{"id":10362,"date":"2025-05-20T15:27:00","date_gmt":"2025-05-20T13:27:00","guid":{"rendered":"https:\/\/www.mews-partners.com\/?p=10362"},"modified":"2026-10-06T15:21:24","modified_gmt":"2026-10-06T13:21:24","slug":"les-grands-projets-face-a-la-complexite-comment-reduire-le-temps-de-contractualisation-grace-a-lia","status":"publish","type":"post","link":"https:\/\/www.mews-partners.com\/fr\/insights\/les-grands-projets-face-a-la-complexite-comment-reduire-le-temps-de-contractualisation-grace-a-lia\/","title":{"rendered":"[INFOGRAPHIE] Les grands projets face \u00e0 la complexit\u00e9 : Comment r\u00e9duire le temps de contractualisation gr\u00e2ce \u00e0 l\u2019IA ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"10362\" class=\"elementor elementor-10362\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85dbcf7 e-con e-atomic-element e-flexbox-base e-default-div \" data-id=\"85dbcf7\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"85dbcf7\" data-e-type=\"e-flexbox\" data-id=\"85dbcf7\">\n    \t\t\t<h2 data-interaction-id=\"aaf2eaf\" class=\"e-heading-base e-default-h2\" data-e-type=\"widget\" data-id=\"aaf2eaf\"><strong>Grands projets&nbsp;: une course contre la montre<\/strong><\/h2>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-66eb368 e-flex e-con-boxed e-con e-parent\" data-id=\"66eb368\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ae3a54 elementor-widget elementor-widget-text-editor\" data-id=\"4ae3a54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Que l\u2019on parle de centrales nucl\u00e9aires ou de complexes touristiques, de porte-avions ou encore de sous-marins, les grands projets industriels sont souvent synonymes de d\u00e9fis colossaux pour ceux qui les entreprennent. Parmi ces d\u00e9fis, la bonne tenue des d\u00e9lais pose r\u00e9guli\u00e8rement de s\u00e9rieuses difficult\u00e9s. Malgr\u00e9 les moyens consid\u00e9rables \u00e0 la disposition des grands groupes industriels, les exemples ne manquent pas pour illustrer ces retards importants et souvent lourds de cons\u00e9quences : explosion des co\u00fbts, mobilisation prolong\u00e9e et st\u00e9rile des \u00e9quipes, perte de comp\u00e9titivit\u00e9, ou encore p\u00e9nalit\u00e9s contractuelles.<\/p><p>Alors est-il devenu impossible de respecter un agenda d\u00e9fini\u00a0? De tels retards sont-ils tout simplement in\u00e9vitables ? Il faut dire que la complexit\u00e9 grandissante des processus industriels ne joue pas en faveur du respect des d\u00e9lais. Et \u00e0 l\u2019\u00e9chelle des grands projets, ce sont des milliers de facteurs qui peuvent venir perturber les op\u00e9rations : perturbations de la cha\u00eene logistique, demandes de modifications du client, \u00e9v\u00e8nements ext\u00e9rieurs impr\u00e9vus\u2026 Parmi ces \u00e9cueils, le <em>time to contract<\/em>, qui d\u00e9signe le d\u00e9lai n\u00e9cessaire pour passer de la phase de conception, ou de sourcing, \u00e0 la signature du contrat avec les fournisseurs ou partenaires, se distingue r\u00e9guli\u00e8rement comme un facteur critique dans l\u2019\u00e9mergence de retards.<\/p><p>Dans le contexte de grands projets industriels, ce d\u00e9lai peut \u00eatre tr\u00e8s long en raison de la complexit\u00e9 des n\u00e9gociations, des implications en termes de conformit\u00e9 r\u00e9glementaire et de l\u2019anticipation n\u00e9cessaire de nombreux risques \u00e0 consid\u00e9rer. Optimiser ce processus, dans toutes ses sp\u00e9cificit\u00e9s, appara\u00eet donc comme essentiel pour r\u00e9duire les retards et am\u00e9liorer la performance globale du projet.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1435840 e-con e-atomic-element e-flexbox-base e-default-div \" data-id=\"1435840\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"1435840\" data-e-type=\"e-flexbox\" data-id=\"1435840\">\n    \t\t\t<h2 data-interaction-id=\"395ed52\" class=\"e-heading-base e-default-h2\" data-e-type=\"widget\" data-id=\"395ed52\"><strong>R\u00e9duire le <em>time to contract<\/em><\/strong><\/h2>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-c0b0f23 e-flex e-con-boxed e-con e-parent\" data-id=\"c0b0f23\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8abd369 elementor-widget elementor-widget-text-editor\" data-id=\"8abd369\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8de2db1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8de2db1\" data-element_type=\"section\" data-e-type=\"section\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a46b242\" data-id=\"a46b242\" data-element_type=\"column\" data-e-type=\"column\"><div class=\"elementor-widget-wrap elementor-element-populated\"><div class=\"elementor-element elementor-element-91b2e17 elementor-widget elementor-widget-text-editor\" data-id=\"91b2e17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>Nombre de parties prenantes, multiplicit\u00e9 des exigences, des risques ou des facteurs de retards\u2026 Disons-le tout de bord, m\u00eame avec la meilleure volont\u00e9, il para\u00eet aujourd\u2019hui tout bonnement impossible d\u2019optimiser le temps de contractualisation en capitalisant sur la seule intelligence humaine. Et plus le projet est ambitieux, plus la complexit\u00e9 augmente.<\/p><\/div><\/div><\/div><\/div><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06f27a0 e-con e-atomic-element e-flexbox-base e-default-div e-90b4c12 \" data-id=\"06f27a0\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"06f27a0\" data-e-type=\"e-flexbox\" data-id=\"06f27a0\">\n    <div class=\"elementor-element elementor-element-41c6be5 e-con e-atomic-element e-flexbox-base e-default-div e-d24e6b4 \" data-id=\"41c6be5\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"41c6be5\" data-e-type=\"e-flexbox\" data-id=\"41c6be5\">\n    \t\t<div class=\"elementor-element elementor-element-40520ba elementor-widget elementor-widget-text-editor\" data-id=\"40520ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u00c9videmment, dans cet effort, la donn\u00e9e et les enseignements qu\u2019elle renferme sont cl\u00e9s. C\u2019est l\u00e0 que la technologie entre en jeu, notamment la mod\u00e9lisation et l\u2019intelligence artificielle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-84a2020 e-con e-atomic-element e-flexbox-base e-default-div e-c65bba5 \" data-id=\"84a2020\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"84a2020\" data-e-type=\"e-flexbox\" data-id=\"84a2020\">\n    \t\t\t<img fetchpriority=\"high\" decoding=\"async\" class=\"e-image-base e-default-img \" data-interaction-id=\"e9a3ab8\" data-e-type=\"widget\" data-id=\"e9a3ab8\" id=\"10366\" src=\"https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/artificial-intelligence-3382507_1280.jpg\" width=\"1280\" height=\"853\" srcset=\"https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/artificial-intelligence-3382507_1280.jpg 1280w, https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/artificial-intelligence-3382507_1280-300x200.jpg 300w, https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/artificial-intelligence-3382507_1280-1024x682.jpg 1024w, https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/artificial-intelligence-3382507_1280-768x512.jpg 768w\" alt=\"\"\/>\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-d2d350f e-flex e-con-boxed e-con e-parent\" data-id=\"d2d350f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a6c6f7 elementor-widget elementor-widget-text-editor\" data-id=\"0a6c6f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La mod\u00e9lisation permet de cr\u00e9er des repr\u00e9sentations virtuelles des processus de contractualisation, facilitant ainsi l\u2019identification des goulots d\u2019\u00e9tranglement et des opportunit\u00e9s d\u2019am\u00e9lioration. L\u2019IA, quant \u00e0 elle, peut analyser et combiner des volumes importants de donn\u00e9es pour faire \u00e9merger des <em>insights<\/em> pr\u00e9cieux.<\/p><p>En combinant ces technologies, les parties prenantes peuvent d\u00e9passer la complexit\u00e9 inh\u00e9rente \u00e0 ces processus et prendre des d\u00e9cisions plus \u00e9clair\u00e9es, plus rapidement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a18cc9 e-con e-atomic-element e-flexbox-base e-default-div \" data-id=\"9a18cc9\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"9a18cc9\" data-e-type=\"e-flexbox\" data-id=\"9a18cc9\">\n    \t\t\t<h2 data-interaction-id=\"f82324c\" class=\"e-heading-base e-default-h2\" data-e-type=\"widget\" data-id=\"f82324c\"><strong>Comment \u00e7a fonctionne ?<\/strong><\/h2>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-86face8 e-flex e-con-boxed e-con e-parent\" data-id=\"86face8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-280d010 elementor-widget elementor-widget-text-editor\" data-id=\"280d010\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tout part donc de la donn\u00e9e. La mod\u00e9lisation d\u2019un processus de passation de march\u00e9 commence par la collecte, la structuration et le traitement de toutes les donn\u00e9es historiques relatives \u00e0 la d\u00e9marche de contractualisation.<\/p><p>Cette \u00e9tape est cruciale pour comprendre le processus r\u00e9el et qualifier pr\u00e9cis\u00e9ment ce qui fonde sa performance. La conduite d\u2019ateliers avec les diff\u00e9rentes parties prenantes op\u00e9rationnelles permet ensuite de confronter ses donn\u00e9es \u00e0 la r\u00e9alit\u00e9 du terrain, assurant ainsi une mod\u00e9lisation fid\u00e8le, pertinente et ancr\u00e9e dans le r\u00e9el.<\/p><p>En confrontant toutes ces donn\u00e9es de mani\u00e8re in\u00e9dite, les mod\u00e8les d\u00e9velopp\u00e9s permettent de comprendre le processus r\u00e9el des passations de march\u00e9s et de d\u00e9velopper des indicateurs fiables, qui autorisent un suivi pr\u00e9cis de la performance. Cela permet d\u2019identifier, \u00e0 chaque \u00e9tape de la passation des contrats, toutes les d\u00e9rives qui surviennent, afin de pouvoir d\u00e9ployer les mesures correctives ad\u00e9quates de fa\u00e7on proactive, avant l\u2019impact sur les d\u00e9lais.<\/p><p>L\u2019IA apporte aussi des r\u00e9ponses concr\u00e8tes d\u00e8s les premi\u00e8res \u00e9tapes de la phase de contractualisation. Gr\u00e2ce au Machine Learning, elle peut se nourrir de cette mod\u00e9lisation pour estimer finement le niveau de performance de chaque phase d\u2019un processus de contractualisation et ainsi projeter l\u2019impact de diff\u00e9rentes actions envisag\u00e9es en fonction de leur contexte.<\/p><p>Cela donne la possibilit\u00e9 de construire des simulations fiables de diff\u00e9rents sc\u00e9narios d\u2019optimisation possibles, de projeter leurs effets sur la dur\u00e9e des phases de contractualisation et de faire finalement \u00e9merger les actions les plus pertinentes \u00e0 mettre en \u0153uvre pour r\u00e9duire le <em>time to contract<\/em>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b8cba7d e-con e-atomic-element e-flexbox-base e-default-div \" data-id=\"b8cba7d\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"b8cba7d\" data-e-type=\"e-flexbox\" data-id=\"b8cba7d\">\n    \t\t\t<h2 data-interaction-id=\"4a460d0\" class=\"e-heading-base e-default-h2\" data-e-type=\"widget\" data-id=\"4a460d0\"><strong>D\u00e9couvrez notre infographie<\/strong><\/h2>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-0621476 e-flex e-con-boxed e-con e-parent\" data-id=\"0621476\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ff6166 elementor-widget elementor-widget-text-editor\" data-id=\"2ff6166\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0015832 elementor-widget elementor-widget-text-editor\" data-id=\"0015832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>Chez l\u2019un de nos clients, cette approche a notamment permis de construire un plan d\u2019actions qui a permis de r\u00e9duire le <em>time to contract<\/em> de moiti\u00e9. Un use case \u00e0 d\u00e9couvrir en d\u00e9tail dans notre infographie d\u00e9di\u00e9e.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d7d5a0 e-flex e-con-boxed e-con e-parent\" data-id=\"1d7d5a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de75f81 elementor-widget elementor-widget-spacer\" data-id=\"de75f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c7232b e-flex e-con-boxed e-con e-parent\" data-id=\"1c7232b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1640f73 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1640f73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.mews-partners.com\/app\/uploads\/2026\/10\/infographie_time_to_contract_mai-2025-1.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'infographie<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-adafe59 e-flex e-con-boxed e-con e-parent\" data-id=\"adafe59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8717d2b elementor-widget elementor-widget-spacer\" data-id=\"8717d2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Grands projets&nbsp;: une course contre la montre Que l\u2019on parle de centrales nucl\u00e9aires ou de complexes touristiques, de porte-avions ou encore de sous-marins, les grands projets industriels sont souvent synonymes de d\u00e9fis colossaux pour ceux qui les entreprennent. Parmi ces d\u00e9fis, la bonne tenue des d\u00e9lais pose r\u00e9guli\u00e8rement de s\u00e9rieuses difficult\u00e9s. Malgr\u00e9 les moyens consid\u00e9rables [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":10364,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[114,131],"tags":[],"sector":[],"expertise":[109],"class_list":["post-10362","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-infographie"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[INFOGRAPHIE] Les grands projets face \u00e0 la complexit\u00e9 : Comment r\u00e9duire le temps de contractualisation gr\u00e2ce \u00e0 l\u2019IA ? - MEWS Partners<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mews-partners.com\/fr\/insights\/les-grands-projets-face-a-la-complexite-comment-reduire-le-temps-de-contractualisation-grace-a-lia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[INFOGRAPHIE] Les grands projets face \u00e0 la complexit\u00e9 : Comment r\u00e9duire le temps de contractualisation gr\u00e2ce \u00e0 l\u2019IA ? - MEWS Partners\" \/>\n<meta property=\"og:description\" content=\"Grands projets&nbsp;: une course contre la montre Que l\u2019on parle de centrales nucl\u00e9aires ou de complexes touristiques, de porte-avions ou encore de sous-marins, les grands projets industriels sont souvent synonymes de d\u00e9fis colossaux pour ceux qui les entreprennent. Parmi ces d\u00e9fis, la bonne tenue des d\u00e9lais pose r\u00e9guli\u00e8rement de s\u00e9rieuses difficult\u00e9s. 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