{"id":104787,"date":"2025-06-23T12:56:18","date_gmt":"2025-06-23T12:56:18","guid":{"rendered":"https:\/\/www.simscale.com\/?page_id=104787"},"modified":"2025-07-11T11:36:37","modified_gmt":"2025-07-11T11:36:37","slug":"state-of-engineering-ai","status":"publish","type":"page","link":"https:\/\/www.simscale.com\/state-of-engineering-ai\/","title":{"rendered":"The State of Engineering AI"},"content":{"rendered":"\n<div class=\"wp-block-cover\" style=\"padding-right:0px;padding-left:0px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-container-core-cover-is-layout-8281504a wp-block-cover-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h1 class=\"wp-block-heading\">Mind the Engineering AI Gap<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">A new global study of 300 engineering leaders reveals a widening gap between AI expectation and execution in engineering workflows, and the lessons from top performers who are closing it.<\/p>\n\n\n\n<div class=\"hw-block hw-btnWrapper hw-btnWrapper--alignLeft \">\n    <a href=\"\" class=\"hw-btn  btn-hs-form hw-btn--blue1  \" data-form-id=\"fed6ae7d-5bbb-4bb0-aa07-3eece3135a2c\" data-sfdc-campaign-id=\"701Se00000Q2LSxIAN\" data-form-title=\"Download Engineering AI Report\" data-form-forward-fields=\"true\" target=\"_blank\"    >\n        Get the Report    <\/a>\n<\/div>\n\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"728\" height=\"650\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/lp-header-k-visual.webp\" alt=\"\" class=\"wp-image-104834 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/lp-header-k-visual.webp 728w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/lp-header-k-visual-300x268.webp 300w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/figure><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<p class=\"has-text-align-center wp-block-paragraph\" style=\"font-size:24px\">Engineering leaders overwhelmingly believe in AI\u2019s potential to transform design and simulation workflows. <br>But most teams are still struggling to turn that vision into reality.<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" style=\"font-size:24px\">Our new <em>State of Engineering AI 2025<\/em> report surveyed leaders across the US and Europe to uncover where progress is happening\u2014and where barriers remain. The findings highlight a growing gap between <strong>AI expectations and execution, <\/strong>and present clear lessons for engineering leaders ready to move forward.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">AI Ambition Far Outpaces Execution<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">93% of engineering leaders expect AI to deliver productivity gains, with 30% anticipating <strong>very high <\/strong>gains. But just 3% report achieving that level of impact today.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"993\" height=\"660\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q1.webp\" alt=\"graph showing the current state of engineering AI adoption compared to the possible amount\" class=\"wp-image-104916 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q1.webp 993w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q1-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q1-768x510.webp 768w\" sizes=\"auto, (max-width: 993px) 100vw, 993px\" \/><\/figure><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-1024x681.webp\" alt=\"Data stack comparison of average vs Mature AI program companies in the engineering space\" class=\"wp-image-104914 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-1024x681.webp 1024w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-768x510.webp 768w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-1536x1021.webp 1536w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q2-2048x1361.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">Cloud-native adopters pulling ahead<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations using cloud-native simulation tools are <strong>3x more likely<\/strong> to have mature AI programs and <strong>6x more likely<\/strong> to have clean, centralized data\u2014critical for scaling AI. They are also <strong>twice as confident<\/strong> in achieving AI goals within the next 12 months.<\/p>\n<\/div><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noTopPadding hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">Mind the Engineering AI Gap<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">300 engineering leaders surveyed. Only 3% are achieving very high AI gains at scale. Discover what top performers are doing differently.<\/p>\n\n\n\n<div class=\"hw-block hw-btnWrapper hw-btnWrapper--alignLeft \">\n    <a href=\"\" class=\"hw-btn  btn-hs-form   \" data-form-id=\"fed6ae7d-5bbb-4bb0-aa07-3eece3135a2c\" data-sfdc-campaign-id=\"701Se00000Q2LSxIAN\" data-form-title=\"Download Engineering AI Report\" data-form-redirect=\"\" data-form-forward-fields=\"true\"    >\n        Get the Report    <\/a>\n<\/div>\n\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"993\" height=\"660\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/report-mockup.webp\" alt=\"state of engineering ai report in booklet form\" class=\"wp-image-104915 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/report-mockup.webp 993w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/report-mockup-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/report-mockup-768x510.webp 768w\" sizes=\"auto, (max-width: 993px) 100vw, 993px\" \/><\/figure><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noTopPadding hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-1024x681.webp\" alt=\"graph showing the major blockers to engineering AI adoption in engineering companies\" class=\"wp-image-104911 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-1024x681.webp 1024w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-768x510.webp 768w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-1536x1021.webp 1536w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q3-2048x1361.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">Siloed Data and Legacy Tools Are Blocking Progress<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>55%<\/strong> cite siloed data and <strong>42%<\/strong> cite legacy desktop CAE tools as major blockers\u2014highlighting a foundational infrastructure gap across many organizations.<\/p>\n<\/div><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">Leadership Misalignment Is Slowing Progress<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">42% of CTOs perceive resistance to AI adoption within technical teams, but only 25% of simulation and engineering leads report such resistance. This suggests many are underestimating the readiness and hunger to accelerate AI adoption within teams.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-1024x681.webp\" alt=\"Misalignment on AI adoption resistance between C-Suite and Team Leads\" class=\"wp-image-104912 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-1024x681.webp 1024w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-768x510.webp 768w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-1536x1021.webp 1536w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q4-2048x1361.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-1024x681.webp\" alt=\"Graph showing the benefits of AI adoption\" class=\"wp-image-104913 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-1024x681.webp 1024w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-300x199.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-768x510.webp 768w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-1536x1021.webp 1536w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/state-of-engineering-ai-q5-2048x1361.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">AI Viewed as a Growth Driver \u2014 Not an Efficiency Play<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Engineering leaders expect AI to fuel <strong>greater design innovation (54%)<\/strong>, <strong>engineering productivity (51%)<\/strong>, and <strong>faster time to market (47%)<\/strong>\u2014with reduced costs ranking lowest on the list of expected benefits.<\/p>\n<\/div><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--noTopPadding hw-section--noBottomPadding hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<div   class=\"hw-section hw-section--normalSpacing hw-section--white\">\n\n        <div class=\"hw-contentWrap hw-contentWrap--normalWidth hw-textLeft\">\n        \n        \n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\">On-Demand Webinar<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Explore the findings from the <em>State of Engineering AI 2025<\/em> in our webinar, featuring SimScale and NVIDIA leaders sharing insights on how Engineering AI is transforming product design and innovation.<\/p>\n\n\n\n<div class=\"hw-block hw-btnWrapper hw-btnWrapper--alignLeft \">\n    <a href=\"https:\/\/www.simscale.com\/webinars-workshops\/engineering-teams-struggling-realize-ai-opportunity-how-fix-it\/\" class=\"hw-btn  hw-btn--secondary  \"     >\n        Watch On Demand    <\/a>\n<\/div>\n\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"710\" src=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/202506-engineering.comNVIDIA-tl-lp-1024x710.webp\" alt=\"SimScale - NVidia webinar cover photo\" class=\"wp-image-104917 size-full\" srcset=\"https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/202506-engineering.comNVIDIA-tl-lp-1024x710.webp 1024w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/202506-engineering.comNVIDIA-tl-lp-300x208.webp 300w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/202506-engineering.comNVIDIA-tl-lp-768x533.webp 768w, https:\/\/frontend-assets.simscale.com\/media\/2025\/06\/202506-engineering.comNVIDIA-tl-lp.webp 1107w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Engineering leaders overwhelmingly believe in AI\u2019s potential to transform design and simulation workflows. But most teams...","protected":false},"author":195,"featured_media":104915,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/template-hw-blank.php","meta":{"_acf_changed":false,"_crdt_document":"","inline_featured_image":false,"footnotes":""},"class_list":["post-104787","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/pages\/104787","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/users\/195"}],"replies":[{"embeddable":true,"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/comments?post=104787"}],"version-history":[{"count":0,"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/pages\/104787\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/media\/104915"}],"wp:attachment":[{"href":"https:\/\/www.simscale.com\/wp-json\/wp\/v2\/media?parent=104787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}