{"id":85977,"date":"2024-07-02T08:27:03","date_gmt":"2024-07-02T08:27:03","guid":{"rendered":"https:\/\/expleo.com\/global\/en\/?post_type=case-studies&#038;p=85977"},"modified":"2025-05-28T12:54:19","modified_gmt":"2025-05-28T12:54:19","slug":"reduce-design-simulation-testing","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/en\/case-studies\/reduce-design-simulation-testing\/","title":{"rendered":"Dramatically reducing simulation testing time for an aerospace manufacturer."},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"85977\" class=\"elementor elementor-85977\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a04d12 gg-simple-text gg-container-small gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a04d12\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-08d2aef\" data-id=\"08d2aef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f0d15c gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"9f0d15c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Who is the client? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c1651a elementor-widget elementor-widget-text-editor\" data-id=\"3c1651a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW48217946 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW48217946 BCX8\">One of the world\u2019s largest <\/span><span class=\"NormalTextRun SCXW48217946 BCX8\">aerospace <\/span><span class=\"NormalTextRun SCXW48217946 BCX8\">manufacturers.\u00a0<\/span><\/span><span class=\"EOP SCXW48217946 BCX8\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c58519 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"6c58519\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What was the problem? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11cb248 elementor-widget elementor-widget-text-editor\" data-id=\"11cb248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"none\">Today&#8217;s aircraft require the cabin to be pressurised and the temperature to be controlled by onboard environment control systems. Aerospace manufacturers use simulations to test these systems, but the emergence of <\/span><span data-contrast=\"none\">new propulsion technologies (such as electric and hydrogen) <\/span><span data-contrast=\"none\">have made these simulations increasingly complex and time-intensive to run.<\/span><\/p><p><span data-contrast=\"none\">That was certainly the case for our client.<\/span><\/p><p><span data-contrast=\"none\">To gain the necessary insights for each aircraft, their simulations needed to analyse between 10\u201315 physical parameters. They wanted a new model that relied on significantly fewer parameters while delivering the same predictive accuracy.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa3793a gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"aa3793a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What was the Expleo solution? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93b5325 elementor-widget elementor-widget-text-editor\" data-id=\"93b5325\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"none\">We began with a data study of our client\u2019s existing simulation. From there, we combined our data with a machine learning algorithm which allowed us to identify a smaller set of parameters that could be used for testing.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">This gave us the foundation to build a new physical surrogate model. This model <\/span><strong>only needs to analyse three physical parameters \u2014 rather than the previous 10\u201315.<\/strong> <span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b71a1d1 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"b71a1d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How did that help? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c664cbc elementor-widget elementor-widget-text-editor\" data-id=\"c664cbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW75277974 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW75277974 BCX8\">Our new <\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">physical surrogate model<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> has <\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">replaced the <\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">previous<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> simulation<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">. <\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">And<\/span> <span class=\"NormalTextRun SCXW75277974 BCX8\">the results have been dramatic. Our client can gain<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> the same level of insights<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> on<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> cabin pressure and<\/span><span class=\"NormalTextRun SCXW75277974 BCX8\"> temperature, <\/span><span class=\"NormalTextRun SCXW75277974 BCX8\">but faster.<\/span><\/span><span class=\"EOP SCXW75277974 BCX8\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-558fb44 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"558fb44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What were the results ? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0660372 elementor-widget elementor-widget-text-editor\" data-id=\"0660372\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul style=\"font-weight: 400;\"><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Our client is benefiting from a huge simulation timesaving.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">The new physical surrogate model delivers 95% accuracy \u2014 matching the testing precision of the previous simulation. <\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">This same methodology can be re-used to conduct simulations on several other aeronautical related systems.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5024d20 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"5024d20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Could it work for me? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccc9eb3 elementor-widget elementor-widget-text-editor\" data-id=\"ccc9eb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW152769211 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW152769211 BCX8\">Yes, o<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">ur approach can <\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">help<\/span> <span class=\"NormalTextRun SCXW152769211 BCX8\">improve<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> simulation<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> testing<\/span> <span class=\"NormalTextRun SCXW152769211 BCX8\">for<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> an<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">y<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> industrial <\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">manufacturer<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">.<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> By analysing your current <\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">digital environment, we can <\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">develop new models<\/span> <span class=\"NormalTextRun SCXW152769211 BCX8\">that reduce <\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">testing time and<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\"> complex<\/span><span class=\"NormalTextRun SCXW152769211 BCX8\">ity.<\/span><\/span><span class=\"EOP SCXW152769211 BCX8\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-74374908 white-color-quote gg-quote-break gg-quote-break-v1 gg-container-tiny-ptb-96 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74374908\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" quote-pattern-variant-white=\"\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27510cda gg-quote-break__image\" data-id=\"27510cda\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f70f1e8 elementor-blockquote--skin-quotation elementor-blockquote--align-left gg-font-v23  elementor-widget elementor-widget-blockquote\" data-id=\"4f70f1e8\" data-element_type=\"widget\" data-e-type=\"widget\" quote-pattern-variant-grey=\"\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tIn the aerospace sector, manufacturers often have to run complex simulations that place a huge strain on time and resources. Using machine learning algorithms, we can develop more efficient models that deliver the same insights and predictive accuracy while drastically cutting testing time.\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Anthony Laffond, Data Technical Leader, Expleo<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d023bfc gg-scroll-to-section gg-container-small gg-expleo-form gg-contact-us-form elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d023bfc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e1b17bb\" data-id=\"e1b17bb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d2d7b5c elementor-widget elementor-widget-spacer\" data-id=\"d2d7b5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41e2f4e elementor-widget elementor-widget-gravity-advanced-cta\" data-id=\"41e2f4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"gravity-advanced-cta.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-advanced-cta\">\r\n          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data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:&quot;3&quot;,&quot;columns_tablet&quot;:&quot;3&quot;,&quot;columns_mobile&quot;:&quot;1&quot;}\" data-widget_type=\"jet-listing-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing-grid jet-listing\"><div class=\"jet-listing-grid__items grid-col-desk-3 grid-col-tablet-3 grid-col-mobile-1 jet-listing-grid--69815\" data-queried-id=\"6158|WP_Post\" data-nav=\"{&quot;enabled&quot;:false,&quot;type&quot;:null,&quot;more_el&quot;:null,&quot;query&quot;:[],&quot;widget_settings&quot;:{&quot;lisitng_id&quot;:69815,&quot;posts_num&quot;:7,&quot;columns&quot;:3,&quot;columns_tablet&quot;:3,&quot;columns_mobile&quot;:1,&quot;column_min_width&quot;:240,&quot;column_min_width_tablet&quot;:240,&quot;column_min_width_mobile&quot;:240,&quot;inline_columns_css&quot;:false,&quot;is_archive_template&quot;:&quot;&quot;,&quot;post_status&quot;:[&quot;publish&quot;],&quot;use_random_posts_num&quot;:&quot;&quot;,&quot;max_posts_num&quot;:9,&quot;not_found_message&quot;:&quot;No data was found&quot;,&quot;is_masonry&quot;:false,&quot;equal_columns_height&quot;:&quot;&quot;,&quot;use_load_more&quot;:&quot;&quot;,&quot;load_more_id&quot;:&quot;&quot;,&quot;load_more_type&quot;:&quot;click&quot;,&quot;load_more_offset&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;use_custom_post_types&quot;:&quot;yes&quot;,&quot;custom_post_types&quot;:[&quot;e-landing-page&quot;,&quot;insights&quot;,&quot;case-studies&quot;],&quot;hide_widget_if&quot;:&quot;&quot;,&quot;carousel_enabled&quot;:&quot;&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;arrows&quot;:&quot;true&quot;,&quot;arrow_icon&quot;:&quot;fa 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class=\"jet-listing-grid__item jet-listing-dynamic-post-76102\" data-post-id=\"76102\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/case-studies\/generative-ai-enhance-customer-satisfaction\/\">How Generative AI can proactively address issues to enhance customer satisfaction<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/02\/generative-ai-automotive-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-76128\" alt=\"Generative AI for Automotive\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/02\/generative-ai-automotive-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/02\/generative-ai-automotive-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/02\/generative-ai-automotive.jpg 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Artificial intelligence &amp; robotics<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tHow Generative AI can proactively address issues to enhance customer satisfaction\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-74980\" data-post-id=\"74980\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/insights\/whitepapers\/report-digitalisation-everything\/\">Industry report: The digitalisation of everything\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-75078\" alt=\"A vibrant cosmic background with a myriad of purple hues and sparkling stars, featuring the phrase &quot;the digitalisation of everything&quot; in white text at the center, enhanced by generative AI.\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-1024x576.jpg 1024w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured.jpg 1280w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Business transformation<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data science &amp; cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Engineering and design<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tIndustry report: The digitalisation of everything\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-71246\" data-post-id=\"71246\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/insights\/blog\/industrial-companies-new-digital-skills\/\">Don\u2019t delay digital. To solve today\u2019s challenges, industrial companies need a new set of skills.\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-71187\" alt=\"view of a city\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1.jpg 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Data science &amp; cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Business transformation<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Engineering and design<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tDon\u2019t delay digital. To solve today\u2019s challenges, industrial companies need a new set of skills.\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-71290\" data-post-id=\"71290\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/insights\/blog\/industrial-companies-solve-digital-challenges\/\">How can industrial companies solve their biggest digital challenges? By applying the best ideas from everywhere\u00a0\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-71184\" alt=\"team of engineers working with ai\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1.jpg 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Data science &amp; cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Business transformation<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Engineering and design<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tHow can industrial companies solve their biggest digital challenges? By applying the best ideas from everywhere\u00a0\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-71322\" data-post-id=\"71322\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/insights\/blog\/pilot-projects-scale-industrial-businesses-right-technology\/\">From pilot projects to scale: how industrial businesses can put the right technology to work.<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-71183\" alt=\"hands and keyboard\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1.jpg 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Data science &amp; cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Business transformation<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Engineering and design<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tFrom pilot projects to scale: how industrial businesses can put the right technology to work.\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-71168\" data-post-id=\"71168\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"69815\" class=\"elementor elementor-69815\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/en\/case-studies\/smart-factory-gigafactory\/\">Ignore what you do and listen to the data: how we used big data to start the smart factory process for a gigafactory<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-71182\" alt=\"man looking at car on a tablet\" srcset=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1.jpg 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Business transformation<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data science &amp; cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Engineering and design<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tIgnore what you do and listen to the data: how we used big data to start the smart factory process for a gigafactory\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b12d12e elementor-hidden-desktop elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"b12d12e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4b83a86 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b83a86\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-19cbc81\" data-id=\"19cbc81\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0dce34b elementor-widget elementor-widget-image\" data-id=\"0dce34b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"321\" height=\"120\" src=\"https:\/\/expleo.com\/global\/en\/wp-content\/uploads\/2023\/11\/now_white_rgb.svg\" class=\"attachment-large size-large wp-image-71623\" alt=\"Now-logo-white-320x120\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-803f5d2 gg-image-with-overalpping-text__heading elementor-widget elementor-widget-heading\" data-id=\"803f5d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">... you can move <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30dd817 gg-image-with-overalpping-text__heading elementor-widget elementor-widget-heading\" data-id=\"30dd817\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">at the speed of digital.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85087a6 gg-button-v2 elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"85087a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/expleo.com\/global\/en\/insights\/campaigns\/now-put-digital-to-work-at-scale\/\" target=\"_blank\">\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\">DISCOVER MORE<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Who is the client? One of the world\u2019s largest aerospace manufacturers.\u00a0\u00a0 What was the problem? Today&#8217;s aircraft require the cabin to be pressurised and the temperature to be controlled by onboard environment control systems. Aerospace manufacturers use simulations to test these systems, but the emergence of new propulsion technologies (such as electric and hydrogen) have [&hellip;]<\/p>\n","protected":false},"featured_media":102719,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","_angie_page":false,"service-grey-banner":"false","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[318],"topic":[144,212,149,152],"industry-taxonomy":[46,88],"country":[141],"service":[216,48,360,328,73,215,209],"class_list":["post-85977","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-study-single-templates-new-template","topic-business-transformation","topic-data-science-and-cybersecurity","topic-engineering-design","topic-industry-4-0","industry-taxonomy-aerospace","industry-taxonomy-defence-and-naval","country-global","service-digital-transformation","service-big-data-analytics-ai-and-advanced-algorithms","service-data-analytics-ai","service-data-driven-manufacturing","service-industrial-process-design-sustainability","service-manufacturing-supply-chain","service-product-process-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Expleo | Dramatically reducing simulation testing time<\/title>\n<meta name=\"description\" content=\"How we reduced design simulation testing time for a global aerospace manufacturer by reducing the testing parameters while maintaining accuracy\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/expleo.com\/global\/en\/case-studies\/reduce-design-simulation-testing\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dramatically reducing simulation testing time for an aerospace manufacturer.\" \/>\n<meta property=\"og:description\" content=\"How we reduced design simulation testing time for a global aerospace manufacturer by 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