{"id":6193,"date":"2026-01-29T09:03:45","date_gmt":"2026-01-29T14:03:45","guid":{"rendered":"https:\/\/www.kuriosit.ca\/?p=6193"},"modified":"2026-04-21T09:14:39","modified_gmt":"2026-04-21T13:14:39","slug":"sme-manufacturing-when-smart-factory-and-ia-theory-to-reality","status":"publish","type":"post","link":"https:\/\/www.kuriosit.ca\/en\/pme-manufacturieres-quand-usine-intelligente-et-ia-theorie-a-realite\/","title":{"rendered":"Manufacturing SMEs: when the smart factory and AI move from theory to reality"},"content":{"rendered":"<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6193_5e9dc8-1f{margin-bottom:var(--global-kb-spacing-xl, 4rem);}.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap{column-gap:50px;row-gap:var(--global-kb-gap-none, 0rem );max-width:900px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 2fr) minmax(0, 1fr) minmax(0, 1fr);}.kb-row-layout-id6193_5e9dc8-1f{border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;overflow:clip;isolation:isolate;}.kb-row-layout-id6193_5e9dc8-1f > .kt-row-layout-overlay{border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}.kb-row-layout-id6193_5e9dc8-1f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap{padding-top:var(--global-kb-spacing-xl, 4rem);padding-bottom:var(--global-kb-spacing-xl, 4rem);grid-template-columns:minmax(0, 2fr) minmax(0, 1fr) minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 767px){.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap{row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-lg, 3rem);padding-bottom:var(--global-kb-spacing-lg, 3rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6193_5e9dc8-1f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}<\/style><section class=\"kb-row-layout-wrap kb-row-layout-id6193_5e9dc8-1f alignfull has-theme-palette3-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-left-half kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6193_a4aa66-6d > .kt-inside-inner-col,.kadence-column6193_a4aa66-6d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6193_a4aa66-6d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6193_a4aa66-6d > .kt-inside-inner-col{flex-direction:column;}.kadence-column6193_a4aa66-6d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6193_a4aa66-6d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6193_a4aa66-6d{position:relative;}@media all and (max-width: 1024px){.kadence-column6193_a4aa66-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6193_a4aa66-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6193_a4aa66-6d\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36, .wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36[data-kb-block=\"kb-adv-heading6193_9d5c51-36\"]{font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36[data-kb-block=\"kb-adv-heading6193_9d5c51-36\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36[data-kb-block=\"kb-adv-heading6193_9d5c51-36\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36, .wp-block-kadence-advancedheading.kt-adv-heading6193_9d5c51-36[data-kb-block=\"kb-adv-heading6193_9d5c51-36\"]{text-align:center!important;}}<\/style>\n<h2 class=\"kt-adv-heading6193_9d5c51-36 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading6193_9d5c51-36\">une collaboration de kuriosIT et Baseline<\/h2>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-6193_fc591c-a5 .kt-block-spacer{height:20px;}.wp-block-kadence-spacer.kt-block-spacer-6193_fc591c-a5 .kt-divider{border-top-width:1px;height:1px;border-top-color:var(--global-palette1, #3182CE);width:25%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-6193_fc591c-a5\"><div class=\"kt-block-spacer kt-block-spacer-halign-left kt-block-spacer-malign-center\"><hr class=\"kt-divider\"\/><\/div><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54, .wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54[data-kb-block=\"kb-adv-heading6193_3cd791-54\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54[data-kb-block=\"kb-adv-heading6193_3cd791-54\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54[data-kb-block=\"kb-adv-heading6193_3cd791-54\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54, .wp-block-kadence-advancedheading.kt-adv-heading6193_3cd791-54[data-kb-block=\"kb-adv-heading6193_3cd791-54\"]{text-align:center!important;}}<\/style>\n<div class=\"kt-adv-heading6193_3cd791-54 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading6193_3cd791-54\">KuriosIT et Baseline unissent leurs expertises pour offrir une perspective \u00e9clair\u00e9e sur la transformation num\u00e9rique dans le secteur manufacturier.<\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{display:flex;}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col,.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column6193_b9fd1b-12{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6193_b9fd1b-12{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column6193_b9fd1b-12{align-self:flex-start;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column6193_b9fd1b-12{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_b9fd1b-12 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;align-items:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6193_b9fd1b-12\"><div class=\"kt-inside-inner-col\"><style>.kb-image6193_c80b63-99 .kb-image-has-overlay:after{opacity:0.3;}@media all and (max-width: 767px){.kb-image6193_c80b63-99.kb-image-is-ratio-size, .kb-image6193_c80b63-99 .kb-image-is-ratio-size{max-width:150px;width:100%;}.kb-image6193_c80b63-99{max-width:150px;}}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6193_c80b63-99 size-full image-is-svg\"><img decoding=\"async\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2023\/08\/KuriosIT-logo-Copy-KuriosIT-logo@3x.svg\" alt=\"logo Kuriosit\" class=\"kb-img wp-image-678\" title=\"\"><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column6193_994331-ca > .kt-inside-inner-col{display:flex;}.kadence-column6193_994331-ca > .kt-inside-inner-col,.kadence-column6193_994331-ca > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6193_994331-ca > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_994331-ca > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column6193_994331-ca{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_994331-ca > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6193_994331-ca{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column6193_994331-ca{align-self:flex-start;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column6193_994331-ca{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6193_994331-ca > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;align-items:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6193_994331-ca kb-section-has-link\"><div class=\"kt-inside-inner-col\"><style>.kb-image6193_5294b0-b4 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6193_5294b0-b4 size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"288\" height=\"67\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/10\/Logo-baseline-blanc.png\" alt=\"\" class=\"kb-img wp-image-6099\" title=\"\" srcset=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/10\/Logo-baseline-blanc.png 288w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/10\/Logo-baseline-blanc-18x4.png 18w\" sizes=\"auto, (max-width: 288px) 100vw, 288px\" \/><\/figure>\n<\/div><a href=\"https:\/\/baseline.quebec\/\" class=\"kb-section-link-overlay\" aria-label=\"Baseline\" target=\"_blank\" rel=\"noopener\"><\/a><\/div>\n\n<\/div><\/section>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84, .wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84[data-kb-block=\"kb-adv-heading6193_eb6dde-84\"]{margin-bottom:var(--global-kb-spacing-sm, 1.5rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;letter-spacing:4px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84[data-kb-block=\"kb-adv-heading6193_eb6dde-84\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_eb6dde-84[data-kb-block=\"kb-adv-heading6193_eb6dde-84\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6193_eb6dde-84 wp-block-kadence-advancedheading has-theme-palette-4-color has-text-color\" data-kb-block=\"kb-adv-heading6193_eb6dde-84\"><strong>Partie <\/strong>2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dans notre blogue pr\u00e9c\u00e9dent, \u00ab <a href=\"https:\/\/www.kuriosit.ca\/pme-manufacturieres-usine-intelligente-et-ia-un-duo-gagnant\/\">PME manufacturi\u00e8res : usine intelligente et IA, un duo gagnant<\/a> \u00bb, nous avons \u00e9tabli que la fiabilisation des donn\u00e9es est la fondation essentielle pour toute initiative d&rsquo;intelligence artificielle. En effet, les syst\u00e8mes doivent se \u00ab parler \u00bb pour transformer les donn\u00e9es brutes en intelligence strat\u00e9gique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans cet article de blogue, nous passons \u00e0 l&rsquo;\u00e9tape suivante. Nous abordons les trois cas d\u2019usage concrets suivants inspir\u00e9s de nos r\u00e9alisations :<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"#architecture-donnees-ot\" data-type=\"internal\" data-id=\"#architecture-donnees-ot\">Architecture de donn\u00e9es OT : la fondation des projets d\u2019IA manufacturiers<\/a><\/li>\n\n\n\n<li><a href=\"#allocation-dynamique\" data-type=\"internal\" data-id=\"#allocation-dynamique\">Allocation dynamique de la production de tapis et des op\u00e9rateurs<\/a><\/li>\n\n\n\n<li><a href=\"#assistance-soumissions\" data-type=\"internal\" data-id=\"#assistance-soumissions\">Assistance aux soumissions client<\/a><\/li>\n<\/ol>\n\n\n<style>.kb-image6193_47d51c-b0 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}.kb-image6193_47d51c-b0 img.kb-img, .kb-image6193_47d51c-b0 .kb-img img{border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6193_47d51c-b0\" id=\"architecture-donnees-ot\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"250\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_OT.jpg\" class=\"kb-img wp-image-6214\" alt=\"\" title=\"\" srcset=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_OT.jpg 800w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_OT-768x240.jpg 768w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_OT-18x6.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71, .wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71[data-kb-block=\"kb-adv-heading6193_fc967d-71\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71[data-kb-block=\"kb-adv-heading6193_fc967d-71\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_fc967d-71[data-kb-block=\"kb-adv-heading6193_fc967d-71\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6193_fc967d-71 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6193_fc967d-71\"><strong><strong><strong>Architecture de donn\u00e9es OT : la fondation des projets d\u2019IA manufacturiers<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dans de nombreuses usines, les projets d\u2019IA \u00e9chouent non pas \u00e0 cause des mod\u00e8les ou des algorithmes, mais parce que les donn\u00e9es PLC, SCADA, MES, et autres syst\u00e8mes ne sont pas structur\u00e9es correctement. Sans une base de fondation OT, l\u2019IA ne peut pas transformer ces donn\u00e9es en d\u00e9cisions fiables et actionnables.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71, .wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71[data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71[data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71[data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71[data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_5e2b9d-71[data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_5e2b9d-71 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_5e2b9d-71\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-kb-custom-5948 kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kb-adv-text-inner\">D\u00e9fi : Des donn\u00e9es difficiles \u00e0 exploiter<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Dans la majorit\u00e9 des usines, les donn\u00e9es du plancher proviennent d\u2019un empilement de syst\u00e8mes (ex. PLC, HMI, SCADA, MES, syst\u00e8mes qualit\u00e9, GMAO) install\u00e9s \u00e0 diff\u00e9rentes \u00e9poques. Ces syst\u00e8mes fonctionnent, mais ils n\u2019ont jamais \u00e9t\u00e9 con\u00e7us pour alimenter de l\u2019analytique avanc\u00e9e ou des mod\u00e8les d\u2019IA. Le r\u00e9sultat : on accumule beaucoup de donn\u00e9es, mais tr\u00e8s peu sont r\u00e9ellement exploitables.<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_67eacd-11:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_67eacd-11 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_67eacd-11 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_67eacd-11 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_67eacd-11 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_67eacd-11 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_34ac2e-4e .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_34ac2e-4e\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Donn\u00e9es dispers\u00e9es<\/strong> : Les informations sont r\u00e9parties dans plusieurs syst\u00e8mes sans mod\u00e8le de donn\u00e9es commun.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_fe5639-14 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_fe5639-14\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Nommage non standardis\u00e9<\/strong> : Chaque fournisseur ou int\u00e9grateur utilise ses propres conventions de tags.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_53b201-36 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_53b201-36\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Manque de contexte : <\/strong>Les donn\u00e9es sont rarement li\u00e9es aux \u00e9quipements, produits, lots, recettes ou quarts de travail.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_3349ce-e4 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_3349ce-e4\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Historisation inad\u00e9quate :<\/strong> Les donn\u00e9es sont soit absentes, soit conserv\u00e9es \u00e0 une granularit\u00e9 inadapt\u00e9e aux analyses avanc\u00e9es.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_ea345d-d3 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_ea345d-d3\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Rupture OT\u2013TI : <\/strong>Il est difficile de relier les donn\u00e9es de production aux syst\u00e8mes d\u2019affaires comme l\u2019ERP, la qualit\u00e9 ou l\u2019inventaire.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7, .wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7[data-kb-block=\"kb-adv-heading6193_5ae486-c7\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7[data-kb-block=\"kb-adv-heading6193_5ae486-c7\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7[data-kb-block=\"kb-adv-heading6193_5ae486-c7\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7[data-kb-block=\"kb-adv-heading6193_5ae486-c7\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_5ae486-c7[data-kb-block=\"kb-adv-heading6193_5ae486-c7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_5ae486-c7 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_5ae486-c7\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_checkCircle kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Solution : Cr\u00e9er une architecture OT fiable et coh\u00e9rente<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Pour rendre les donn\u00e9es du plancher exploitables par l\u2019IA, il faut d\u2019abord cr\u00e9er une architecture OT structur\u00e9e et coh\u00e9rente. L\u2019objectif est de centraliser, standardiser et contextualiser les donn\u00e9es d\u00e8s leur source pour qu\u2019elles puissent alimenter des analyses avanc\u00e9es et des mod\u00e8les pr\u00e9dictifs.<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_9d05d8-e3:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_9d05d8-e3 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_9d05d8-e3 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_9d05d8-e3 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_9d05d8-e3 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_9d05d8-e3 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_bdfbf7-84 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_bdfbf7-84\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Centralisation des donn\u00e9es :<\/strong> Rassembler les donn\u00e9es provenant de PLC, SCADA, MES et autres syst\u00e8mes dans une plateforme unique.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_a61715-c7 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_a61715-c7\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Standardisation des tags :<\/strong> Harmoniser les conventions de nommage et les unit\u00e9s pour faciliter la comparaison de l\u2019information.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_3874cf-c2 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_3874cf-c2\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Contextualisation :<\/strong> Ajouter des informations sur l\u2019\u00e9quipement, le produit, le lot, la recette ou le quart de travail pour enrichir les analyses.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_56b4f5-4c .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_56b4f5-4c\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Historisation adapt\u00e9e :<\/strong> Conserver les donn\u00e9es avec la granularit\u00e9 n\u00e9cessaire aux diff\u00e9rents types d\u2019analyses et aux mod\u00e8les d\u2019IA.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_276019-8c .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_276019-8c\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Int\u00e9gration OT\u2013TI :<\/strong> Relier progressivement les donn\u00e9es de production aux syst\u00e8mes ERP, qualit\u00e9 et maintenance pour obtenir une vue compl\u00e8te et coh\u00e9rente.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a, .wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a[data-kb-block=\"kb-adv-heading6193_ca366b-3a\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a[data-kb-block=\"kb-adv-heading6193_ca366b-3a\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a[data-kb-block=\"kb-adv-heading6193_ca366b-3a\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a[data-kb-block=\"kb-adv-heading6193_ca366b-3a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_ca366b-3a[data-kb-block=\"kb-adv-heading6193_ca366b-3a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_ca366b-3a wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_ca366b-3a\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_trendingUp kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">B\u00e9n\u00e9fice : Exploiter l\u2019IA industrielle en toute confiance avec des donn\u00e9es organis\u00e9es<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Une fois la fondation OT en place, l\u2019IA produit davantage de la valeur. Les mod\u00e8les exploitent des donn\u00e9es fiables, coh\u00e9rentes et contextualis\u00e9es, ce qui facilite la prise de d\u00e9cision et le d\u00e9ploiement \u00e0 l\u2019\u00e9chelle de l\u2019usine.<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_02f0e8-4f:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_02f0e8-4f ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_02f0e8-4f ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_02f0e8-4f ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_02f0e8-4f ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_02f0e8-4f kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_69e085-81 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_69e085-81\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Analyses plus fiables :<\/strong> Les mod\u00e8les et rapports reposent sur des donn\u00e9es coh\u00e9rentes et reproductibles.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_7e20a9-50 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_7e20a9-50\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Gain de temps : <\/strong>Moins de temps pass\u00e9 \u00e0 nettoyer ou corriger les donn\u00e9es pour les rendre exploitables.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_d8a663-4c .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_d8a663-4c\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Confiance des \u00e9quipes :<\/strong> Les op\u00e9rateurs, gestionnaires et ing\u00e9nieurs peuvent se fier aux recommandations g\u00e9n\u00e9r\u00e9es.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_df54e3-5b .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_df54e3-5b\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>D\u00e9ploiement \u00e0 l\u2019\u00e9chelle : <\/strong>Les mod\u00e8les de fondation peuvent \u00eatre appliqu\u00e9s \u00e0 plusieurs lignes ou usines.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_781340-83 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_781340-83\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Retour sur investissement :<\/strong> Les projets d\u2019IA livrent de la valeur plus rapidement et de mani\u00e8re mesurable.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.kb-image6193_4d945c-87 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}.kb-image6193_4d945c-87 img.kb-img, .kb-image6193_4d945c-87 .kb-img img{border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6193_4d945c-87\" id=\"allocation-dynamique\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"250\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Production.jpg\" class=\"kb-img wp-image-6215\" alt=\"\" title=\"\" srcset=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Production.jpg 800w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Production-768x240.jpg 768w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Production-18x6.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15, .wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15[data-kb-block=\"kb-adv-heading6193_5eed33-15\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15[data-kb-block=\"kb-adv-heading6193_5eed33-15\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_5eed33-15[data-kb-block=\"kb-adv-heading6193_5eed33-15\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6193_5eed33-15 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6193_5eed33-15\"><strong><strong><strong>Allocation dynamique de la production de tapis et des op\u00e9rateurs<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ce cas d&rsquo;usage illustre comment l&rsquo;IA r\u00e9sout le casse-t\u00eate de la planification et de l\u2019ordonnancement de la production de tapis, en optimisant l&rsquo;utilisation des \u00e9quipements et de la main-d&rsquo;\u0153uvre.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97, .wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97[data-kb-block=\"kb-adv-heading6193_c9da17-97\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97[data-kb-block=\"kb-adv-heading6193_c9da17-97\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97[data-kb-block=\"kb-adv-heading6193_c9da17-97\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97[data-kb-block=\"kb-adv-heading6193_c9da17-97\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_c9da17-97[data-kb-block=\"kb-adv-heading6193_c9da17-97\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_c9da17-97 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_c9da17-97\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-kb-custom-5948 kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kb-adv-text-inner\">D\u00e9fi : Goulots d&rsquo;\u00e9tranglement et co\u00fbts de changement de setups<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">La fabrication de tapis implique un flux s\u00e9quentiel complexe (Extrusion \u2192 Touffetage \u2192 Four \u2192 Finition) souvent r\u00e9parti entre plusieurs unit\u00e9s de production distinctes. Ce d\u00e9fi est exacerb\u00e9 par des facteurs tangibles et des contraintes qui paralysent la planification manuelle :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_86bd1a-66:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_86bd1a-66 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_86bd1a-66 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_86bd1a-66 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_86bd1a-66 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_86bd1a-66 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_bee553-ed .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_bee553-ed\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Complexit\u00e9 du flux et taille du probl\u00e8me :<\/strong> Le flux de production est complexe et comporte de multiples contraintes. Avec des combinaisons infinies de calendriers de production possible, le planificateur peine \u00e0 satisfaire toutes les contraintes et \u00e0 optimiser la production.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_643655-cb .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_643655-cb\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Goulot critique (le four) :<\/strong> Le four constitue le principal goulot d&rsquo;\u00e9tranglement, n\u00e9cessitant des temps de configuration longs pour passer d&rsquo;un type de produit \u00e0 un autre.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_14b083-4f .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_14b083-4f\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Temps de setups extr\u00eamement co\u00fbteux (le touffetage) :<\/strong> L&rsquo;\u00e9tape de touffetage exige un changement de bobines fastidieux qui rend la minimisation des temps de setups critique pour la rentabilit\u00e9.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_acb514-5b .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_acb514-5b\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Micro-gestion des ressources :<\/strong> L&rsquo;allocation statique des op\u00e9rateurs entre les postes de finition manuelle et les cellules automatis\u00e9es occasionnent de l\u2019inefficacit\u00e9 et des pertes de temps.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_ed5c36-f9 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_ed5c36-f9\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Logiciels inadapt\u00e9s :<\/strong> Les logiciels de planification et d\u2019ordonnancement classiques (ERP\/MES\/APS) tentent souvent de r\u00e9soudre toutes les variantes des probl\u00e8mes de planification et d\u2019ordonnancement. Contrairement \u00e0 la croyance populaire, cela les rend inadapt\u00e9s aux probl\u00e9matiques industrielles r\u00e9elles.<\/span><\/li>\n<\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;affectation statique et la planification manuelle sont inad\u00e9quates pour g\u00e9rer ces interd\u00e9pendances complexes.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77, .wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77[data-kb-block=\"kb-adv-heading6193_7753de-77\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77[data-kb-block=\"kb-adv-heading6193_7753de-77\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77[data-kb-block=\"kb-adv-heading6193_7753de-77\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77[data-kb-block=\"kb-adv-heading6193_7753de-77\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_7753de-77[data-kb-block=\"kb-adv-heading6193_7753de-77\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_7753de-77 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_7753de-77\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_checkCircle kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Solution : L\u2019IA au c\u0153ur de l&rsquo;ordonnancement<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;IA aborde ce d\u00e9fi en construisant une vision globale et en utilisant une approche sur mesure int\u00e9grant plusieurs techniques d\u2019optimisation combinatoire (ex. : programmation par contraintes, recherche \u00e0 voisinage large) pour trouver la s\u00e9quence de production optimale :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_973561-a9:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_973561-a9 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_973561-a9 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_973561-a9 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_973561-a9 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_973561-a9 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_368049-79 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_368049-79\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Orchestration globale : <\/strong>L&rsquo;IA explore intelligemment des combinaisons qui minimisent le temps de production total et de setups. Elle favorise les campagnes (plusieurs tapis de m\u00eame type) de Touffetage afin de diminuer les temps de setups qui n&rsquo;ajoutent pas de valeur au proc\u00e9d\u00e9.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_3da0a7-79 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_3da0a7-79\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Garantie de faisabilit\u00e9 :<\/strong> L\u2019IA garantit une solution valide qui respecte le flux de production et toutes les contraintes op\u00e9rationnelles, tout en minimisant les temps de setup.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_7174f8-89 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_7174f8-89\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Allocation dynamique et donn\u00e9es temps r\u00e9el : <\/strong>Le syst\u00e8me int\u00e8gre les donn\u00e9es industrielles en temps r\u00e9el pour g\u00e9n\u00e9rer un plan continu qui optimise l&rsquo;utilisation des \u00e9quipements et des t\u00e2ches des op\u00e9rateurs (ex. : basculement entre d\u00e9coupe manuelle et finition automatis\u00e9e).<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_7423d8-82 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_7423d8-82\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Approche cibl\u00e9e :<\/strong> L\u2019objectif est d\u2019utiliser l\u2019IA pour r\u00e9soudre des probl\u00e8mes complexes et cibl\u00e9s, pour ensuite combiner les solutions ensemble. Par exemple, un horaire de production optimis\u00e9 permet de grandement faciliter l\u2019assignation des op\u00e9rateurs sur les diff\u00e9rentes machines et d\u2019optimiser la gestion des horaires.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b, .wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b[data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b[data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b[data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b[data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_eaaedf-6b[data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_eaaedf-6b wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_eaaedf-6b\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_trendingUp kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">B\u00e9n\u00e9fice : R\u00e9duction des co\u00fbts cach\u00e9s et augmentation du d\u00e9bit<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Cette approche permet de devenir plus agile, un avantage d\u00e9cisif :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_1f253b-21:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_1f253b-21 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_1f253b-21 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_1f253b-21 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_1f253b-21 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_1f253b-21 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_be8e24-76 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_be8e24-76\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Approche sur mesure :<\/strong> Contrairement aux APS g\u00e9n\u00e9riques, cette solution est pr\u00e9cis\u00e9ment adapt\u00e9e \u00e0 la probl\u00e9matique industrielle r\u00e9elle et aux contraintes sp\u00e9cifiques de la fabrication de tapis. Elle g\u00e9n\u00e8re des gains largement sup\u00e9rieurs.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_8d5b22-81 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_8d5b22-81\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Maximisation de la capacit\u00e9 : <\/strong>Augmentation significative du d\u00e9bit de production en maximisant le temps d&rsquo;op\u00e9ration du Four (goulot critique) et en r\u00e9duisant les temps d&rsquo;arr\u00eat non productifs.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_35b1b7-df .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_35b1b7-df\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>R\u00e9duction des co\u00fbts de changement : <\/strong>Diminution significative des co\u00fbts d\u2019op\u00e9ration en minimisant les setups longs et co\u00fbteux, se traduisant directement par une meilleure marge.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_ba6212-c1 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_ba6212-c1\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Gestion du personnel efficace : <\/strong>Facilitation majeur de l\u2019assignation, la gestion des horaires et la gestion des effectifs via une meilleure pr\u00e9visibilit\u00e9 de la production.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_24321d-f4 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_24321d-f4\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Agilit\u00e9 face aux impr\u00e9vus : <\/strong>L&rsquo;IA g\u00e9n\u00e8re et adapte l&rsquo;horaire complexe en quelques minutes, permettant de r\u00e9agir \u00e0 de nouvelles commandes ou aux pannes impr\u00e9vues.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.kb-image6193_b40172-37 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}.kb-image6193_b40172-37 img.kb-img, .kb-image6193_b40172-37 .kb-img img{border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6193_b40172-37\" id=\"assistance-soumissions\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"250\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Assistance.jpg\" class=\"kb-img wp-image-6213\" alt=\"\" title=\"\" srcset=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Assistance.jpg 800w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Assistance-768x240.jpg 768w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2026\/01\/Usine-intelligente-et-IA_Assistance-18x6.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3, .wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3[data-kb-block=\"kb-adv-heading6193_29fc29-b3\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3[data-kb-block=\"kb-adv-heading6193_29fc29-b3\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_29fc29-b3[data-kb-block=\"kb-adv-heading6193_29fc29-b3\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6193_29fc29-b3 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6193_29fc29-b3\"><strong><strong><strong><strong>Assistance aux soumissions client<\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9, .wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9[data-kb-block=\"kb-adv-heading6193_d34632-a9\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9[data-kb-block=\"kb-adv-heading6193_d34632-a9\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9[data-kb-block=\"kb-adv-heading6193_d34632-a9\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9[data-kb-block=\"kb-adv-heading6193_d34632-a9\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_d34632-a9[data-kb-block=\"kb-adv-heading6193_d34632-a9\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_d34632-a9 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_d34632-a9\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-kb-custom-5948 kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kb-adv-text-inner\">D\u00e9fi<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Pour les PME manufacturi\u00e8res, l&rsquo;\u00e9laboration d&rsquo;une soumission client est un processus long, complexe et minutieux. Chaque demande impose des exigences techniques pr\u00e9cises, des sp\u00e9cifications de mat\u00e9riaux, et l&rsquo;analyse de dessins vari\u00e9s (ex. : AutoCAD, PDF). Ce processus est confront\u00e9 \u00e0 plusieurs obstacles majeurs :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_cb3032-b8:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_cb3032-b8 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_cb3032-b8 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_cb3032-b8 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_cb3032-b8 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_cb3032-b8 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_e8a925-9b .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_e8a925-9b\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Recherche manuelle intensive et fragmentation de l&rsquo;information : <\/strong>La collecte des informations n\u00e9cessaires (soumissions historiques, manuels de r\u00e9f\u00e9rence) est extr\u00eamement fragment\u00e9e. Cela n\u00e9cessite l&rsquo;examen manuel de dizaines, voire de centaines de documents, consommant un temps pr\u00e9cieux.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_9845f1-35 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_9845f1-35\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>D\u00e9pendance \u00e0 l&rsquo;expertise humaine critique : <\/strong>L&rsquo;interpr\u00e9tation correcte des exigences, l&rsquo;\u00e9valuation des risques et la r\u00e9daction d&rsquo;un devis pr\u00e9cis exigent une expertise consid\u00e9rable. Cette d\u00e9pendance rend le processus vuln\u00e9rable.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_b26495-a4 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_b26495-a4\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-5948 kt-svg-icon-list-single\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><g ><path d=\"m276 130.003c0-11.046-8.954-20-20-20s-20 8.954-20 20v55.362c0 11.046 8.954 20 20 20s20-8.954 20-20z\"\/><path d=\"m275.13 259c-2.411-7.85-9.542-13.57-17.75-14.139-8.367-.58-16.387 4.312-19.722 11.999-3.325 7.663-1.422 16.834 4.671 22.545 6.12 5.736 15.521 7.037 22.947 3.111 8.408-4.445 12.598-14.393 9.854-23.516z\"\/><path d=\"m387.239 54.05c-34.637-34.495-80.755-53.689-129.858-54.045-49.729-.351-96.726 18.841-132.211 54.07-34.977 34.724-54.239 80.605-54.238 129.193 0 29.063 7.049 58.002 20.384 83.689 12.882 24.812 31.668 46.75 54.326 63.44 11.275 8.305 18.007 21.56 18.007 35.455v43.64c0 39.137 30.604 71.261 69.139 73.695v8.813c0 11.046 8.954 20 20 20s20-8.954 20-20v-8.664h1.721c40.718 0 73.844-33.126 73.844-73.844v-43.637c0-12.851 5.628-25.032 15.439-33.421 8.396-7.177 9.384-19.802 2.206-28.198s-19.802-9.385-28.198-2.206c-15.882 13.577-26.016 32.387-28.719 52.782h-106.173c-3.012-22.401-15.077-43.019-33.544-56.621-37.135-27.354-58.433-69.241-58.433-114.923 0-37.849 15.064-73.649 42.42-100.807 27.863-27.662 64.745-42.77 103.738-42.458 79.391.576 143.979 64.843 143.979 143.263 0 16.37-2.768 32.415-8.226 47.69-3.717 10.401 1.703 21.847 12.104 25.563 10.401 3.715 21.848-1.703 25.563-12.105 7.006-19.606 10.558-40.18 10.558-61.149.001-48.753-19.116-94.644-53.828-129.215zm-78.888 340.762v14.68c0 18.662-15.183 33.844-33.844 33.844h-37.016c-18.661 0-33.844-15.182-33.844-33.844v-14.68z\"\/><\/g><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><g \/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Perte de connaissances strat\u00e9giques : <\/strong>Avec le d\u00e9part d&#8217;employ\u00e9s cl\u00e9s, l&rsquo;expertise et les donn\u00e9es critiques sur les projets pass\u00e9s sont souvent perdues. Cette fuite de connaissances affecte la pr\u00e9cision des estimations futures et la capacit\u00e9 \u00e0 r\u00e9pliquer des succ\u00e8s pass\u00e9s.<\/span><\/li>\n<\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Ces d\u00e9fis combin\u00e9s ralentissent le cycle de vente de mani\u00e8re significative et limitent le volume de soumissions que l&rsquo;\u00e9quipe peut g\u00e9rer, freinant ainsi la croissance.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6, .wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6[data-kb-block=\"kb-adv-heading6193_26d98e-e6\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6[data-kb-block=\"kb-adv-heading6193_26d98e-e6\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6[data-kb-block=\"kb-adv-heading6193_26d98e-e6\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6[data-kb-block=\"kb-adv-heading6193_26d98e-e6\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_26d98e-e6[data-kb-block=\"kb-adv-heading6193_26d98e-e6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_26d98e-e6 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_26d98e-e6\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_checkCircle kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Solution : L&rsquo;intelligence artificielle RAG<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;IA, et notamment les approches RAG, transforme ce processus en exploitant le patrimoine documentaire de l&rsquo;entreprise. Concr\u00e8tement, elle vise:<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_116ae5-36:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_116ae5-36 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_116ae5-36 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_116ae5-36 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_116ae5-36 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_116ae5-36 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_9f658a-2a .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_9f658a-2a\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Un acc\u00e8s universel aux donn\u00e9es :<\/strong> Le syst\u00e8me RAG identifie et structure rapidement les soumissions historiques, les projets rentables et les documents techniques, quel que soit leur format d\u2019origine (ex. : PDF, JPEG).<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_c0a41e-ee .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_c0a41e-ee\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_checkCircle kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Des recommandations cibl\u00e9es : <\/strong>L&rsquo;IA utilise ensuite ces \u00e9l\u00e9ments pour g\u00e9n\u00e9rer automatiquement une \u00e9bauche d\u00e9taill\u00e9e de soumission et r\u00e9aliser une analyse de rentabilit\u00e9 pr\u00e9visionnelle.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0, .wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0[data-kb-block=\"kb-adv-heading6193_9b4635-c0\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0[data-kb-block=\"kb-adv-heading6193_9b4635-c0\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0[data-kb-block=\"kb-adv-heading6193_9b4635-c0\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0[data-kb-block=\"kb-adv-heading6193_9b4635-c0\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_9b4635-c0[data-kb-block=\"kb-adv-heading6193_9b4635-c0\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h3 class=\"kt-adv-heading6193_9b4635-c0 wp-block-kadence-advancedheading kt-adv-heading-has-icon\" data-kb-block=\"kb-adv-heading6193_9b4635-c0\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_trendingUp kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">B\u00e9n\u00e9fice<\/span><\/h3>\n\n\n<p class=\"wp-block-paragraph\">Le principal avantage est une acc\u00e9l\u00e9ration drastique de la g\u00e9n\u00e9ration des soumissions et de la recherche manuelle de documents. Cette approche permet \u00e9galement de :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_baf523-64:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_baf523-64 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_baf523-64 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6193_baf523-64 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6193_baf523-64 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items6193_baf523-64 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6193_77d5a4-52 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_77d5a4-52\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">R\u00e9duire le temps de pr\u00e9paration et r\u00e9pondre \u00e0 un plus grand volume de demandes.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_e2b5d6-40 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_e2b5d6-40\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Am\u00e9liorer la pr\u00e9cision des estimations en se basant sur des donn\u00e9es exhaustives.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_65cb44-71 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_65cb44-71\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Standardiser le format et la qualit\u00e9 des soumissions.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_fb2dd9-94 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_fb2dd9-94\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Augmenter le taux d\u2019obtention de mandat et maximiser le ciblage des offres pertinentes.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6193_b00e26-f6 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-6193_b00e26-f6\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_trendingUp kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"23 6 13.5 15.5 8.5 10.5 1 18\"\/><polyline points=\"17 6 23 6 23 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Exploiter vos projets ant\u00e9rieurs et assurer le maintien des connaissances.<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62, .wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62[data-kb-block=\"kb-adv-heading6193_6045a9-62\"]{margin-top:var(--global-kb-spacing-lg, 3rem);font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62[data-kb-block=\"kb-adv-heading6193_6045a9-62\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_6045a9-62[data-kb-block=\"kb-adv-heading6193_6045a9-62\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6193_6045a9-62 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6193_6045a9-62\"><strong><strong><strong><strong><strong>Deux expertises compl\u00e9mentaires pour une m\u00eame vision<\/strong><\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10, .wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10[data-kb-block=\"kb-adv-heading6193_9c0d1d-10\"]{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);margin-bottom:0px;text-align:center;font-style:normal;text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);border-top-left-radius:35px;border-top-right-radius:35px;border-bottom-right-radius:35px;border-bottom-left-radius:35px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10[data-kb-block=\"kb-adv-heading6193_9c0d1d-10\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10[data-kb-block=\"kb-adv-heading6193_9c0d1d-10\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10, .wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10[data-kb-block=\"kb-adv-heading6193_9c0d1d-10\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10, .wp-block-kadence-advancedheading.kt-adv-heading6193_9c0d1d-10[data-kb-block=\"kb-adv-heading6193_9c0d1d-10\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}}<\/style>\n<div class=\"kt-adv-heading6193_9c0d1d-10 wp-block-kadence-advancedheading has-theme-palette-2-background-color has-background\" data-kb-block=\"kb-adv-heading6193_9c0d1d-10\">KuriosIT et Baseline, c\u2019est une alliance naturelle pour les PMEs manufacturi\u00e8res du Qu\u00e9bec qui souhaitent concr\u00e9tiser leur virage num\u00e9rique. Ensemble, nous formons un duo qui couvre l\u2019ensemble de la cha\u00eene de valeur : de la collecte et la structuration des donn\u00e9es, jusqu\u2019\u00e0 l\u2019exploitation intelligente des donn\u00e9es \u00e0 travers des solutions d\u2019IA concr\u00e8tes. Notre approche est responsable, it\u00e9rative et centr\u00e9e sur les objectifs d\u2019affaires et la r\u00e9alit\u00e9 des PMEs. On b\u00e2tit ensemble, \u00e0 votre rythme, sans promesse floue, pour vous apporter des r\u00e9sultats tangibles.<\/div>\n\n\n<style>.wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb, .site .entry-content .wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb, .wp-block-kadence-advancedbtn.kb-btns6193_5901e9-eb, .site .entry-content .wp-block-kadence-advancedbtn.kb-btns6193_5901e9-eb{margin-top:var(--global-kb-spacing-xl, 4rem);}.wp-block-kadence-advancedbtn.kb-btns6193_5901e9-eb{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6193_5901e9-eb .kt-button{font-weight:normal;font-style:normal;}.kt-btns6193_5901e9-eb .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6193_5901e9-eb .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6193_5901e9-eb\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button{color:var(--global-palette1, #3182CE);background:var(--global-palette3, #1A202C);border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid var(--global-palette3, #1A202C);}.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:focus{color:var(--global-palette3, #1A202C);background:var(--global-palette1, #3182CE);border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}@media all and (max-width: 1024px){.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button{border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid var(--global-palette3, #1A202C);}}@media all and (max-width: 1024px){.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:focus{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}}@media all and (max-width: 767px){.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button{border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid var(--global-palette3, #1A202C);}.wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6193_4d51d9-1e.kb-button:focus{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}}<\/style><a class=\"kb-button kt-button button kb-btn6193_4d51d9-1e kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-inherit kt-btn-has-text-true kt-btn-has-svg-false wp-block-button__link wp-block-kadence-singlebtn\" href=\"https:\/\/www.kuriosit.ca\/\"><span class=\"kt-btn-inner-text\">D\u00e9couvrez KuriosIT<\/span><\/a>\n\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button{color:var(--global-palette1, #3182CE);background:var(--global-palette3, #1A202C);border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid var(--global-palette3, #1A202C);}.wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button:focus{color:var(--global-palette3, #1A202C);background:var(--global-palette1, #3182CE);border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}@media all and (max-width: 1024px){.wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button{border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid var(--global-palette3, #1A202C);}}@media all and (max-width: 1024px){.wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button:focus{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}}@media all and (max-width: 767px){.wp-block-kadence-advancedbtn .kb-btn6193_cb39b8-81.kb-button{border-top:0px solid var(--global-palette3, #1A202C);border-right:0px solid var(--global-palette3, #1A202C);border-bottom:0px solid var(--global-palette3, #1A202C);border-left:0px solid 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