{"id":6040,"date":"2025-10-01T08:16:38","date_gmt":"2025-10-01T12:16:38","guid":{"rendered":"https:\/\/www.kuriosit.ca\/?p=6040"},"modified":"2026-04-21T09:14:47","modified_gmt":"2026-04-21T13:14:47","slug":"sme-manufacturers-smart-factory-and-ia-a-winning-duo","status":"publish","type":"post","link":"https:\/\/www.kuriosit.ca\/en\/pme-manufacturieres-usine-intelligente-et-ia-un-duo-gagnant\/","title":{"rendered":"Manufacturing SMEs: smart factory and AI, a winning duo"},"content":{"rendered":"<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6040_017460-2c{margin-bottom:var(--global-kb-spacing-xl, 4rem);}.kb-row-layout-id6040_017460-2c > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6040_017460-2c > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6040_017460-2c > .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-id6040_017460-2c{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-id6040_017460-2c > .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-id6040_017460-2c > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6040_017460-2c > .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-id6040_017460-2c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 767px){.kb-row-layout-id6040_017460-2c > .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-id6040_017460-2c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}<\/style><section class=\"kb-row-layout-wrap kb-row-layout-id6040_017460-2c 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-column6040_9cb017-2b > .kt-inside-inner-col,.kadence-column6040_9cb017-2b > .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-column6040_9cb017-2b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6040_9cb017-2b > .kt-inside-inner-col{flex-direction:column;}.kadence-column6040_9cb017-2b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6040_9cb017-2b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6040_9cb017-2b{position:relative;}@media all and (max-width: 1024px){.kadence-column6040_9cb017-2b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6040_9cb017-2b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6040_9cb017-2b\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf, .wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf[data-kb-block=\"kb-adv-heading6040_365eb2-bf\"]{font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf[data-kb-block=\"kb-adv-heading6040_365eb2-bf\"] 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-heading6040_365eb2-bf img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf[data-kb-block=\"kb-adv-heading6040_365eb2-bf\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf, .wp-block-kadence-advancedheading.kt-adv-heading6040_365eb2-bf[data-kb-block=\"kb-adv-heading6040_365eb2-bf\"]{text-align:center!important;}}<\/style>\n<h2 class=\"kt-adv-heading6040_365eb2-bf wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading6040_365eb2-bf\">une collaboration de kuriosIT et Baseline<\/h2>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-6040_d0c145-e0 .kt-block-spacer{height:20px;}.wp-block-kadence-spacer.kt-block-spacer-6040_d0c145-e0 .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-6040_d0c145-e0\"><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-heading6040_9d4990-de, .wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de[data-kb-block=\"kb-adv-heading6040_9d4990-de\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de[data-kb-block=\"kb-adv-heading6040_9d4990-de\"] 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-heading6040_9d4990-de img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de[data-kb-block=\"kb-adv-heading6040_9d4990-de\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de, .wp-block-kadence-advancedheading.kt-adv-heading6040_9d4990-de[data-kb-block=\"kb-adv-heading6040_9d4990-de\"]{text-align:center!important;}}<\/style>\n<div class=\"kt-adv-heading6040_9d4990-de wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading6040_9d4990-de\">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-column6040_880b65-48 > .kt-inside-inner-col{display:flex;}.kadence-column6040_880b65-48 > .kt-inside-inner-col,.kadence-column6040_880b65-48 > .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-column6040_880b65-48 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_880b65-48 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column6040_880b65-48{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_880b65-48{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_880b65-48 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6040_880b65-48{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column6040_880b65-48{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-column6040_880b65-48{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column6040_880b65-48{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_880b65-48{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_880b65-48 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;align-items:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6040_880b65-48\"><div class=\"kt-inside-inner-col\"><style>.kb-image6040_3c9800-51 .kb-image-has-overlay:after{opacity:0.3;}@media all and (max-width: 767px){.kb-image6040_3c9800-51.kb-image-is-ratio-size, .kb-image6040_3c9800-51 .kb-image-is-ratio-size{max-width:150px;width:100%;}.kb-image6040_3c9800-51{max-width:150px;}}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6040_3c9800-51 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-column6040_5f9d44-6a > .kt-inside-inner-col{display:flex;}.kadence-column6040_5f9d44-6a > .kt-inside-inner-col,.kadence-column6040_5f9d44-6a > .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-column6040_5f9d44-6a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_5f9d44-6a > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column6040_5f9d44-6a{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_5f9d44-6a{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_5f9d44-6a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6040_5f9d44-6a{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column6040_5f9d44-6a{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-column6040_5f9d44-6a{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column6040_5f9d44-6a{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_5f9d44-6a{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column6040_5f9d44-6a > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;align-items:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6040_5f9d44-6a kb-section-has-link\"><div class=\"kt-inside-inner-col\"><style>.kb-image6040_5a531e-b6 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image6040_5a531e-b6 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-heading6040_096dc7-b2, .wp-block-kadence-advancedheading.kt-adv-heading6040_096dc7-b2[data-kb-block=\"kb-adv-heading6040_096dc7-b2\"]{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-heading6040_096dc7-b2 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_096dc7-b2[data-kb-block=\"kb-adv-heading6040_096dc7-b2\"] 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-heading6040_096dc7-b2 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_096dc7-b2[data-kb-block=\"kb-adv-heading6040_096dc7-b2\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6040_096dc7-b2 wp-block-kadence-advancedheading has-theme-palette-4-color has-text-color\" data-kb-block=\"kb-adv-heading6040_096dc7-b2\"><strong>Partie 1<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Face \u00e0 la concurrence mondiale, l\u2019incertitude \u00e9conomique des r\u00e9cents droits de douane et les exigences croissantes de productivit\u00e9, la transformation num\u00e9rique et l\u2019intelligence artificielle (IA) deviennent une n\u00e9cessit\u00e9 absolue. Pourtant, pour de nombreuses entreprises manufacturi\u00e8res, le chemin semble parsem\u00e9 d&#8217;emb\u00fbches : par o\u00f9 commencer quand les donn\u00e9es sont inexistantes, seulement sur papier, fragment\u00e9es, inaccessibles ou en silos ? Comment les transformer en un v\u00e9ritable levier de croissance ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans cette s\u00e9rie de deux articles, nous vous pr\u00e9sentons d\u2019abord les bases de l&rsquo;usine intelligente et de l\u2019IA dans le secteur manufacturier. Le second article, qui suivra prochainement, sera consacr\u00e9 \u00e0 des cas d\u2019usage concrets, illustrant l\u2019int\u00e9r\u00eat d\u2019avoir des donn\u00e9es disponibles, fiables et bien structur\u00e9es.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6040_0462dc-9f, .wp-block-kadence-advancedheading.kt-adv-heading6040_0462dc-9f[data-kb-block=\"kb-adv-heading6040_0462dc-9f\"]{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-heading6040_0462dc-9f mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_0462dc-9f[data-kb-block=\"kb-adv-heading6040_0462dc-9f\"] 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-heading6040_0462dc-9f img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_0462dc-9f[data-kb-block=\"kb-adv-heading6040_0462dc-9f\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading6040_0462dc-9f wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6040_0462dc-9f\"><strong><strong>L\u2019usine intelligente : fondation de l\u2019intelligence artificielle<\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dans une usine moderne, les donn\u00e9es proviennent de multiples sources de donn\u00e9es : ERP, GMAO, MES, capteurs IoT, automates, machines, outils, etc. Chacune de ces sources d\u00e9tient une partie de l\u2019histoire op\u00e9rationnelle, mais elles sont malheureusement et souvent cloisonn\u00e9es, rendant l\u2019analyse globale difficile.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA, quant \u00e0 elle, doit \u00eatre nourrie par des donn\u00e9es pour bien fonctionner et d\u00e9cupler ses capacit\u00e9s. &nbsp;En cons\u00e9quence, avant de pouvoir tirer des b\u00e9n\u00e9fices concrets de cette technologie, il faut d\u2019abord s\u2019assurer que les syst\u00e8mes informatiques en place soient relativement solides.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u2019est pr\u00e9cis\u00e9ment l\u00e0 que le concept d\u2019usine intelligente prend tout son sens. Une usine intelligente est un environnement de production automatis\u00e9 et connect\u00e9, o\u00f9 les machines, les capteurs et les syst\u00e8mes informatiques collaborent en temps r\u00e9el pour optimiser la performance, la qualit\u00e9 et la flexibilit\u00e9 des op\u00e9rations. \u00c0 haut niveau, l\u2019usine intelligente permet de passer d\u2019une vision fragment\u00e9e \u00e0 une intelligence op\u00e9rationnelle int\u00e9gr\u00e9e avec des syst\u00e8mes \u00ab qui se parlent \u00bb enfin. Elle vise \u00e0 atteindre cet objectif de trois fa\u00e7ons :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_d5753a-66:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_d5753a-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-items6040_d5753a-66 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_d5753a-66 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6040_d5753a-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-items6040_d5753a-66 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6040_321c9e-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-6040_321c9e-f4\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRightCircle 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\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><polyline points=\"12 16 16 12 12 8\"\/><line x1=\"8\" y1=\"12\" x2=\"16\" y2=\"12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Centraliser les donn\u00e9es en temps r\u00e9el ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_ec2f97-8d .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-6040_ec2f97-8d\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRightCircle 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\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><polyline points=\"12 16 16 12 12 8\"\/><line x1=\"8\" y1=\"12\" x2=\"16\" y2=\"12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Mettre ces donn\u00e9es en contexte (ex. : relier une alarme machine \u00e0 une \u00e9tape de production ou \u00e0 une intervention de maintenance) ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_a9b231-24 .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-6040_a9b231-24\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRightCircle 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\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><polyline points=\"12 16 16 12 12 8\"\/><line x1=\"8\" y1=\"12\" x2=\"16\" y2=\"12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Et archiver les donn\u00e9es de mani\u00e8re structur\u00e9e.<\/span><\/li>\n<\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Concr\u00e8tement, pour b\u00e2tir des fondations solides, il est recommand\u00e9 d\u2019implanter, progressivement et selon les priorit\u00e9s, les principes suivants :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_7082cf-15:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_7082cf-15 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-items6040_7082cf-15 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_7082cf-15 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6040_7082cf-15 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-items6040_7082cf-15 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6040_a83a61-5c .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-6040_a83a61-5c\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_radio 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\"><circle cx=\"12\" cy=\"12\" r=\"2\"\/><path d=\"M16.24 7.76a6 6 0 0 1 0 8.49m-8.48-.01a6 6 0 0 1 0-8.49m11.31-2.82a10 10 0 0 1 0 14.14m-14.14 0a10 10 0 0 1 0-14.14\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">La collecte des donn\u00e9es plancher gr\u00e2ce \u00e0 l\u2019acquisition automatis\u00e9e par des automates (PLC), des capteurs, des syst\u00e8mes de vision, etc. Les donn\u00e9es doivent \u00eatre recueillies directement \u00e0 la source afin d\u2019\u00e9viter les erreurs de saisie et les pertes d\u2019informations ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_485085-9c .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-6040_485085-9c\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_activity 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=\"22 12 18 12 15 21 9 3 6 12 2 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">L\u2019analyse en temps r\u00e9el, pour d\u00e9tecter les \u00e9carts, ajuster les param\u00e8tres de production et d\u00e9clencher des alertes. Il est ainsi important d\u2019\u00e9liminer les syst\u00e8mes en silos et remplacer les chiffriers Excel, qui limitent l\u2019exploitation \u00e0 grande \u00e9chelle des donn\u00e9es ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_4ca485-56 .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-6040_4ca485-56\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_settings 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\"><circle cx=\"12\" cy=\"12\" r=\"3\"\/><path d=\"M19.4 15a1.65 1.65 0 0 0 .33 1.82l.06.06a2 2 0 0 1 0 2.83 2 2 0 0 1-2.83 0l-.06-.06a1.65 1.65 0 0 0-1.82-.33 1.65 1.65 0 0 0-1 1.51V21a2 2 0 0 1-2 2 2 2 0 0 1-2-2v-.09A1.65 1.65 0 0 0 9 19.4a1.65 1.65 0 0 0-1.82.33l-.06.06a2 2 0 0 1-2.83 0 2 2 0 0 1 0-2.83l.06-.06a1.65 1.65 0 0 0 .33-1.82 1.65 1.65 0 0 0-1.51-1H3a2 2 0 0 1-2-2 2 2 0 0 1 2-2h.09A1.65 1.65 0 0 0 4.6 9a1.65 1.65 0 0 0-.33-1.82l-.06-.06a2 2 0 0 1 0-2.83 2 2 0 0 1 2.83 0l.06.06a1.65 1.65 0 0 0 1.82.33H9a1.65 1.65 0 0 0 1-1.51V3a2 2 0 0 1 2-2 2 2 0 0 1 2 2v.09a1.65 1.65 0 0 0 1 1.51 1.65 1.65 0 0 0 1.82-.33l.06-.06a2 2 0 0 1 2.83 0 2 2 0 0 1 0 2.83l-.06.06a1.65 1.65 0 0 0-.33 1.82V9a1.65 1.65 0 0 0 1.51 1H21a2 2 0 0 1 2 2 2 2 0 0 1-2 2h-.09a1.65 1.65 0 0 0-1.51 1z\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">La collecte et la standardisation des donn\u00e9es m\u00e9tiers \u00e0 l\u2019aide des syst\u00e8mes sp\u00e9cialis\u00e9s tels que l\u2019ERP (<em>Enterprise Resource Planning<\/em>), le GMAO (Gestion de la Maintenance Assist\u00e9e par Ordinateur) et le MES (<em>Manufacturing Execution System)<\/em> ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_0d83a3-08 .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-6040_0d83a3-08\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_database 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\"><ellipse cx=\"12\" cy=\"5\" rx=\"9\" ry=\"3\"\/><path d=\"M21 12c0 1.66-4 3-9 3s-9-1.34-9-3\"\/><path d=\"M3 5v14c0 1.66 4 3 9 3s9-1.34 9-3V5\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">L\u2019historisation coh\u00e9rente des donn\u00e9es, essentielle pour la tra\u00e7abilit\u00e9, l\u2019am\u00e9lioration continue et la qualit\u00e9.<\/span><\/li>\n<\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Ces fondations ouvrent la voie \u00e0 des solutions plus avanc\u00e9es, notamment celles bas\u00e9es sur l\u2019IA. Il n\u2019est pas n\u00e9cessaire de tout implanter d\u2019un coup, mais il est primordial de ne pas b\u00e2tir sur des bases fragiles.<\/p>\n\n\n<style>.kb-image6040_63b28a-5c .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-image6040_63b28a-5c img.kb-img, .kb-image6040_63b28a-5c .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-image6040_63b28a-5c size-full kb-image-is-ratio-size\"><div class=\"kb-is-ratio-image kb-image-ratio-land169\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"667\" src=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/09\/Usine-en-fonction.jpg\" alt=\"\" class=\"kb-img wp-image-6082\" title=\"\" srcset=\"https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/09\/Usine-en-fonction.jpg 1000w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/09\/Usine-en-fonction-768x512.jpg 768w, https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/09\/Usine-en-fonction-18x12.jpg 18w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/div><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6040_97f8ce-2e, .wp-block-kadence-advancedheading.kt-adv-heading6040_97f8ce-2e[data-kb-block=\"kb-adv-heading6040_97f8ce-2e\"]{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-heading6040_97f8ce-2e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_97f8ce-2e[data-kb-block=\"kb-adv-heading6040_97f8ce-2e\"] 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-heading6040_97f8ce-2e img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_97f8ce-2e[data-kb-block=\"kb-adv-heading6040_97f8ce-2e\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading6040_97f8ce-2e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6040_97f8ce-2e\"><strong><strong><strong>L\u2019intelligence artificielle&nbsp;: la donn\u00e9e comme mati\u00e8re premi\u00e8re<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Si l\u2019intelligence artificielle conna\u00eet un essor aussi fulgurant, c\u2019est notamment gr\u00e2ce aux avanc\u00e9es de l\u2019apprentissage automatique, une technique qui permet aux syst\u00e8mes d\u2019apprendre directement \u00e0 partir de donn\u00e9es. C\u2019est pourquoi la donn\u00e9e n\u2019est pas qu\u2019un simple \u00e9l\u00e9ment technique : elle est un pilier central de toute initiative en IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour bien exploiter la donn\u00e9e, voici quelques principes directeurs \u00e0 garder en t\u00eate :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_c21d0f-24:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_c21d0f-24 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-items6040_c21d0f-24 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_c21d0f-24 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6040_c21d0f-24 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-items6040_c21d0f-24 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6040_45a262-9b .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-6040_45a262-9b\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_award 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\"><circle cx=\"12\" cy=\"8\" r=\"7\"\/><polyline points=\"8.21 13.89 7 23 12 20 17 23 15.79 13.88\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>La qualit\u00e9 des donn\u00e9es est tr\u00e8s importante. <\/strong><br>C&rsquo;est un principe non n\u00e9gociable : si vos donn\u00e9es sont de mauvaise qualit\u00e9, incompl\u00e8tes ou erron\u00e9es, les conclusions de l\u2019IA le seront tout autant. La confiance que vous pouvez accorder \u00e0 un syst\u00e8me intelligent d\u00e9pend directement de la fiabilit\u00e9 de ses sources d\u2019information. L\u2019int\u00e9gration d\u2019une solution d\u2019usine intelligente contribue \u00e0 fiabiliser cette donn\u00e9e d\u00e8s sa source, en automatisant la collecte et en r\u00e9duisant les manipulations manuelles.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_d64189-bb .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-6040_d64189-bb\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_refreshCcw 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=\"1 4 1 10 7 10\"\/><polyline points=\"23 20 23 14 17 14\"\/><path d=\"M20.49 9A9 9 0 0 0 5.64 5.64L1 10m22 4l-4.64 4.36A9 9 0 0 1 3.51 15\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Commencez petit, de mani\u00e8re cibl\u00e9e et it\u00e9r\u00e9e<\/strong>. <br>Il n\u2019est pas n\u00e9cessaire de pr\u00e9voir une refonte compl\u00e8te et co\u00fbteuse de vos syst\u00e8mes informatiques pour d\u00e9marrer. L&rsquo;approche gagnante est de commencer petit et de construire progressivement. Chaque solution d&rsquo;IA est con\u00e7ue pour une t\u00e2che pr\u00e9cise et utilise donc un ensemble de donn\u00e9es qui lui est propre. Par exemple, un outil de g\u00e9n\u00e9ration de soumissions pourrait s\u2019appuyer sur les soumissions historiques et des dessins techniques alors qu\u2019une solution de planification de production utiliserait plut\u00f4t les commandes courantes, les dates d\u2019\u00e9ch\u00e9ances et les temps de configuration des \u00e9quipements. \u00c0 terme, rien n&#8217;emp\u00eache ces solutions sp\u00e9cifiques de se nourrir mutuellement, cr\u00e9ant ainsi un \u00e9cosyst\u00e8me d&rsquo;IA plus riche et plus performant.<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_5dad5c-19 .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-6040_5dad5c-19\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_target 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\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><circle cx=\"12\" cy=\"12\" r=\"6\"\/><circle cx=\"12\" cy=\"12\" r=\"2\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\"><strong>Adaptez la collecte de donn\u00e9es au besoin r\u00e9el.<\/strong> <br>Certains projets d\u2019IA sont tr\u00e8s \u00e9nergivores en nombre et en vari\u00e9t\u00e9 de donn\u00e9es alors que d\u2019autres sont plus cibl\u00e9s. L&rsquo;anticipation de la demande future de produits, par exemple, peut requ\u00e9rir des donn\u00e9es de diverses sources telles que les commandes historiques, les donn\u00e9es de distance et transport et des indicateurs \u00e9conomiques. \u00c0 l&rsquo;inverse, la d\u00e9tection pr\u00e9coce d&rsquo;anomalies sur un \u00e9quipement peut se contenter d&rsquo;un flux de donn\u00e9es plus restreint et tr\u00e8s sp\u00e9cifique (ex. vibrations, \u00e9missions sonores) provenant de capteurs en temps r\u00e9el. Il est ainsi important de se poser la question : qu\u2019est-ce qui est important pour mon projet d\u2019IA ?<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_cb34a2-1e .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-6040_cb34a2-1e\"><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>Utilisez la donn\u00e9e pour mesurer vos progr\u00e8s.<\/strong> <br>Un aspect souvent sous-estim\u00e9 de la donn\u00e9e est sa capacit\u00e9 \u00e0 \u00e9tablir un point de r\u00e9f\u00e9rence. Au-del\u00e0 de nourrir un algorithme, elle est essentielle pour \u00e9valuer vos performances actuelles et quantifier vos gains. Par exemple, un taux de rejet de pi\u00e8ces mesur\u00e9 avant et apr\u00e8s l&rsquo;implantation d&rsquo;une IA de contr\u00f4le qualit\u00e9 est parfait pour illustrer comment suivre concr\u00e8tement l&rsquo;impact de la solution.<\/span><\/li>\n<\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">En conclusion, la cl\u00e9 du succ\u00e8s r\u00e9side dans le choix de projets d&rsquo;IA cibl\u00e9s et \u00e0 grande valeur ajout\u00e9e. L\u2019investissement initial pour rendre vos donn\u00e9es accessibles et exploitables est le chantier pr\u00e9paratoire qui m\u00e8trera la base pour vos r\u00e9ussites futures.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6040_c472ad-c7, .wp-block-kadence-advancedheading.kt-adv-heading6040_c472ad-c7[data-kb-block=\"kb-adv-heading6040_c472ad-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-heading6040_c472ad-c7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_c472ad-c7[data-kb-block=\"kb-adv-heading6040_c472ad-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-heading6040_c472ad-c7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_c472ad-c7[data-kb-block=\"kb-adv-heading6040_c472ad-c7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading6040_c472ad-c7 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6040_c472ad-c7\"><strong><strong><strong>Une combinaison gagnante<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Maintenant que nous avons fait le point sur les concepts d\u2019usine intelligente, sur l\u2019importance de structurer les donn\u00e9es \u00e0 la source et sur le r\u00f4le de l\u2019IA dans leur valorisation, comment cette combinaison peut se traduire en b\u00e9n\u00e9fices pour les PME manufacturi\u00e8res ? Voici quelques exemples concrets :<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_8fe7a0-ff:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_8fe7a0-ff 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-items6040_8fe7a0-ff ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items6040_8fe7a0-ff ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items6040_8fe7a0-ff 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-items6040_8fe7a0-ff kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-6040_6c22ac-45 .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-6040_6c22ac-45\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_stopCircle 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\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><rect x=\"9\" y=\"9\" width=\"6\" height=\"6\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Pr\u00e9dire les pannes d\u2019\u00e9quipement avant qu\u2019elles ne surviennent pour \u00e9viter les arr\u00eats co\u00fbteux et non-planifi\u00e9s ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_98f5c8-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-6040_98f5c8-ee\"><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\">Planifier et ordonnancer les op\u00e9rations de mani\u00e8re optimale, en r\u00e9duisant les temps morts et en maximisant la productivit\u00e9 ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_276b5a-30 .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-6040_276b5a-30\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_filter 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\"><polygon points=\"22 3 2 3 10 12.46 10 19 14 21 14 12.46 22 3\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Synth\u00e9tiser les donn\u00e9es provenant de syst\u00e8mes disparates (ex. ERP, CRM) pour obtenir une vue d\u2019ensemble coh\u00e9rente et exploitable ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_1089e1-8f .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-6040_1089e1-8f\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_award 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\"><circle cx=\"12\" cy=\"8\" r=\"7\"\/><polyline points=\"8.21 13.89 7 23 12 20 17 23 15.79 13.88\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Am\u00e9liorer le contr\u00f4le qualit\u00e9 gr\u00e2ce \u00e0 la d\u00e9tection visuelle de d\u00e9fauts en temps r\u00e9el ;<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-6040_ffb448-dd .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-6040_ffb448-dd\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_zap 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\"><polygon points=\"13 2 3 14 12 14 11 22 21 10 12 10 13 2\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Optimiser les strat\u00e9gies commerciales avec des recommandations bas\u00e9es sur l\u2019analyse dynamique des donn\u00e9es (ex. : tarification intelligente).<\/span><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66, .wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66[data-kb-block=\"kb-adv-heading6040_8cbbf2-66\"]{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-heading6040_8cbbf2-66 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66[data-kb-block=\"kb-adv-heading6040_8cbbf2-66\"] 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-heading6040_8cbbf2-66 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66[data-kb-block=\"kb-adv-heading6040_8cbbf2-66\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66, .wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66[data-kb-block=\"kb-adv-heading6040_8cbbf2-66\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66, .wp-block-kadence-advancedheading.kt-adv-heading6040_8cbbf2-66[data-kb-block=\"kb-adv-heading6040_8cbbf2-66\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}}<\/style>\n<div class=\"kt-adv-heading6040_8cbbf2-66 wp-block-kadence-advancedheading has-theme-palette-2-background-color has-background\" data-kb-block=\"kb-adv-heading6040_8cbbf2-66\">En conclusion, l\u2019usine intelligente et l\u2019IA forment un duo compl\u00e9mentaire : l\u2019un permet de capter et structurer les donn\u00e9es en temps r\u00e9el, tandis que l\u2019autre transforme cette mati\u00e8re premi\u00e8re en intelligence strat\u00e9gique. Cette compl\u00e9mentarit\u00e9 permet de g\u00e9n\u00e9rer des gains d\u2019efficacit\u00e9 et de productivit\u00e9 qui vous permettront de vous d\u00e9marquer de la comp\u00e9tition.<\/div>\n\n\n<style>.wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43, .site .entry-content .wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43, .wp-block-kadence-advancedbtn.kb-btns6040_40c2db-43, .site .entry-content .wp-block-kadence-advancedbtn.kb-btns6040_40c2db-43{margin-top:var(--global-kb-spacing-xl, 4rem);}.wp-block-kadence-advancedbtn.kb-btns6040_40c2db-43{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6040_40c2db-43 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6040_40c2db-43 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6040_40c2db-43 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6040_40c2db-43\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6040_5d5153-b6.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6040_5d5153-b6.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-btn6040_5d5153-b6.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_5d5153-b6.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-btn6040_5d5153-b6.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-btn6040_5d5153-b6.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_5d5153-b6.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-btn6040_5d5153-b6.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-btn6040_5d5153-b6.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_5d5153-b6.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-btn6040_5d5153-b6 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-btn6040_65fdf5-71.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6040_65fdf5-71.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-btn6040_65fdf5-71.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_65fdf5-71.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-btn6040_65fdf5-71.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-btn6040_65fdf5-71.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_65fdf5-71.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-btn6040_65fdf5-71.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-btn6040_65fdf5-71.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn6040_65fdf5-71.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-btn6040_65fdf5-71 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:\/\/baseline.quebec\/\" target=\"_blank\" rel=\"noopener\"><span class=\"kt-btn-inner-text\">D\u00e9couvrez Baseline<\/span><\/a><\/div>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-6040_c55be4-3c .kt-block-spacer{height:60px;}.wp-block-kadence-spacer.kt-block-spacer-6040_c55be4-3c .kt-divider{border-top-width:1px;height:1px;border-top-color:#eee;width:100%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-6040_c55be4-3c\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><hr class=\"kt-divider\"\/><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Restez \u00e0 l\u2019aff\u00fbt ! <\/strong>Un deuxi\u00e8me article de blogue suivra sous peu, consacr\u00e9 \u00e0 des cas d\u2019usage concrets illustrant la valeur ajout\u00e9e de l\u2019usine intelligente combin\u00e9e \u00e0 l\u2019intelligence artificielle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>a collaboration of kuriosIT and Baseline KuriosIT and Baseline combine their expertise to offer an informed perspective on digital transformation in the manufacturing sector. Part 1 Faced with global competition, the economic uncertainty of recent tariffs and increasing productivity demands, digital transformation and artificial intelligence (AI) are becoming a necessity...<\/p>","protected":false},"author":38,"featured_media":6072,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[47,63],"tags":[],"class_list":["post-6040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-usine-intelligente","category-intelligence-artificielle"],"acf":[],"taxonomy_info":{"category":[{"value":47,"label":"Usine intelligente"},{"value":63,"label":"Intelligence artificielle"}]},"featured_image_src_large":["https:\/\/www.kuriosit.ca\/wp-content\/uploads\/2025\/09\/Lusine-intelligente-et-lIA.png",1536,1089,false],"author_info":{"display_name":"Evelyne Proulx","author_link":"https:\/\/www.kuriosit.ca\/en\/author\/eproulx\/"},"comment_info":0,"category_info":[{"term_id":47,"name":"Usine intelligente","slug":"usine-intelligente","term_group":0,"term_taxonomy_id":47,"taxonomy":"category","description":"","parent":0,"count":4,"filter":"raw","cat_ID":47,"category_count":4,"category_description":"","cat_name":"Usine intelligente","category_nicename":"usine-intelligente","category_parent":0},{"term_id":63,"name":"Intelligence artificielle","slug":"intelligence-artificielle","term_group":0,"term_taxonomy_id":63,"taxonomy":"category","description":"","parent":0,"count":7,"filter":"raw","cat_ID":63,"category_count":7,"category_description":"","cat_name":"Intelligence artificielle","category_nicename":"intelligence-artificielle","category_parent":0}],"tag_info":false,"_links":{"self":[{"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/posts\/6040","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/comments?post=6040"}],"version-history":[{"count":50,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/posts\/6040\/revisions"}],"predecessor-version":[{"id":6101,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/posts\/6040\/revisions\/6101"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/media\/6072"}],"wp:attachment":[{"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/media?parent=6040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/categories?post=6040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kuriosit.ca\/en\/wp-json\/wp\/v2\/tags?post=6040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}