicielles permettent \u00e9galement d'\u00e9tablir des liens entre diff\u00e9rents domaines et de cr\u00e9er des r\u00e9f\u00e9rences crois\u00e9es entre eux.<\/p>\n<p>Jusqu'\u00e0 pr\u00e9sent, les entreprises s'appuyaient principalement sur de grandes \u00e9quipes charg\u00e9es de nettoyer manuellement ces enregistrements de donn\u00e9es ; si la pr\u00e9cision de ces processus pouvait \u00eatre consid\u00e9r\u00e9e comme acceptable, le d\u00e9lai d'ex\u00e9cution d'une telle <a href=\"https:\/\/www.verdantis.com\/master-data-cleansing\/\">op\u00e9ration de nettoyage des enregistrements de donn\u00e9es de base<\/a> \u00e9tait assez \u00e9lev\u00e9.<\/p>\n<p>Ces derniers temps, cependant, gr\u00e2ce \u00e0 l'essor des mod\u00e8les d'IA sp\u00e9cialement con\u00e7us \u00e0 cet effet, le nettoyage des donn\u00e9es MRO est aujourd'hui bien plus pr\u00e9cis et peut \u00eatre effectu\u00e9 en un temps record gr\u00e2ce \u00e0 des agents IA form\u00e9s sur des millions d'enregistrements relatifs \u00e0 des fournisseurs, des pi\u00e8ces de rechange ou des \u00e9quipements.<\/p>\n<p>La vid\u00e9o ci-dessous montre comment Harmonize, une solution logicielle qui d\u00e9ploie ce type d'agents IA, peut normaliser des donn\u00e9es h\u00e9rit\u00e9es avec une pr\u00e9cision sup\u00e9rieure \u00e0 95%.<\/p>\t\t\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-ad87fa4 e-flex e-con-boxed e-con e-parent\" data-id=\"ad87fa4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a215819 elementor-widget elementor-widget-text-editor\" data-id=\"a215819\" data-element_type=\"widget\" data-e-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\t\t<p>La vid\u00e9o ci-dessous pr\u00e9sente en d\u00e9tail le processus d'enrichissement des donn\u00e9es de notre solution d'harmonisation des donn\u00e9es :<\/p>\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-85b0201 elementor-widget elementor-widget-video\" data-id=\"85b0201\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;start&quot;:6,&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Harmonize-Demo-V2.mp4#t=6\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\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-d0dd556 e-flex e-con-boxed e-con e-parent\" data-id=\"d0dd556\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a328f3 elementor-widget elementor-widget-heading\" data-id=\"8a328f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Cr\u00e9ation de futures entr\u00e9es\/fiches<\/span>\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-944323b e-flex e-con-boxed e-con e-parent\" data-id=\"944323b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27af2a3 elementor-widget elementor-widget-text-editor\" data-id=\"27af2a3\" data-element_type=\"widget\" data-e-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\t\t<p>Si le nettoyage des donn\u00e9es historiques permet de garantir la fiabilit\u00e9 des donn\u00e9es MRO relatives au pass\u00e9, rien n'emp\u00eache vraiment ces probl\u00e8mes de qualit\u00e9 des donn\u00e9es de refaire surface.<\/p><p>C'est pourquoi les entreprises ont g\u00e9n\u00e9ralement recours \u00e0 une solution logicielle qui s'int\u00e8gre \u00e0 leurs syst\u00e8mes ERP et \u00e0 leur base de donn\u00e9es MRO afin d'\u00e9viter d\u00e8s le d\u00e9part la cr\u00e9ation de doublons, gr\u00e2ce \u00e0 une combinaison de mod\u00e8les d'IA et de puissants syst\u00e8mes de correspondance approximative.<\/p><p>Certains appellent \u00e9galement cela <a href=\"https:\/\/www.verdantis.com\/mro-data-governance-solutions\/\">une solution de gouvernance des donn\u00e9es MRO<\/a>.<\/p>\t\t\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-165c0de e-flex e-con-boxed e-con e-parent\" data-id=\"165c0de\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad3f2b0 elementor-widget elementor-widget-text-editor\" data-id=\"ad3f2b0\" data-element_type=\"widget\" data-e-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\t\t<p>La vid\u00e9o ci-dessous pr\u00e9sente en d\u00e9tail les principales fonctionnalit\u00e9s de notre solution de gouvernance des donn\u00e9es :<\/p>\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-6e865be elementor-widget elementor-widget-video\" data-id=\"6e865be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:6,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Integrity-Demo.mp4#t=6\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\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-f5b0142 e-flex e-con-boxed e-con e-parent\" data-id=\"f5b0142\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d404556 elementor-widget elementor-widget-heading\" data-id=\"d404556\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"beyond-master-data\">Au-del\u00e0 des donn\u00e9es de r\u00e9f\u00e9rence<\/h2>\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-f332cf6 e-flex e-con-boxed e-con e-parent\" data-id=\"f332cf6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b90eaf elementor-widget elementor-widget-text-editor\" data-id=\"1b90eaf\" data-element_type=\"widget\" data-e-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\t\t<p>Jusqu'\u00e0 pr\u00e9sent, nous avons abord\u00e9 dans les grandes lignes ce qui est g\u00e9n\u00e9ralement consid\u00e9r\u00e9 comme les offres standard en mati\u00e8re de gestion des donn\u00e9es MRO.<\/p>\n<p>Toutefois, les entreprises qui souhaitent v\u00e9ritablement se forger un avantage concurrentiel gr\u00e2ce \u00e0 leurs strat\u00e9gies de gestion des donn\u00e9es MRO am\u00e9liorent la qualit\u00e9 de ces donn\u00e9es en recourant \u00e0 des approches novatrices et en adoptant de nouvelles techniques \u00e0 cette fin.<\/p>\t\t\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-dbe97b9 e-flex e-con-boxed e-con e-parent\" data-id=\"dbe97b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d390ea elementor-widget elementor-widget-heading\" data-id=\"0d390ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Signaler les pi\u00e8ces obsol\u00e8tes<\/span>\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-b4eae4d e-flex e-con-boxed e-con e-parent\" data-id=\"b4eae4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-745b011 elementor-widget elementor-widget-text-editor\" data-id=\"745b011\" data-element_type=\"widget\" data-e-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\t\t<p>Les solutions avanc\u00e9es de gestion des donn\u00e9es MRO permettent aujourd\u2019hui d\u2019analyser l\u2019ensemble de vos donn\u00e9es existantes relatives aux pi\u00e8ces de rechange MRO et de d\u00e9terminer le \u00ab statut \u00bb de n\u2019importe quelle pi\u00e8ce : elles peuvent ainsi classer une pi\u00e8ce de rechange comme \u00ab obsol\u00e8te \u00bb ou \u00ab active \u00bb, ce qui permet une gestion plus efficace <a href=\"http:\/\/www.verdantis.com\/parts-obsolescence-management\/\">Gestion des donn\u00e9es relatives \u00e0 l'obsolescence des pi\u00e8ces de rechange.<\/a><\/p><p>Cela est d\u00e9sormais possible gr\u00e2ce \u00e0 l'utilisation d'agents d'IA capables de d\u00e9velopper de mani\u00e8re autonome une compr\u00e9hension contextuelle en acc\u00e9dant aux catalogues des fournisseurs, aux sites web et aux informations provenant de sources ouvertes et propri\u00e9taires.<\/p>\t\t\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-ea3079a e-flex e-con-boxed e-con e-parent\" data-id=\"ea3079a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56352b4 elementor-widget elementor-widget-heading\" data-id=\"56352b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Identification des fournisseurs strat\u00e9giques et des pi\u00e8ces de rechange<\/span>\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-df939b2 e-flex e-con-boxed e-con e-parent\" data-id=\"df939b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f1f605 elementor-widget elementor-widget-text-editor\" data-id=\"3f1f605\" data-element_type=\"widget\" data-e-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\t\t<p>Les solutions d'IA agentique peuvent \u00e9galement analyser les donn\u00e9es relatives aux pi\u00e8ces et identifier des pi\u00e8ces de rechange alternatives ainsi que les fournisseurs de ces pi\u00e8ces.<\/p><p><a href=\"https:\/\/www.verdantis.com\/spare-parts-management\/\">Cette gestion des pi\u00e8ces de rechange<\/a> est essentiel pour garantir l'excellence dans la gestion MRO, optimiser et analyser les d\u00e9penses MRO, et s'inscrit dans une strat\u00e9gie globale d'approvisionnement MRO.<\/p><p>Une fois que le nom du fabricant ou la r\u00e9f\u00e9rence des pi\u00e8ces de rechange ont \u00e9t\u00e9 identifi\u00e9s, les bonnes pratiques recommandent de pouvoir faire remonter ces donn\u00e9es vers <a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\">la base de donn\u00e9es des fournisseurs<\/a>, permettant ainsi de d\u00e9velopper une approche globale <a href=\"https:\/\/www.verdantis.com\/multi-domain-mdm\/\">syst\u00e8me MDM multidomaine<\/a><\/p>\t\t\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-0115049 e-flex e-con-boxed e-con e-parent\" data-id=\"0115049\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3ddc99 elementor-widget elementor-widget-heading\" data-id=\"f3ddc99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Gestion des stocks<\/span>\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-c714e3a e-flex e-con-boxed e-con e-parent\" data-id=\"c714e3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e38532f elementor-widget elementor-widget-text-editor\" data-id=\"e38532f\" data-element_type=\"widget\" data-e-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\t\t<p>Outre l'\u00e9valuation des \u00e9quipements et pi\u00e8ces essentiels \u00e0 la maintenance, \u00e0 la r\u00e9paration et \u00e0 la r\u00e9vision (MRO), la nature des pi\u00e8ces de rechange et les liens qui les unissent, un ensemble de donn\u00e9es MRO fiable peut renforcer les capacit\u00e9s d'un logiciel de gestion des stocks MRO.<\/p>\t\t\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-a6f93b0 e-flex e-con-boxed e-con e-parent\" data-id=\"a6f93b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e87ba9f elementor-widget elementor-widget-heading\" data-id=\"e87ba9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Extraction de donn\u00e9es \u00e0 partir de nomenclatures num\u00e9riques<\/span>\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-6153cfb e-flex e-con-boxed e-con e-parent\" data-id=\"6153cfb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b599eaf elementor-widget elementor-widget-text-editor\" data-id=\"b599eaf\" data-element_type=\"widget\" data-e-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\t\t<p data-start=\"0\" data-end=\"401\">Les outils d'IA agentique peuvent consid\u00e9rablement simplifier et renforcer le processus de <a href=\"https:\/\/www.verdantis.com\/bom-management\/\">Gestion des donn\u00e9es relatives aux nomenclatures<\/a> en extrayant les donn\u00e9es des nomenclatures num\u00e9riques (BOM). Celles-ci se pr\u00e9sentent souvent sous forme de fichiers PDF techniques, de fichiers Excel, d'exportations ERP ou de dessins CAO.<\/p><p data-start=\"0\" data-end=\"401\">Ces documents sont difficiles \u00e0 traiter \u00e0 grande \u00e9chelle en raison de leur nature non structur\u00e9e, et leur traitement manuel entra\u00eene souvent des erreurs, des retards et des incoh\u00e9rences.<\/p><p data-start=\"403\" data-end=\"765\">Les outils d'extraction bas\u00e9s sur l'IA sont capables de lire ces nomenclatures num\u00e9riques et d'en extraire automatiquement les informations cl\u00e9s, telles que les r\u00e9f\u00e9rences des pi\u00e8ces, les identifiants des \u00e9quipements, les descriptions des pi\u00e8ces et les quantit\u00e9s.<\/p><p data-start=\"403\" data-end=\"765\">Une fois extraites, ces donn\u00e9es structur\u00e9es sont recoup\u00e9es avec les fiches de r\u00e9f\u00e9rence des pi\u00e8ces de rechange et des \u00e9quipements afin d'\u00e9tablir des liens entre les pi\u00e8ces et les machines ou les actifs sp\u00e9cifiques auxquels elles appartiennent.<\/p><p data-start=\"767\" data-end=\"1108\">Cette cartographie automatis\u00e9e \u00e9limine toute ambigu\u00eft\u00e9 en d\u00e9finissant clairement quelles pi\u00e8ces sont utilis\u00e9es dans quels \u00e9quipements, leur emplacement dans la structure des actifs et le nombre d'unit\u00e9s n\u00e9cessaires.<\/p><p data-start=\"767\" data-end=\"1108\">Cela permet d'\u00e9viter la cr\u00e9ation d'enregistrements de pi\u00e8ces en double, garantit la coh\u00e9rence entre les diff\u00e9rentes sources de donn\u00e9es et facilite la cr\u00e9ation de nomenclatures de maintenance pr\u00e9cises et compl\u00e8tes.<\/p><p data-start=\"1110\" data-end=\"1489\">De plus, ce processus d'extraction contribue directement \u00e0 am\u00e9liorer la pr\u00e9cision des stocks, \u00e0 optimiser les strat\u00e9gies de gestion des pi\u00e8ces de rechange et \u00e0 r\u00e9duire les cas de surcommandes ou de sous-commandes.<\/p><p data-start=\"1110\" data-end=\"1489\">Cela permet \u00e9galement de classer les pi\u00e8ces de rechange en fonction de leur contexte d'utilisation au sein de la nomenclature \u2013 qu'il s'agisse de pi\u00e8ces \u00e0 rotation rapide, de pi\u00e8ces critiques ou de pi\u00e8ces peu utilis\u00e9es \u2013, ce qui est essentiel pour \u00e9tablir les priorit\u00e9s en mati\u00e8re d'approvisionnement et de planification de la maintenance.<\/p><p data-start=\"1491\" data-end=\"1840\" data-is-last-node=\"\" data-is-only-node=\"\">Cela favorise l'harmonisation des donn\u00e9es, renforce l'int\u00e9grit\u00e9 des fichiers de r\u00e9f\u00e9rence des actifs et des articles, et jette les bases d'une automatisation et d'analyses plus avanc\u00e9es. Il s'agit d'une \u00e9tape cruciale pour mettre en place des op\u00e9rations MRO proactives et fond\u00e9es sur les donn\u00e9es.<\/p>\t\t\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-903d431 e-flex e-con-boxed e-con e-parent\" data-id=\"903d431\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3b194 elementor-widget elementor-widget-heading\" data-id=\"5a3b194\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">L'intelligence artificielle dans la gestion des donn\u00e9es MRO<\/span>\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-699c82b e-flex e-con-boxed e-con e-parent\" data-id=\"699c82b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8647f1 elementor-widget elementor-widget-text-editor\" data-id=\"e8647f1\" data-element_type=\"widget\" data-e-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\t\t<p>Par le pass\u00e9, les entreprises s'appuyaient en grande partie sur une arm\u00e9e de collaborateurs charg\u00e9s de corriger manuellement les donn\u00e9es erron\u00e9es dans les ensembles de donn\u00e9es MRO ; comme mentionn\u00e9 pr\u00e9c\u00e9demment, les d\u00e9lais d'ex\u00e9cution, les co\u00fbts et la pr\u00e9cision d'une telle approche n'\u00e9taient pas optimaux.<\/p><p>Les logiciels de gestion des donn\u00e9es MRO, comme celui que nous avons d\u00e9velopp\u00e9 chez Verdantis, s'appuient sur des mod\u00e8les d'IA form\u00e9s sp\u00e9cifiquement pour ce secteur afin d'automatiser la plupart des t\u00e2ches de normalisation des donn\u00e9es, qui sont ensuite renvoy\u00e9es \u00e0 un r\u00e9viseur humain pour un contr\u00f4le qualit\u00e9.<\/p><p>Voici quelques secteurs dans lesquels nous sommes sp\u00e9cialis\u00e9s<\/p>\t\t\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-c54ac37 e-flex e-con-boxed e-con e-parent\" data-id=\"c54ac37\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ece06f0 e-grid e-con-full e-con e-child\" data-id=\"ece06f0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9a32edf e-con-full e-flex e-con e-child\" data-id=\"9a32edf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4411ce6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4411ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" height=\"512\" viewbox=\"0 0 450 450\" width=\"512\"><g><g><g id=\"XMLID_1_\"><path d=\"m119.1 231.1-36.6 16.7 3.3-32z\"><\/path><path d=\"m162.9 251.1h-62.8l31.4-14.4z\"><\/path><path d=\"m177.2 215.8 3.3 32-36.6-16.7z\"><\/path><path d=\"m172.6 170.3 3 29.3-32.2-15.4z\"><\/path><path d=\"m169.5 208-38 17.4-38-17.4 38-18.1z\"><\/path><path d=\"m119.6 184.2-32.2 15.4 2.9-29.3z\"><\/path><path d=\"m131.5 141.5 34.6 20.5-34.6 16.5-34.6-16.5z\"><\/path><path d=\"m121.4 135.5-29.3 17.4 3.3-32.8z\"><\/path><path d=\"m167.6 120.1 3.3 32.8-29.3-17.4z\"><\/path><path d=\"m163.7 81 2.2 21.8-22.9-11.5z\"><\/path><path d=\"m161.2 111.9-29.7 17.6-29.7-17.6 29.7-14.8z\"><\/path><path d=\"m120 91.3-22.9 11.5 2.2-21.8z\"><\/path><path d=\"m146.3 78.2-14.8 7.4-14.8-7.4z\"><\/path><path d=\"m113.2 36.4c-2.2 3.8-6.8 6.4-11.2 6.3-4-.1-7.3-2.5-9.4-6.9-2-4.2-3.8-12-1.9-25.8 13.3 5.4 19.1 11 21.7 15 3.2 5 2.2 9 .8 11.4z\"><\/path><path d=\"m170.4 35.8c-2.1 4.4-5.4 6.8-9.4 6.9-4.4.2-9-2.4-11.1-6.3-1.4-2.4-2.4-6.4.8-11.4 2.6-4 8.4-9.6 21.7-15 1.8 13.8 0 21.6-2 25.8z\"><\/path><path d=\"m323.8 46.4h17.1v8.4h-17.1z\"><\/path><path d=\"m239.9 65.1h128.5v10.4h-128.5z\"><\/path><path d=\"m248.9 85.7h110.3v13.6h-110.3z\"><\/path><path d=\"m248.9 109.6v96.9h110.3v-96.9zm70.8 83.7c-4.6 2.9-10.1 4.4-15.6 4.4-5.2 0-10.4-1.3-14.9-3.9-8.8-5.2-13.6-14.6-13.1-25.7.6-13.8 8.7-29.8 24.2-47.6 1-1.1 2.4-1.8 3.9-1.8s2.9.6 3.9 1.8c15 17.3 23.1 33 24.1 46.5.7 11.2-3.8 20.8-12.5 26.3z\"><\/path><path d=\"m314.3 184.5c-5.8 3.6-14 3.7-19.9.3-3.9-2.3-8.5-7-8-16.4.3-7.2 3.8-19.3 17.8-36.7 13.6 16.9 17.2 28.8 17.7 35.9.7 9.7-3.8 14.5-7.6 16.9z\"><\/path><path d=\"m248.9 216.8h110.3v13.6h-110.3z\"><\/path><path d=\"m239.9 240.7h128.5v10.4h-128.5z\"><\/path><path d=\"m408.7 261.4c-.2 8.6-1.1 17.1-2.5 25.4-4.3 1.8-7.8 4.8-10.9 7.6-4 3.5-6.6 5.6-9 5.3-2-.3-6.5-2.8-14.1-15.9-6.6-11.4-18-18.6-25.5-22.4z\"><\/path><path d=\"m403.2 301.1c-3.9 15.6-9.8 30.4-17.4 44-19.2-13.6-38.7-14.1-55.4-1.3-.1 0-.1.1-.2.2s-15.3 13.1-32 13.2c-15.4.1-24.2 2.6-28.7 8.1-4.7 5.7-3.3 12.7-2 18.9 1 5.3 2 10.3-.5 14.1-2.1 3.3-5 3.5-10.6 3.8-4.9.2-10.9.5-16.6 4.3-5.9 3.9-13.3 10.6-14.6 20.1-.6 4.5.3 9 2.5 13.5-.9 0-1.8 0-2.6 0-20.2 0-39.6-3.3-57.8-9.3.4-1.7.8-3.7 1.2-5.8 4.5-20.9 12-55.8-11.5-65.6-.1 0-.2-.1-.3-.1-.2-.1-19-6.7-27.4-21.1-5.6-9.7-12-14.8-19.3-15.6-12.1-1.4-22.5 9.5-31.8 19-3.4 3.6-7.2 7.5-10.3 9.8-16-26.4-25.6-57.1-26.5-90h93.3c.3.6.5 1.2.7 1.8 8.6 21.1 19.4 47.4 35.3 51.1 1.3.3 2.6.5 4 .5 4.5 0 8.9-1.9 13.1-5.5.1-.1.2-.2.3-.3.2-.2 17.3-17.1 31.8-9.1 7.8 4.3 14.8 4.8 20.8 1.5 9-5 14.3-17.7 16.2-40h67.8c3.2 2.5 6.9 4.6 11 6.3.1 0 .2.1.3.1.2.1 19.1 6.8 27.4 21.1 7.8 13.3 14.4 19.7 21.4 20.8.8.1 1.5.2 2.3.2 6.1 0 10.9-4.1 15.1-7.9.3-.1.7-.5 1-.8z\"><\/path><path d=\"m380.5 354c-30.1 47.8-81.7 80.8-141.1 85.4-3.2-4.1-4.5-8-4-11.6.8-6 6.6-10.6 10-12.9 3.4-2.2 7.3-2.4 11.5-2.6 6.1-.3 13.6-.7 18.7-8.5 4.8-7.3 3.2-15.3 1.9-21.7-1-5.3-1.6-8.6-.1-10.4 1.3-1.6 5.7-4.2 20.8-4.3 19.8-.1 36.8-14.1 38.5-15.6 13.3-10 28-9.3 43.8 2.2z\"><\/path><path d=\"m246.4 261.4c-2.1 21.6-7 28.9-10.9 31-1 .5-4.1 2.2-10.9-1.5-20.6-11.3-41.6 8.6-43.8 10.8-3.8 3.2-6.3 3.1-7.9 2.7-10.3-2.5-20.7-26.9-27.3-43z\"><\/path><path d=\"m158.3 422.8c-.3 1.5-.6 3-.9 4.3-34.2-13.6-63.4-37.1-84-67.1 3.9-2.7 7.8-6.8 12.2-11.3 7.6-7.9 16.1-16.8 23.1-15.9 3.9.5 7.8 4 11.6 10.6 10 17 30.5 24.8 32.8 25.6 15.4 6.5 9 36.1 5.2 53.8z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f7cf14 elementor-widget elementor-widget-heading\" data-id=\"7f7cf14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">\u00c9nergie, p\u00e9trole et gaz<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4bbd53 e-con-full e-flex e-con e-child\" data-id=\"a4bbd53\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-93b2149 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"93b2149\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\"><g><path d=\"m148.7 50.5h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.8-6.4 14.2-14.2 14.2h-19.9c-7.9 0-14.2-6.4-14.2-14.2v-20c0-7.8 6.4-14.2 14.2-14.2zm53.6 128h27c9.4 0 17.1 7.7 17.1 17.1v26.9c0 9.4-7.7 17.1-17.1 17.1h-27c-9.4 0-17.1-7.7-17.1-17.1v-26.9c-.1-9.4 7.6-17.1 17.1-17.1zm26.9 12.1h-27c-2.8 0-5.1 2.3-5.1 5.1v26.9c0 2.8 2.3 5.1 5.1 5.1h27c2.8 0 5.1-2.3 5.1-5.1v-26.9c0-2.9-2.3-5.1-5.1-5.1zm188.3 10.9v25.3h56.3c-2.7-5.2-8.5-10.2-16.2-14.4-11.1-6.1-25.6-10.2-40.1-10.9zm-70 53.2c-6-2.9-10.1-9-10.3-15.9h-63.9c-3.3 0-6-2.7-6-6.2.1-11.3 9.8-22.6 24.3-30.7 12.6-7.1 29-12 45.6-12.5.2-5.8 3.1-11.1 7.7-14.4-9.9-38.7-44.8-66.2-85.4-66.2-17.5 0-33.7 5.1-47.4 13.8-14.1 9-25.5 21.9-32.6 37.2-1.2 2.8-4.4 4.3-7.3 3.3-9.5-3.1-19.4-3.8-29.3-2.2v16.3c0 2.9-.7 5.6-2 8l13.7 13.7c1.2 1.2 1.8 2.7 1.8 4.3v39.1h6.9c14.9 0 27 12 27 27.5 0 5.4 4.4 9.8 9.8 9.8h77c11.1 0 20.2 9.1 20.2 20.2v6.7h16.2c14 0 22.7 12 18.8 25.8l-2.6 9c6.3-1.5 12.2-3.9 17.7-7.2v-79.4zm-10.3-27.9v-25.3c-14.5.5-28.8 4.8-39.7 10.9-7.7 4.3-13.6 9.4-16.4 14.4zm61.9-43.2h-43.5c-3.5 0-6.4 2.9-6.4 6.4v48.2c0 3.5 2.9 6.4 6.4 6.4h43.5c3.5 0 6.4-2.9 6.4-6.4v-48.2c0-3.5-2.9-6.4-6.4-6.4zm-3.9 73.5h-35.7v180.2h35.7zm-10.5-163.3h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.9-6.4 14.3-14.2 14.3h-19.9c-7.8 0-14.2-6.4-14.2-14.3v-20c0-7.8 6.4-14.2 14.2-14.2zm-284.4 281.2h205.6c.7 0 1.2.1 1.8.3l13.1-46.3c1.6-5.8-.9-10.5-7.3-10.5h-183.6c-7.5 0-15.4 6.5-17.5 13.7zm204.1 12h-207.5l-11.3 39.8c-1.6 5.7.9 10.5 7.2 10.5h183.8c7.5 0 15.4-6.5 17.4-13.8zm-118.9 17.6c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm79.6 0c3.3 0 6 2.7 6 6s-2.7 6-6 6h-18.4c-3.3 0-6-2.7-6-6s2.7-6 6-6zm-137.9 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm29.1 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm49.9-63c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm-58.3 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm29.1 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm-47.1-35.1h155.5v-6.7c0-4.5-3.7-8.2-8.2-8.2h-77c-12.1 0-21.8-9.7-21.8-22.3 0-8.2-6.7-15-15-15h-67.6c-8.2 0-15 6.8-15 15v130.7l20-71c3.5-12.3 16.3-22.5 29.1-22.5zm-61.1 28.4v-65.6c0-14.9 12.1-27 27-27h48.6v-36.7l-12.5-12.5c-1.9.8-4 1.2-6.2 1.2h-27c-.5 0-.9 0-1.3 0-3.2 6.4-5.3 13.3-6.2 20.5-.3 2.5-2.1 4.6-4.7 5.1-43.1 9.2-63.2 59.5-38.4 95.9 5.4 7.8 12.5 14.4 20.7 19.1zm56.9-189.8h-27c-2.8 0-5.1 2.3-5.1 5.1v27c0 2.8 2.3 5.1 5.1 5.1h27c2.8 0 5.1-2.3 5.1-5.1v-27c0-2.8-2.3-5.1-5.1-5.1z\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da2af1d elementor-widget elementor-widget-heading\" data-id=\"da2af1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">M\u00e9taux et exploitation mini\u00e8re<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fdf7856 e-con-full e-flex e-con e-child\" data-id=\"fdf7856\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ce6601 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2ce6601\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"solid\" viewbox=\"0 0 32 32\"><path d=\"m26 19.25h-.25v-1.25c0-.96-.79-1.75-1.75-1.75h-2c-.96 0-1.75.79-1.75 1.75v1.25h-.25c-.96 0-1.75.79-1.75 1.75v9c0 .96.79 1.75 1.75 1.75h6c.96 0 1.75-.79 1.75-1.75v-9c0-.96-.79-1.75-1.75-1.75zm-1.29 5.99-.68 2c-.11.31-.4.51-.71.51-.08 0-.16-.01-.24-.04-.39-.13-.6-.56-.47-.95l.34-1.01h-.95c-.24 0-.47-.12-.61-.31-.14-.2-.18-.45-.1-.68l.68-2c.13-.39.56-.61.95-.47.39.13.6.56.47.95l-.34 1.01h.95c.24 0 .47.12.61.31.14.2.1801.45.1.68z\"><\/path><circle cx=\"14\" cy=\"14\" r=\"5.25\"><\/circle><path d=\"m27.12 11.4-2.59-.4301c-.23-.79-.55-1.55-.95-2.27l1.54-2.14c.21-.3.18-.71-.08-.97l-2.63-2.63c-.26-.26-.67-.29-.97-.08l-2.14 1.54c-.72-.4-1.48-.72-2.27-.95l-.43-2.59c-.06-.36-.37-.63-.7401-.63h-3.72c-.37 0-.68.27-.74.63l-.43 2.59c-.79.23-1.55.55-2.27.95l-2.14-1.54c-.3-.21-.71-.18-.97.08l-2.63 2.63c-.26.2599-.29.67-.08.97l1.54 2.14c-.4.72-.72 1.48-.95 2.27l-2.59.4301c-.36.06-.63.37-.63.74v3.72c0 .37.27.68.63.74l2.59.4301c.23.79.55 1.55.95 2.27l-1.54 2.14c-.21.3-.18.71.08.97l2.63 2.63c.26.26.67.29.97.08l2.14-1.54c.72.4 1.48.72 2.27.95l.43 2.59c.06.36.37.63.74.63h3.72c.3701 0 .6801-.27.7401-.63l.15-.9v-5.22c0-.32.05-.62.14-.91-.87.42-1.86.66-2.89.66-3.72 0-6.75-3.03-6.75-6.75s3.03-6.75 6.75-6.75 6.75 3.03 6.75 6.75c0 .35-.03.7-.09 1.04.41-.19.86-.29 1.34-.29h2c1.3 0 2.43.77 2.94 1.88l.18-.03c.36-.06.63-.37.63-.74v-3.72c0-.37-.27-.68-.63-.74z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52fd7d0 elementor-widget elementor-widget-heading\" data-id=\"52fd7d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Services publics<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7dc7b80 e-con-full e-flex e-con e-child\" data-id=\"7dc7b80\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dba96fe elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"dba96fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewbox=\"0 0 512 512\"><path d=\"M212.192,361.863V282.744a4.409,4.409,0,0,1,4.4-4.4h25.913V312.3h.028a6.927,6.927,0,0,0,11.205,5.476L260.8,312.3l6.549,5.138a6.993,6.993,0,0,0,11.714-5.138V278.341h25.912a4.409,4.409,0,0,1,4.4,4.4v79.119a4.433,4.433,0,0,1-4.4,4.432H216.6A4.433,4.433,0,0,1,212.192,361.863Zm44.259-63.792a6.954,6.954,0,0,1,8.609-.028l.057.028v-19.73h-8.666ZM81.024,366.3h88.348a4.44,4.44,0,0,0,4.433-4.432V282.744a4.416,4.416,0,0,0-4.433-4.4H143.489V312.3a6.993,6.993,0,0,1-11.714,5.138L125.2,312.3l-7.028,5.476a6.928,6.928,0,0,1-11.206-5.476h-.028V278.341H81.024a4.433,4.433,0,0,0-4.432,4.4v79.119A4.458,4.458,0,0,0,81.024,366.3Zm48.465-68.252.056.028v-19.73h-8.666v19.73A6.955,6.955,0,0,1,129.489,298.043ZM346.974,348.71V366.3h81.687V348.71a18.491,18.491,0,0,0-18.432-18.432H365.405A18.491,18.491,0,0,0,346.974,348.71ZM133.412,239.727a6.961,6.961,0,0,0,10.9,8.666l12.956-16.315a7.037,7.037,0,0,0,1.524-4.347V166.564H91.609v61.167h.028a7.005,7.005,0,0,0,1.5,4.347l12.956,16.315a6.961,6.961,0,0,0,10.9-8.666l-11.432-14.4V197.783h39.291v27.549Zm276.817,76.607a31.018,31.018,0,0,1,6.521.677l-8.271-148.358a61.8,61.8,0,0,1-41.323,0l-8.271,148.358a31.015,31.015,0,0,1,6.52-.677Zm93.712,109.208a45.439,45.439,0,0,1-45.331,45.332H53.39a45.318,45.318,0,1,1,0-90.635H458.61A45.433,45.433,0,0,1,503.941,425.542Zm-428.421,0A15.708,15.708,0,1,0,59.8,441.265,15.7,15.7,0,0,0,75.52,425.542Zm78.47,0a15.708,15.708,0,1,0-15.7,15.723A15.7,15.7,0,0,0,153.99,425.542Zm78.5,0a15.722,15.722,0,1,0-15.722,15.723A15.72,15.72,0,0,0,232.487,425.542Zm78.47,0a15.722,15.722,0,1,0-15.722,15.723A15.7,15.7,0,0,0,310.957,425.542Zm78.47,0a15.709,15.709,0,1,0-15.722,15.723A15.7,15.7,0,0,0,389.427,425.542Zm78.5,0A15.723,15.723,0,1,0,452.2,441.265,15.721,15.721,0,0,0,467.925,425.542ZM340.228,110.7a47.59,47.59,0,1,1,47.59,47.562A47.6,47.6,0,0,1,340.228,110.7Zm27.521,0a20.069,20.069,0,1,0,20.069-20.069A20.075,20.075,0,0,0,367.749,110.7Zm-39.63,14.9a61.524,61.524,0,0,1,15.468-57.694L179.055,33.533a54.264,54.264,0,0,1-10.642,39.6ZM125.2,94.586a54.375,54.375,0,0,1-16.54-2.568v60.6h33.109v-60.6A54.423,54.423,0,0,1,125.2,94.586ZM84.891,40.335A40.322,40.322,0,1,1,125.2,80.643,40.319,40.319,0,0,1,84.891,40.335Zm25.066,0A15.242,15.242,0,1,0,125.2,25.093,15.25,15.25,0,0,0,109.957,40.335Zm95.207,176.811,2.653-4.46a46.182,46.182,0,0,1-5.758-13.915l-5.052-1.271-6.125-1.524a57.186,57.186,0,0,1,0-15.637l6.125-1.553,5.052-1.27a46.171,46.171,0,0,1,5.758-13.915l-2.653-4.461-3.246-5.447a57.575,57.575,0,0,1,11.037-11.037L218.4,145.9l4.46,2.682a46.249,46.249,0,0,1,13.916-5.787l1.27-5.024,1.553-6.153a56.982,56.982,0,0,1,15.609,0l1.552,6.153,1.27,5.024a46.238,46.238,0,0,1,13.916,5.787l4.46-2.682,5.448-3.246a58.378,58.378,0,0,1,11.036,11.037l-3.246,5.447-2.653,4.461a46.171,46.171,0,0,1,5.758,13.915l5.024,1.27,6.154,1.553a57.291,57.291,0,0,1,0,15.637l-6.154,1.524-5.024,1.271a46.182,46.182,0,0,1-5.758,13.915l2.653,4.46,3.246,5.448a57.745,57.745,0,0,1-11.036,11.065l-5.448-3.274-4.46-2.654a46.177,46.177,0,0,1-13.916,5.758l-1.27,5.053-1.552,6.125a55.6,55.6,0,0,1-15.609,0l-1.553-6.125-1.27-5.053a46.188,46.188,0,0,1-13.916-5.758l-4.46,2.654-5.447,3.274a56.961,56.961,0,0,1-11.037-11.065Zm18.856-28.989a23.372,23.372,0,1,0,23.371-23.371A23.382,23.382,0,0,0,224.02,188.157ZM67.757,512H444.242V484.818H67.757Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b9875b elementor-widget elementor-widget-heading\" data-id=\"7b9875b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Fabrication<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f3cddf e-con-full e-flex e-con e-child\" data-id=\"5f3cddf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88cc875 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"88cc875\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 64 64\" width=\"512\" height=\"512\"><g id=\"GLYPH\"><g id=\"_03-Valentine_copy_5\" data-name=\"03-Valentine copy 5\"><path d=\"M12,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,12,49Zm0,5.75A1.75,1.75,0,1,1,13.75,53,1.7455,1.7455,0,0,1,12,54.75ZM52,44H12a9,9,0,0,0,0,18H52a9,9,0,0,0,0-18ZM12,59a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,12,59Zm13,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,25,59Zm14,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,39,59Zm13,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,52,59ZM39,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,39,49Zm0,5.75A1.75,1.75,0,1,1,40.75,53,1.7455,1.7455,0,0,1,39,54.75ZM25,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,25,49Zm0,5.75A1.75,1.75,0,1,1,26.75,53,1.7455,1.7455,0,0,1,25,54.75ZM52,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,52,49Zm0,5.75A1.75,1.75,0,1,1,53.75,53,1.7455,1.7455,0,0,1,52,54.75ZM61,2V4a2,2,0,0,1-2,2H5A2,2,0,0,1,3,4V2ZM48,8v4h2v4H36V12h2V8ZM35,34h3.62A3.3886,3.3886,0,0,1,42,37.38V42H35Zm.8-9.07,1.4-1.86a4.0241,4.0241,0,0,0,.8-2.4V18H48v2.67a4.0241,4.0241,0,0,0,.8,2.4l1.4,1.86a4.0241,4.0241,0,0,1,.8,2.4V42H44V37.38A5.3817,5.3817,0,0,0,38.62,32H35V27.33A4.0241,4.0241,0,0,1,35.8,24.93ZM13,34h3.62A3.3886,3.3886,0,0,1,20,37.38V42H13Zm.8-9.07,1.4-1.86a4.0241,4.0241,0,0,0,.8-2.4V18H26v2.67a4.0241,4.0241,0,0,0,.8,2.4l1.4,1.86a4.0241,4.0241,0,0,1,.8,2.4V42H22V37.38A5.3817,5.3817,0,0,0,16.62,32H13V27.33A4.0241,4.0241,0,0,1,13.8,24.93ZM26,13.2361V14h1.125a1.0089,1.0089,0,0,1,0,2H14.875a1.0089,1.0089,0,0,1,0-2H16v-.7639A2.2361,2.2361,0,0,1,18.2361,11H23.764A2.236,2.236,0,0,1,26,13.2361Z\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f907145 elementor-widget elementor-widget-heading\" data-id=\"f907145\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Alimentation et boissons<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32de268 e-con-full e-flex e-con e-child\" data-id=\"32de268\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79b8356 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"79b8356\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Capa_1\" height=\"512\" viewbox=\"0 0 502.861 502.861\" width=\"512\"><g><path d=\"m500.522 72.127c-2.657-4.068-7.145-6.497-12.004-6.497h-145.121c-5.689 0-10.844 3.366-13.128 8.576l-23.338 53.173-23.338-53.175c-2.287-5.208-7.44-8.574-13.129-8.574h-171.017c-4.143 0-7.5 3.357-7.5 7.5s3.357 7.5 7.5 7.5h170.585l25.417 57.911h-254.675l-25.416-57.911h52.126c4.143 0 7.5-3.357 7.5-7.5s-3.357-7.5-7.5-7.5h-53.141c-4.859 0-9.347 2.429-12.004 6.497s-3.077 9.154-1.124 13.604l26.575 60.551v268.032c0 12.637 10.282 22.918 22.92 22.918h400.856c12.638 0 22.919-10.281 22.919-22.918v-23.816c0-4.143-3.357-7.5-7.5-7.5s-7.5 3.357-7.5 7.5v23.816c0 4.366-3.553 7.918-7.919 7.918h-24.489v-80.189c0-4.436-2.423-8.504-6.323-10.617-3.899-2.115-8.632-1.921-12.346.501l-17.438 11.363-17.438-11.363c-3.716-2.422-8.448-2.614-12.347-.501-3.9 2.113-6.323 6.182-6.323 10.617v80.189h-40.433v-268.69h145.055v204.994c0 4.143 3.357 7.5 7.5 7.5s7.5-3.357 7.5-7.5v-210.923l27.16-61.882c1.955-4.451 1.535-9.536-1.122-13.604zm-130.658 275.311 17.013 11.086c2.488 1.623 5.701 1.623 8.189 0l17.012-11.086v74.793h-42.214zm-319.154 74.793c-4.367 0-7.92-3.552-7.92-7.918v-260.772h256.641v268.69zm411.377-283.69h-143.673l25.417-57.911h143.673z\"><\/path><path d=\"m343.662 171.118c-7.423 0-13.461 6.038-13.461 13.461v112.096c0 7.423 6.038 13.461 13.461 13.461h86.593c7.423 0 13.462-6.038 13.462-13.461v-112.096c0-7.423-6.039-13.461-13.462-13.461zm85.054 124.018h-83.516v-109.018h83.516z\"><\/path><path d=\"m170.045 243.685h.021c1.069.004 3.736.309 5.416 3.042l3.293 5.358c2.169 3.53 6.788 4.631 10.316 2.463 3.529-2.169 4.632-6.787 2.463-10.316l-3.292-5.358c-3.903-6.352-10.684-10.16-18.139-10.188h-.084c-7.421 0-14.195 3.753-18.131 10.051l-17.141 27.425-.471-2.034c-.936-4.034-4.959-6.547-9.001-5.612-4.035.937-6.548 4.966-5.612 9.001l4.56 19.665c.801 3.452 3.875 5.807 7.3 5.807.457 0 .922-.042 1.388-.129l19.842-3.717c4.071-.763 6.754-4.682 5.991-8.753s-4.68-6.748-8.753-5.991l-3.059.573 17.678-28.285c1.689-2.703 4.332-3.002 5.415-3.002z\"><\/path><path d=\"m167.182 348.218c1.453 1.394 3.321 2.085 5.188 2.085 1.973 0 3.943-.773 5.416-2.312l13.967-14.576c2.78-2.9 2.78-7.477 0-10.378l-13.967-14.575c-2.866-2.991-7.613-3.091-10.604-.226-2.99 2.866-3.092 7.613-.226 10.604l1.807 1.886h-38.891c-3.394 0-5.035-2.3-5.583-3.289-.549-.989-1.629-3.6.17-6.478l1.877-3.003c2.195-3.513 1.127-8.14-2.385-10.336-3.512-2.193-8.14-1.127-10.336 2.385l-1.877 3.004c-4.18 6.689-4.393 14.801-.569 21.7 3.824 6.898 10.815 11.017 18.703 11.017h38.893l-1.809 1.888c-2.867 2.99-2.765 7.738.226 10.604z\"><\/path><path d=\"m197.396 258.449c-3.951-.74-7.78 1.764-8.688 5.678l-4.56 19.665c-.936 4.035 1.577 8.064 5.612 9.001.57.132 1.14.195 1.701.195 3.411 0 6.496-2.343 7.3-5.808l.432-1.865 15.783 25.685c1.77 2.88.683 5.477.133 6.459s-2.192 3.268-5.571 3.268c-4.143 0-7.5 3.357-7.5 7.5s3.357 7.5 7.5 7.5c7.853 0 14.83-4.092 18.663-10.945 3.833-6.854 3.667-14.941-.444-21.634l-16.492-26.839 3.211.602c4.076.76 7.99-1.92 8.753-5.991s-1.92-7.99-5.991-8.753z\"><\/path><path d=\"m243.523 218.429c-2.906-2.954-7.654-2.99-10.606-.087-2.953 2.905-2.991 7.653-.087 10.606 16.341 16.611 25.341 38.589 25.341 61.885 0 48.666-39.593 88.258-88.258 88.258s-88.257-39.592-88.257-88.258 39.592-88.258 88.257-88.258c13.651 0 26.742 3.036 38.91 9.023 3.72 1.83 8.212.298 10.041-3.418 1.829-3.717.299-8.212-3.418-10.041-14.246-7.01-29.566-10.564-45.533-10.564-56.936 0-103.257 46.321-103.257 103.258s46.321 103.258 103.257 103.258c56.937 0 103.258-46.321 103.258-103.258-.001-27.256-10.53-52.97-29.648-72.404z\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ab78c0 elementor-widget elementor-widget-heading\" data-id=\"4ab78c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">P\u00e2te \u00e0 papier, papier et emballage<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c02cf5e e-con-full e-flex e-con e-child\" data-id=\"c02cf5e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae06b6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3ae06b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 64 64\" data-name=\"Layer 1\"><path d=\"m5.47 53.24c.19.29.5.46.84.46h19.62v7.24c0 .55.45 1 1 1h31.18c.28 0 .53-.11.71-.29.04-.05.09-.1.12-.15.03-.04.06-.08.08-.13.02-.04.04-.09.05-.13.03-.1.05-.2.05-.3v-6.3c0-.03 0-.07-.01-.1v-18.8c0-.55-.44-1-1-1h-6.06c.71-2.47 1.55-6.48 1.55-11.44 0-7.42-1.86-13.02-2.41-14.54l2.33-5.36c.13-.31.1-.67-.08-.95-.19-.28-.5-.45-.84-.45h-31.08c-.34 0-.65.17-.84.45-.18.28-.21.64-.08.95l2.33 5.37c-.18.51-.52 1.49-.89 2.86h-15.73c-.34 0-.65.17-.84.45-.18.28-.22.64-.08.95l2.33 5.37c-.56 1.53-2.41 7.13-2.41 14.53 0 7.32 1.81 12.51 2.41 14l-2.33 5.37c-.14.31-.1.66.08.94zm20.46-4.9v3.36h-18.1l1.63-3.74h16.47zm5.2 5.3h-3.2v-4.3h3.2zm0-12.59h-3.2v-.559s0-.002 0-.003 0-.002 0-.003v-3.075s0-.002 0-.003 0-.002 0-.003v-.663h3.2v4.31zm2 12.59v-4.3h8.4v4.3zm13.59 6.3h-8.39v-4.3h8.39zm10.39 0h-8.38v-4.3h8.38zm0-6.3h-3.19v-4.3h3.19zm-3.19-16.9h3.19v4.31h-3.19zm-1 6.31h4.19v4.29h-8.38v-4.29zm-9.39-6.31h8.39v4.31h-8.39zm3.2 6.31v4.29h-8.4v-4.29zm-5.2-6.31v4.31h-8.4v-4.31zm-18.72-23.11h13.06l-1.62 3.74h-24.79l-1.63-3.74zm-15.5 19.3c0-6.62 1.59-11.82 2.19-13.56h24.71c.07.21.15.45.24.74.03.08.05.16.08.24.32 1.06.74 2.62 1.1 4.53.11.56.21 1.15.3 1.77.06.42.12.85.17 1.29.02.22.05.44.07.66.03.32.06.64.08.96.03.31.05.63.07.95.05.78.07 1.59.07 2.42 0 .36 0 .71-.02 1.07 0 .17-.01.35-.01.52-.01.07-.01.15-.02.22h-9.41c-.55 0-1 .45-1 1v.666h-11.029c-.553 0-1 .448-1 1s.447 1 1 1h11.029v1.082h-8.181c-.553 0-1 .448-1 1s.447 1 1 1h8.181v4.472h-16.45c-.61-1.63-2.17-6.47-2.17-13.03z\"><\/path><path d=\"m13.8 34.34h16.11c1.37 0 2.48-1.11 2.48-2.48v-7.06c0-1.36-1.11-2.47-2.48-2.47h-16.11c-1.36 0-2.47 1.11-2.47 2.47v7.06c0 1.37 1.11 2.48 2.47 2.48zm-.47-9.54c0-.26.21-.47.47-.47h16.11c.26 0 .48.21.48.47v7.06c0 .27-.22.48-.48.48h-16.11c-.26 0-.47-.21-.47-.48z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02ac17f elementor-widget elementor-widget-heading\" data-id=\"02ac17f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Mat\u00e9riaux de construction<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3a8a6c0 e-con-full e-flex e-con e-child\" data-id=\"3a8a6c0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-414f28f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"414f28f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_3\" height=\"512\" viewbox=\"0 0 64 64\" width=\"512\" data-name=\"Layer 3\"><path d=\"m35 14.414-6-6v5.172l6 6z\"><\/path><path d=\"m35 22.414-6-6v8.586h6z\"><\/path><path d=\"m25 21h2v4h-2z\"><\/path><path d=\"m10 7h10v4h-10z\"><\/path><path d=\"m48 16h4v4h-4z\"><\/path><path d=\"m10 18a1 1 0 0 1 1-1h8a1 1 0 0 1 1 1v7h3v-9.586l-2.414-2.414h-11.172l-2.414 2.414v9.586h3z\"><\/path><path d=\"m56.133 10 .535-3.751-2.068 1.551a1 1 0 0 1 -1.432-.245l-1.168-1.755-1.168 1.755a1.039 1.039 0 0 1 -1.664 0l-1.168-1.755-1.168 1.755a1 1 0 0 1 -1.432.245l-2.069-1.551.536 3.751z\"><\/path><path d=\"m37 21h5v4h-5z\"><\/path><path d=\"m35 4a1 1 0 0 0 -1-1h-4a1 1 0 0 0 -1 1v1.586l6 6z\"><\/path><path d=\"m56 25v-13h-12v13zm-10-10a1 1 0 0 1 1-1h6a1 1 0 0 1 1 1v6a1 1 0 0 1 -1 1h-6a1 1 0 0 1 -1-1z\"><\/path><path d=\"m25 36a1 1 0 0 0 -1-1h-.887l2.787 26h5.1v-18.08a7 7 0 0 1 -6-6.92z\"><\/path><path d=\"m48.113 61h.687a5.025 5.025 0 0 0 4.95-4.293l3.097-21.707h-5.947z\"><\/path><circle cx=\"32\" cy=\"36\" r=\"1\"><\/circle><path d=\"m42.898 35-2.785 26h5.989l2.785-26z\"><\/path><path d=\"m12 19h6v6h-6z\"><\/path><path d=\"m60 27h-56a1 1 0 0 0 -1 1v4a1 1 0 0 0 1 1h20a3 3 0 0 1 3 3 5 5 0 0 0 10 0 3 3 0 0 1 3-3h20a1 1 0 0 0 1-1v-4a1 1 0 0 0 -1-1zm-28 12a3 3 0 1 1 3-3 3 3 0 0 1 -3 3z\"><\/path><path d=\"m7.153 35 3.1 21.707a5.025 5.025 0 0 0 4.947 4.293h.683l-2.783-26z\"><\/path><path d=\"m15.113 35 2.785 26h5.989l-2.785-26z\"><\/path><path d=\"m40 35a1 1 0 0 0 -1 1 7 7 0 0 1 -6 6.92v18.08h5.1l2.785-26z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-149e5ed elementor-widget elementor-widget-heading\" data-id=\"149e5ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Biens de consommation <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85ec8fa e-con-full e-flex e-con e-child\" data-id=\"85ec8fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a07851 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1a07851\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 64 64\"><g><path d=\"m12.8041992 21.2264442h10.375c.5522461 0 1-.4477539 1-1v-3.0496826c0-.5523071-.4477539-1-1-1h-10.375c-.5523071 0-1 .4476929-1 1v3.0496826c0 .5522461.4476929 1 1 1z\"><\/path><path d=\"m21.7800293 36.380619h-14.3500366v12.419983h14.3500366zm-5.960022 9.1900025c-1.0200195 1.0200195-2.6799927 1.0200195-3.7000122 0s-1.0200195-2.6699829 0-3.7000122l.4273682-.4273682c.0012817.0012817.0016479.0031128.0029297.0043945l3.6963501 3.6963501zm2.2700196-2.2700195-.4293213.4293213-3.6963501-3.6963501c-.0012817-.0012817-.0031128-.0016479-.0043945-.0029297l.4300537-.4299927c1.0199585-1.0200195 2.6799927-1.0200195 3.7000122 0 .5099487.5099487.7699585 1.1900024.7699585 1.8499756 0 .6699829-.2600098 1.3400268-.7699585 1.8499756z\"><\/path><path d=\"m22.7833252 23.2264442h-9.583313v4.8641968l-5.7700195 4.6900024v1.5999756h15.3500366c.5599976 0 1 .4500122 1 1v14.419983c0 .5500488-.4400024 1-1 1h-15.3500366v1.2300415c0 1.0999756.8900146 2 2 2h17.1199951c1.1099854 0 2-.9000244 2-2v-19.25l-5.7666626-4.6873169z\"><\/path><path d=\"m39.0773926 22.8547401c-.5523071 0-1 .4477539-1 1v2.3461914c0 .5523071.4476929 1 1 1h11.1637573c.5523071 0 1-.4476929 1-1v-2.3461914c0-.5522461-.4476929-1-1-1z\"><\/path><path d=\"m45.1900024 40.5006142c4.710022 2.7800293 8.7299805 1 10.5100098-.1099854-1.1400146-2.8599854-3.3699951-5.1599731-6.1600342-6.4099731v-4.7800293h-9.7599487v4.7800293c-2.3800049 1.0699463-4.3400269 2.8899536-5.5900269 5.1599731 2.6099854-.8099975 6.6300049-1.2199707 11 1.3599854z\"><\/path><path d=\"m56.289978 42.3306313c-1.3599854.7600098-3.4799805 1.6300049-6.0199585 1.6300049-1.8500366 0-3.9200439-.4500122-6.1000366-1.7399902-4.8099976-2.8300171-9.1599731-1.4000244-11-.5300293-.2799683 1-.4299927 2.0599976-.4299927 3.1500244 0 3.8599854 1.8400269 7.3099976 4.7000122 9.4799805h14.4299927c2.8599854-2.1699829 4.7000122-5.6199951 4.7000122-9.4799805 0-.8599854-.0900268-1.7000123-.2800293-2.5100098z\"><\/path><circle cx=\"48.17\" cy=\"16.305\" r=\"3.672\"><\/circle><circle cx=\"37.818\" cy=\"12.634\" r=\"2.953\"><\/circle><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12c46b1 elementor-widget elementor-widget-heading\" data-id=\"12c46b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Produits chimiques <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4690fd e-con-full e-flex e-con e-child\" data-id=\"e4690fd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9139e9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b9139e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 500 500\"><path clip-rule=\"evenodd\" d=\"m121.744 103.893v11.022c0 .382.226.707.584.84s.742.033.991-.257c9.866-11.494 26.015-15.41 40.009-9.934.394.154.623.55.56.969-2.973 19.637-21.513 33.104-41.099 29.797-.269-.046-.519.023-.727.199s-.317.411-.317.684v10.781c0 .383.228.709.588.841s.745.029.992-.265c9.83-11.677 26.11-15.715 40.228-10.192.394.154.623.55.56.969-2.986 19.727-21.668 33.203-41.318 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c0-6.657 5.446-12.103 12.102-12.103h7.77c.493 0 .896-.402.896-.896v-23.958c0-.272-.108-.506-.315-.682s-.456-.245-.724-.201c-19.523 3.174-37.921-10.282-40.881-29.832-.064-.419.165-.814.56-.968 13.875-5.429 29.892-1.631 39.791 9.683.251.286.633.383.989.249s.58-.458.58-.838v-10.26c0-.273-.109-.508-.317-.684-.209-.176-.458-.244-.728-.199-19.587 3.307-38.126-10.159-41.099-29.797-.064-.419.165-.814.56-.968 13.995-5.476 30.144-1.559 40.009 9.934.249.29.633.39.991.257s.584-.458.584-.839v-11.021c0-.224-.072-.416-.218-.586-7.042-8.153-11.303-18.776-11.303-30.395 0-14.801 6.913-27.985 17.684-36.507.33-.261.782-.261 1.111-.001 20.77 16.423 23.697 46.86 6.382 66.901-.145.168-.218.36-.218.584zm-56.429 187.344h369.371c16.669 0 30.308-13.639 30.308-30.309s-13.639-30.309-30.308-30.309h-369.371c-16.669 0-30.308 13.639-30.308 30.309s13.638 30.309 30.308 30.309zm331.005-40.855c5.825 0 10.547 4.722 10.547 10.547s-4.722 10.547-10.547 10.547-10.547-4.722-10.547-10.547c0-5.826 4.722-10.547 10.547-10.547zm-292.64 0c5.825 0 10.547 4.722 10.547 10.547s-4.722 10.547-10.547 10.547-10.547-4.722-10.547-10.547c.001-5.826 4.723-10.547 10.547-10.547zm73.16 0c5.825 0 10.547 4.722 10.547 10.547s-4.722 10.547-10.547 10.547-10.547-4.722-10.547-10.547c.001-5.826 4.723-10.547 10.547-10.547zm73.16 0c5.825 0 10.547 4.722 10.547 10.547s-4.722 10.547-10.547 10.547-10.547-4.722-10.547-10.547c0-5.826 4.722-10.547 10.547-10.547zm73.16 0c5.825 0 10.547 4.722 10.547 10.547s-4.722 10.547-10.547 10.547-10.547-4.722-10.547-10.547c0-5.826 4.722-10.547 10.547-10.547zm-224.768 55.052c-1.279 2.352-2.89 3.377-5.099 4.811l-9.094 5.906c-4.056 2.634-5.875 7.374-4.624 12.046l5.613 20.948c1.252 4.672 5.198 7.867 10.028 8.12l12.576.659c3.973.208 7.283 2.327 9.137 5.848 1.833 3.483 3.802 6.893 5.902 10.222 2.122 3.365 2.302 7.292.496 10.837l-5.717 11.221c-2.196 4.309-1.402 9.324 2.018 12.744l15.335 15.335c3.42 3.419 8.435 4.214 12.744 2.018l11.18-5.696c3.546-1.807 7.473-1.626 10.839.497 3.322 2.096 6.741 4.07 10.254 5.915 3.526 1.852 5.649 5.166 5.857 9.143l.657 12.535c.253 4.83 3.448 8.776 8.12 10.028l20.948 5.613c4.671 1.252 9.412-.568 12.045-4.624l6.837-10.527c2.169-3.34 5.664-5.148 9.644-4.989 3.964.159 7.913.158 11.837.004 3.977-.157 7.468 1.651 9.636 4.989l6.834 10.523c2.634 4.056 7.374 5.875 12.046 4.624l20.948-5.613c4.672-1.252 7.867-5.198 8.12-10.027l.659-12.576c.208-3.973 2.327-7.283 5.848-9.137 3.483-1.833 6.893-3.802 10.222-5.902 3.365-2.122 7.292-2.302 10.837-.496l11.221 5.717c4.309 2.195 9.324 1.401 12.744-2.018l15.335-15.335c3.42-3.419 4.214-8.435 2.018-12.744l-5.696-11.18c-1.807-3.546-1.626-7.473.497-10.839 2.096-3.322 4.07-6.741 5.915-10.254 1.852-3.526 5.166-5.649 9.143-5.857l12.535-.657c4.83-.253 8.776-3.448 10.028-8.12l5.613-20.948c1.252-4.671-.568-9.412-4.624-12.045l-10.527-6.837c-1.582-1.028-2.821-2.353-3.669-3.886-.162-.293-.449-.462-.784-.462h-58.762c-.484 0-.88.387-.894.871-1.376 49.17-41.663 88.609-91.165 88.609-49.503 0-89.789-39.439-91.165-88.609-.013-.484-.41-.871-.894-.871h-58.766c-.336-.001-.625.171-.786.466zm271.198-110.519h7.77c.493 0 .896-.402.896-.896v-23.958c0-.272-.108-.506-.315-.682s-.456-.245-.724-.201c-19.523 3.174-37.921-10.282-40.881-29.832-.063-.419.165-.814.56-.968 13.875-5.429 29.892-1.631 39.791 9.683.251.286.633.383.989.249s.58-.458.58-.838v-10.26c0-.273-.109-.508-.317-.684s-.458-.244-.728-.199c-19.587 3.307-38.126-10.159-41.099-29.797-.064-.419.165-.814.56-.968 13.995-5.476 30.144-1.559 40.009 9.934.249.29.633.39.991.257s.584-.458.584-.839v-11.806c0-.224-.072-.416-.218-.586-7.042-8.153-11.303-18.775-11.303-30.394 0-14.801 6.913-27.985 17.684-36.507.33-.261.782-.261 1.112 0 10.771 8.522 17.684 21.706 17.684 36.507 0 11.619-4.26 22.242-11.303 30.394-.146.169-.218.362-.218.586v11.805c0 .382.226.707.584.84s.742.033.991-.257c9.865-11.494 26.015-15.41 40.009-9.934.394.154.623.55.56.969-2.973 19.637-21.513 33.104-41.099 29.797-.269-.046-.519.023-.727.199-.209.176-.317.411-.317.684v10.781c0 .383.228.71.588.841.36.132.745.029.992-.265 9.83-11.677 26.11-15.716 40.228-10.193.394.154.623.55.56.969-2.986 19.727-21.668 33.203-41.318 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c-.001-6.658 5.445-12.104 12.102-12.104zm-134.975 0h7.77c.493 0 .896-.402.896-.896v-23.958c0-.272-.108-.506-.315-.682s-.456-.245-.724-.201c-19.523 3.174-37.921-10.282-40.881-29.832-.063-.419.165-.814.56-.968 13.875-5.429 29.892-1.631 39.791 9.683.251.286.633.383.989.249s.58-.458.58-.838v-10.26c0-.273-.109-.508-.317-.684s-.458-.244-.727-.199c-19.587 3.307-38.126-10.159-41.099-29.797-.063-.419.165-.814.56-.968 13.995-5.476 30.144-1.559 40.009 9.934.249.29.633.39.991.257s.584-.458.584-.839v-9.477c0-.231-.076-.429-.231-.6-7.434-8.246-11.962-19.164-11.962-31.141 0-14.801 6.913-27.985 17.684-36.507.33-.261.782-.261 1.112 0 10.77 8.522 17.684 21.706 17.684 36.507 0 11.252-3.996 21.568-10.643 29.613-.138.167-.205.354-.205.571v11.033c0 .382.226.707.584.84s.742.033.991-.257c9.865-11.494 26.015-15.41 40.009-9.934.394.154.623.55.56.969-2.973 19.637-21.513 33.104-41.099 29.797-.269-.046-.519.023-.727.199s-.317.411-.317.684v10.781c0 .383.228.71.588.841.36.132.745.029.992-.265 9.83-11.677 26.11-15.716 40.228-10.193.394.154.623.55.56.969-2.986 19.727-21.668 33.203-41.317 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c-.003-6.658 5.442-12.104 12.099-12.104z\" fill-rule=\"evenodd\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9cf5dc elementor-widget elementor-widget-heading\" data-id=\"b9cf5dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Transformation agricole<\/span>\t\t\t\t<\/div>\n\t\t\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-4249d62 e-flex e-con-boxed e-con e-parent\" data-id=\"4249d62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8045bd8 elementor-widget elementor-widget-heading\" data-id=\"8045bd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"types-of-mro-data-management-services\">Types de services de gestion des donn\u00e9es MRO<\/h2>\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-62e10f3 e-flex e-con-boxed e-con e-parent\" data-id=\"62e10f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87d144e elementor-widget elementor-widget-heading\" data-id=\"87d144e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Enrichissement des donn\u00e9es<\/span>\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-af688f1 e-flex e-con-boxed e-con e-parent\" data-id=\"af688f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e318dd0 elementor-widget elementor-widget-text-editor\" data-id=\"e318dd0\" data-element_type=\"widget\" data-e-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\t\t<p>L'objectif de ce service consiste \u00e0 <a href=\"https:\/\/www.verdantis.com\/mro-data-enrichment\/\">assurer l'\u00ab exhaustivit\u00e9 \u00bb des enregistrements de donn\u00e9es MRO en r\u00e9cup\u00e9rant des informations provenant de sources tierces,<\/a> soit manuellement, soit par programmation, puis en r\u00e9int\u00e9grant ces informations dans l'ensemble de donn\u00e9es MRO.<\/p>\n<p>Chez Verdantis, nous nous appuyons principalement sur <a href=\"https:\/\/www.verdantis.com\/automated-ai-enrichment-data-cleansing\/\">des mod\u00e8les d'IA Agentic form\u00e9s par les professionnels du secteur, qui enrichissent de mani\u00e8re autonome les enregistrements de donn\u00e9es<\/a> sur les montants, les immobilisations et les fournisseurs<\/p>\n<ul>\n<li>Pour les pi\u00e8ces de rechange MRO, il peut s'agir de donn\u00e9es telles que le nom du fabricant, la r\u00e9f\u00e9rence du fabricant, les caract\u00e9ristiques de la pi\u00e8ce, les sp\u00e9cifications, les unit\u00e9s de mesure et les \u00e9quipements sur lesquels elles sont utilis\u00e9es.<\/li>\n<li>Pour les \u00e9quipements ou les immobilisations, il peut s'agir du fabricant de l'\u00e9quipement, du num\u00e9ro d'identification de l'\u00e9quipement, du site o\u00f9 il est utilis\u00e9, de la cat\u00e9gorie de l'\u00e9quipement<\/li>\n<li>Pour les fournisseurs (ou prestataires), il peut s'agir du nom du fabricant ou du distributeur, de l'adresse du si\u00e8ge social, du num\u00e9ro d'identification fiscale et d'autres informations similaires.<\/li>\n<\/ul>\t\t\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-d013cff e-flex e-con-boxed e-con e-parent\" data-id=\"d013cff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86b47b7 elementor-widget elementor-widget-heading\" data-id=\"86b47b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Catalogage des donn\u00e9es<\/span>\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-348f1eb e-flex e-con-boxed e-con e-parent\" data-id=\"348f1eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cce321f elementor-widget elementor-widget-text-editor\" data-id=\"cce321f\" data-element_type=\"widget\" data-e-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\t\t<p>Cela consiste principalement \u00e0 r\u00e9pertorier les pi\u00e8ces de rechange, bien que, dans le cadre d'activit\u00e9s \u00e0 grande \u00e9chelle, il soit \u00e9galement courant de r\u00e9pertorier les immobilisations et les fournisseurs.<\/p><p>Chaque organisation adopte une taxonomie sp\u00e9cifique <a href=\"https:\/\/www.verdantis.com\/mro-category-management\/\">pour la classification des donn\u00e9es MRO<\/a> et les immobilisations ; parmi les plus courantes, on peut citer <a href=\"https:\/\/www.undp.org\/unspsc\" rel=\"nofollow noopener\" target=\"_blank\">UNSPC<\/a>, NAICS, PIDEX.<\/p>\t\t\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-861dbfe e-flex e-con-boxed e-con e-parent\" data-id=\"861dbfe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56ba5be elementor-widget elementor-widget-heading\" data-id=\"56ba5be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Normalisation des donn\u00e9es<\/span>\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-91fd61a e-flex e-con-boxed e-con e-parent\" data-id=\"91fd61a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-158c46b elementor-widget elementor-widget-text-editor\" data-id=\"158c46b\" data-element_type=\"widget\" data-e-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\t\t<p>Conform\u00e9ment aux normes d\u00e9finies pr\u00e9c\u00e9demment, les enregistrements de donn\u00e9es sont structur\u00e9s et normalis\u00e9s gr\u00e2ce au traitement de volumes consid\u00e9rables de donn\u00e9es brutes, \u00e0 l'extraction des attributs cl\u00e9s, \u00e0 l'enrichissement des valeurs manquantes et \u00e0 la d\u00e9duplication de la base de donn\u00e9es afin d'\u00e9liminer les doublons potentiels de niveau 1 et 2.<\/p>\t\t\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-08a9078 e-flex e-con-boxed e-con e-parent\" data-id=\"08a9078\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc1ebaa elementor-widget elementor-widget-heading\" data-id=\"bc1ebaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Cr\u00e9ation en masse d'enregistrements de donn\u00e9es<\/span>\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-e228877 e-flex e-con-boxed e-con e-parent\" data-id=\"e228877\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54c3f4d elementor-widget elementor-widget-text-editor\" data-id=\"54c3f4d\" data-element_type=\"widget\" data-e-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\t\t<p>Dans certains cas, les entreprises doivent cr\u00e9er des fiches de donn\u00e9es en masse, soit \u00e0 partir des catalogues des fournisseurs, soit \u00e0 partir de la nomenclature MRO interne.<\/p><p>Gr\u00e2ce \u00e0 des solutions telles qu\u2019Auto-Doc AI, ces documents peuvent \u00eatre regroup\u00e9s et cr\u00e9\u00e9s en masse en quelques clics.<\/p>\t\t\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-6652ddd e-flex e-con-boxed e-con e-parent\" data-id=\"6652ddd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b1e56dd elementor-widget elementor-widget-video\" data-id=\"b1e56dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:5,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/AutoDoc-AI-Video.mp4#t=5\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\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-ee5fb24 e-flex e-con-boxed e-con e-parent\" data-id=\"ee5fb24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-824a57d elementor-widget elementor-widget-heading\" data-id=\"824a57d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"verdantis-as-a-specialist-in-mro-data-management\">Verdantis, sp\u00e9cialiste de la gestion des donn\u00e9es MRO<\/h2>\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-b35ed77 e-flex e-con-boxed e-con e-parent\" data-id=\"b35ed77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee389be elementor-widget elementor-widget-text-editor\" data-id=\"ee389be\" data-element_type=\"widget\" data-e-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\t\t<p>Verdantis est un sp\u00e9cialiste de la gestion des donn\u00e9es de r\u00e9f\u00e9rence (MRO) pour les entreprises dont les activit\u00e9s de production et de maintenance lourde font appel \u00e0 un parc d'\u00e9quipements important.<\/p><p>En misant sur les mod\u00e8les d'IA \u00ab agentique \u00bb pour l'ensemble de nos services de gestion des donn\u00e9es MRO, nous avons pu r\u00e9soudre les probl\u00e8mes majeurs li\u00e9s \u00e0 la qualit\u00e9 des donn\u00e9es auxquels sont confront\u00e9es les entreprises de taille moyenne et les grandes entreprises du monde entier.<\/p>\t\t\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-062eb75 e-flex e-con-boxed e-con e-parent\" data-id=\"062eb75\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-364e611 e-con-full form1 e-flex e-con e-child\" data-id=\"364e611\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-db2c4df e-con-full form1 e-flex e-con e-child\" data-id=\"db2c4df\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-fdd5582 e-con-full e-flex e-con e-child\" data-id=\"fdd5582\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00f0124 elementor-widget elementor-widget-heading\" data-id=\"00f0124\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Prenez rendez-vous pour une consultation avec notre sp\u00e9cialiste MRO Master<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14ec1fd elementor-widget elementor-widget-heading\" data-id=\"14ec1fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Transformez vos op\u00e9rations de maintenance<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4e3e1eb e-con-full e-flex e-con e-child\" data-id=\"4e3e1eb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10965a9 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"10965a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"25462\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"10965a9\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Essentials of MRO Data Management for Industrial Operations\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"25462\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNom\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-lg  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-Contact elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Contact\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNum\u00e9ro de t\u00e9l\u00e9phone\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[Contact]\" id=\"form-field-Contact\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Seuls les chiffres et les caract\u00e8res utilis\u00e9s dans les num\u00e9ros de t\u00e9l\u00e9phone (#, -, *, etc.) sont accept\u00e9s.\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-Company elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Company\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNom de l'entreprise\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[Company]\" id=\"form-field-Company\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tE-mail professionnel\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">PRENDRE RENDEZ-VOUS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"fr\"\/><\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-808d53b elementor-widget elementor-widget-heading\" data-id=\"808d53b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Prenez rendez-vous pour un entretien t\u00e9l\u00e9phonique sans engagement avec notre \u00e9quipe de mise en \u0153uvre afin d'aborder les d\u00e9fis li\u00e9s \u00e0 la gestion des donn\u00e9es de r\u00e9f\u00e9rence<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-f4af671 e-flex e-con-boxed e-con e-parent\" data-id=\"f4af671\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38be655 elementor-widget elementor-widget-heading\" data-id=\"38be655\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Reconnu par les leaders du secteur \u00e0 travers le monde<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5bbb83 elementor-widget elementor-widget-image-carousel\" data-id=\"d5bbb83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;4&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:100,&quot;speed&quot;:5000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;slides_to_show_tablet&quot;:&quot;4&quot;,&quot;slides_to_show_mobile&quot;:&quot;3&quot;,&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Carrousel d&#039;images\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/1.webp\" alt=\"1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/2.webp\" alt=\"2\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/3.webp\" alt=\"3\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/4-1.webp\" alt=\"4-1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/5.webp\" alt=\"5\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 sur 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/6.webp\" alt=\"6\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Les principes fondamentaux des donn\u00e9es de r\u00e9f\u00e9rence MRO et la r\u00e9solution des d\u00e9fis li\u00e9s aux donn\u00e9es MRO gr\u00e2ce aux agents IA \u2013 couvrant les pi\u00e8ces de rechange, le catalogage des donn\u00e9es, les nomenclatures d'\u00e9quipements, l'obsolescence des pi\u00e8ces et la gouvernance<\/p>","protected":false},"author":4,"featured_media":26351,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-25462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/posts\/25462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/comments?post=25462"}],"version-history":[{"count":0,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/posts\/25462\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/media\/26351"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/media?parent=25462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/categories?post=25462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/fr\/wp-json\/wp\/v2\/tags?post=25462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}