{"id":6775,"date":"2025-11-02T18:15:32","date_gmt":"2025-11-03T02:15:32","guid":{"rendered":"https:\/\/staging.xlmsolutions.com\/blog\/using-ai-to-streamline-design-change-a-practical-approach-for-engineers\/"},"modified":"2025-11-02T18:15:32","modified_gmt":"2025-11-03T02:15:32","slug":"using-ai-to-streamline-design-change-a-practical-approach-for-engineers","status":"publish","type":"post","link":"https:\/\/staging.xlmsolutions.com\/es\/blog\/using-ai-to-streamline-design-change-a-practical-approach-for-engineers\/","title":{"rendered":"Using AI to Streamline Design Change: A Practical Approach for Engineers"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Change is a constant in engineering. But managing it \u2013 cleanly, accurately, and at speed \u2013 is still a persistent challenge for design teams, especially when processes span multiple systems, stakeholders, and formats.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That\u2019s exactly why we hosted our latest webinar, \u201cHow to Streamline Design Change with AI-Powered Intelligence and Speed.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The session explored new approaches to design validation using embedded AI with <\/span><a href=\"https:\/\/bit.ly\/3HYnKng\"><span style=\"font-weight: 400;\">bananaz<\/span><\/a><span style=\"font-weight: 400;\"> \u2013 not as a replacement for <\/span><a href=\"https:\/\/staging.xlmsolutions.com\/es\/solidworks\/\"><span style=\"font-weight: 400;\">PDM<\/span><\/a><span style=\"font-weight: 400;\">\/PLM or CAD systems, but as a complement to them. You can watch the full recording here: <\/span><a href=\"https:\/\/attendee.gotowebinar.com\/recording\/8909214528038604974\"><span style=\"font-weight: 400;\">Access the webinar on demand.<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">The goal was simple: to show how engineering organizations can reduce the time, effort, and risk involved in design change using tools that integrate directly into their existing workflows.<\/span><\/p>\n<h4><b>Design Change: Where Complexity Bottlenecks<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">As I shared during the session, design change is one of the most labor-intensive and error-prone stages in product development \u2013 even for companies with mature PLM strategies. We\u2019ve seen this firsthand across industries: aerospace, defense, medical devices, industrial equipment, and more.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Why does it bottleneck?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Because tracking, comparing, validating, and documenting changes still depends heavily on manual processes:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reviewing 2D\/3D revisions by eye<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Annotating drawing markups across tools and formats<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Drafting ECO descriptions and inspection summaries manually<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verifying compliance with standards late in the process<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Looping in multiple reviewers with no single source of truth<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">These are the types of tasks that drain resources \u2013 and introduce risk \u2013 not because engineers lack discipline, but because the tools were never designed to handle change resolution at scale.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-6768 aligncenter\" src=\"https:\/\/staging.xlmsolutions.com\/wp-content\/uploads\/2025\/11\/Screenshot_2025-11-01_at_10.10.50\u202fAM-300x167.png\" alt=\"\" width=\"404\" height=\"225\" \/><\/p>\n<h4><b>A New Class of Tools, Built for the Work Engineers Actually Do<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">That\u2019s where our partner, <\/span><a href=\"https:\/\/bit.ly\/3HYnKng\"><span style=\"font-weight: 400;\">bananaz<\/span><\/a><span style=\"font-weight: 400;\">, comes in.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We invited their co-founder and CEO, Or Israel, to walk through how their embedded AI platform is helping mechanical engineers and design teams catch changes earlier, enforce standards more consistently, and streamline feedback and approvals.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What stood out during the session was the level of precision: This isn\u2019t just about identifying that something changed. It\u2019s about detecting what changed, classifying how it changed, and linking those changes to form, fit, and function \u2013 across both 2D drawings and 3D models.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Specific capabilities we explored included:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI-based drawing and model comparison (with clear flagging of modifications, deletions, and insertions)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time collaboration and markup tools, built directly into CAD workflows<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Auto-generated ECO documentation and inspection reports<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Custom rule enforcement, tailored to internal standards or compliance needs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Traceable approval paths, all captured in a centralized system<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">What\u2019s important is that these features don\u2019t live in a separate tool or disrupt the PDM\/CAD workflow. They\u2019re embedded \u2013 available at the point of design, review, or check-in.<\/span><\/p>\n<h4><b>What This Means for Engineering Teams<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">From our vantage point at xLM, the <\/span><a href=\"https:\/\/staging.xlmsolutions.com\/es\/blog\/developing-ai-agents-for-plm-a-glimpse-into-the-mcp-model\/\"><span style=\"font-weight: 400;\">promise of AI in PLM<\/span><\/a><span style=\"font-weight: 400;\"> is not automation for its own sake\u2014it\u2019s clarity and speed where complexity tends to stall. It\u2019s helping engineers:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Review more confidently<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approve more quickly<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Document more completely<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">And reduce rework before it starts<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">This is especially relevant for teams managing high volumes of ECOs or supporting globally distributed design environments.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s early days for AI in engineering workflows. But based on what we\u2019ve seen and tested, solutions like this are not speculative, they\u2019re operational. And they\u2019re delivering a measurable impact today.<\/span><\/p>\n<h4><b>Watch the Webinar<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">If you\u2019re exploring how to improve the way your organization handles design change \u2013 from validation to communication to documentation \u2013 I encourage you to <\/span><a href=\"https:\/\/attendee.gotowebinar.com\/recording\/8909214528038604974\"><span style=\"font-weight: 400;\">watch the full recording<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you\u2019d like to discuss what we covered or explore how tools like this could fit into your environment, we\u2019re always available for a deeper technical conversation.<\/span><\/p>\n<div class=\"pld-like-dislike-wrap pld-template-2\">\r\n    <div class=\"pld-like-wrap  pld-common-wrap\">\r\n    <a href=\"javascript:void(0)\" class=\"pld-like-trigger pld-like-dislike-trigger  \" title=\"Like\" data-post-id=\"6775\" data-trigger-type=\"like\" data-restriction=\"no\" data-already-liked=\"0\">\r\n                        <i class=\"fas fa-heart\"><\/i>\r\n                <\/a>\r\n    <span class=\"pld-like-count-wrap pld-count-wrap\">    <\/span>\r\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Change is a constant in engineering. But managing it \u2013 cleanly, accurately, and at speed \u2013 is still a persistent challenge for design teams, especially when processes span multiple systems, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6773,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[300],"tags":[],"class_list":["post-6775","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-plm"],"acf":[],"featured_image_src":{"landsacpe":["https:\/\/staging.xlmsolutions.com\/wp-content\/uploads\/2025\/11\/Screenshot_2025-11-01_at_10.10.34\u202fAM.png",843,445,false],"list":["https:\/\/staging.xlmsolutions.com\/wp-content\/uploads\/2025\/11\/Screenshot_2025-11-01_at_10.10.34\u202fAM.png",463,245,false],"medium":["https:\/\/staging.xlmsolutions.com\/wp-content\/uploads\/2025\/11\/Screenshot_2025-11-01_at_10.10.34\u202fAM-300x158.png",300,158,true],"full":["https:\/\/staging.xlmsolutions.com\/wp-content\/uploads\/2025\/11\/Screenshot_2025-11-01_at_10.10.34\u202fAM.png",1742,920,false]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Using AI to Streamline Design Change: A Practical Approach for Engineers - XLM Solutions<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using AI to Streamline Design Change: A Practical Approach for Engineers\" \/>\n<meta property=\"og:description\" content=\"Change is a constant in engineering. 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