{"id":48283,"date":"2026-02-08T19:05:17","date_gmt":"2026-02-08T18:05:17","guid":{"rendered":"https:\/\/amec.es\/ai-in-packaging-machinery-as-a-competitive-requirement\/"},"modified":"2026-02-08T19:13:41","modified_gmt":"2026-02-08T18:13:41","slug":"ai-in-packaging-machinery-as-a-competitive-requirement","status":"publish","type":"page","link":"https:\/\/amec.es\/en\/ai-in-packaging-machinery-as-a-competitive-requirement\/","title":{"rendered":"AI in packaging machinery as a competitive requirement"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"48283\" class=\"elementor elementor-48283 elementor-48276\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2097c52a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2097c52a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\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-3500ffcb\" data-id=\"3500ffcb\" 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-1c5b7247 elementor-widget elementor-widget-heading\" data-id=\"1c5b7247\" 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\"><a href=\"https:\/\/amec.es\/en\/category\/exclusive-alerts-and-trends\/\" rel=\"tag\">Exclusive alerts and trends<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3792071a elementor-widget elementor-widget-spacer\" data-id=\"3792071a\" 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-4abac466 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4abac466\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-1475467a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1475467a\" 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-3c08a3d1\" data-id=\"3c08a3d1\" 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-9362990 elementor-widget elementor-widget-heading\" data-id=\"9362990\" 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\">AI in packaging machinery as a competitive requirement<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c57d8ea elementor-widget elementor-widget-spacer\" data-id=\"6c57d8ea\" 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-d309205 elementor-widget elementor-widget-text-editor\" data-id=\"d309205\" 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\t8 de February de 2026\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-f6693f elementor-widget elementor-widget-text-editor\" data-id=\"f6693f\" 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><strong>AI is transforming the packaging industry with significant advances in knowledge transfer, quality inspection, predictive maintenance and regulatory compliance. For machine builders, integrating AI capabilities has become a basic requirement. <\/strong><\/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-6b39ae6c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6b39ae6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-890d7e0 elementor-widget elementor-widget-text-editor\" data-id=\"890d7e0\" 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>We analyzed the report &#8220;Building an AI Advantage in Packaging Equipment&#8221;, published by PMMI (Association for Packaging and Processing Technologies), based on interviews with experts from across the packaging value chain. Here are the highlights. <\/p><h5><strong><span style=\"text-transform: none;\"><span style=\"color: #ffffff;\">_<\/span><br>Areas where AI has advanced the most<\/span><\/strong><\/h5><p><strong>Knowledge transfer<\/strong><\/p><p><strong>When experienced workers leave, they take especially valuable knowledge with them<\/strong>: the tricks and informal solutions for solving problems quickly, the knowledge about old systems that were never properly documented, and that intuition that allows problems to be detected before alarms go off.<\/p><p><strong>The AI solution captures this knowledge<\/strong>:<\/p><ul><li>Recording interviews when someone leaves the company.<\/li><li>Enabling operators to record solutions by voice while working.<\/li><li>Organizing all this information in databases accessible from mobile devices.<\/li><\/ul><p><br>Any worker can ask questions in natural language and the system provides relevant information immediately.<\/p><p><strong>Machine Vision<\/strong><\/p><p>Companies are moving from rigid inspection systems that generate many line stoppages to high-performance adaptive systems.<\/p><p>Today&#8217;s AI systems achieve <strong>defect detection rates<\/strong> above 99% and have reduced false rejects by up to 50%, which is crucial because every false reject means wasted product.<\/p><p>But the applications go far beyond that:<\/p><ul><li>Current systems enable <strong>intelligent robotic<em>picking<\/em><\/strong> that identifies individual products in cluttered stacks<\/li><li>They determine, something especially valuable in food processing<strong> the best way to grip<\/strong>.<\/li><\/ul><p><strong><span style=\"color: #ffffff;\">_<\/span><br>3. Predictive maintenance<\/strong><\/p><p>Modern AI-driven systems <strong>continuously learn from real data<\/strong>, understand which patterns are of real concern, predict failures and recommend specific corrective actions.<\/p><p>The integration of <strong>IoT sensors<\/strong>, the development of explainable AI that justifies its recommendations, and <strong>video capture<\/strong> during maintenance events have enabled these systems to prioritize failure hypotheses and send action guides directly to the appropriate engineer.<\/p><p>There is one major barrier: many companies are reluctant to share their data to train models because of cybersecurity concerns.<\/p><p><strong><span style=\"color: #ffffff;\">_<\/span><br>4. Regulation and compliance<\/strong><\/p><p>A medium-sized company may receive dozens of different questionnaires about compliance with regulations such as REACH, RoHS, PFAS or the new European packaging regulation. Managing this manually is inefficient, time-consuming and error-prone. <\/p><p><strong>AI centralizes all regulatory data and automates responses<\/strong>, reducing response time by up to 90%, from 4-6 days to almost immediate. This frees the <em>compliance<\/em> team from administrative tasks to focus on proactive regulatory monitoring. <\/p><p><strong><span style=\"color: #ffffff;\">_<\/span><br>5. Data Transparency<\/strong><\/p><p>AI tools for data transparency <strong>automatically categorize documents, eliminate redundancies<\/strong> and create relational structures that enable advanced analytics.<\/p><p>This is strategically critical because clear data structures are critical for other AI solutions to work effectively:<\/p><ul><li>Predictive maintenance needs clean historical data.<\/li><li><em>Compliance<\/em> automation needs fast access to material information.<\/li><li>Knowledge transfer needs information organized in a retrievable way.<\/li><\/ul><h5><span style=\"color: #ffffff;\">_<\/span><br><strong>Future of AI in packaging<\/strong><\/h5><p><strong>Specialization<\/strong><\/p><p>We are seeing a proliferation of <strong>specialized AI vendors<\/strong>. Some specialize by industry, others by specific application such as predictive maintenance or machine vision. <\/p><p>The result is that industrial companies are starting to use <strong>multiple different AI platforms<\/strong> simultaneously, each optimized for a specific function.<\/p><p><strong>This creates a new need: orchestration.<\/strong>  When you have five or six different AI systems operating, you need some way to coordinate and prioritize them.<\/p><p><strong>Technological evolution<\/strong><\/p><p>In the coming years the trajectory will move from isolated optimization to coordinated orchestration. Instead of systems that optimize individual variables, we will have <strong>plant-level systems<\/strong> that dynamically balance performance, quality, cost and energy consumption across each stage of production. <\/p><ul><li>Predictive maintenance will evolve to <strong>prescriptive recommendations<\/strong> that schedule the optimal intervention window while minimizing the impact on production.<\/li><li><strong>Conversational AI interfaces<\/strong> will democratize sophisticated analytics: a line operator will be able to ask the system why efficiency is down and receive a clear, actionable answer without the need for a data engineer to run complex analysis.<\/li><li>Machine vision will detect subtle defects invisible to human eyes, going on to identify <strong>early indicators of problems<\/strong> before they become visible defects.<\/li><\/ul>\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-266cb24f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"266cb24f\" 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-5db6b448\" data-id=\"5db6b448\" 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-33ab71a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"33ab71a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-891ec02 elementor-widget elementor-widget-heading\" data-id=\"891ec02\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Resources<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c2341c elementor-widget elementor-widget-text-editor\" data-id=\"3c2341c\" 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>PMMI. 2026 Building an AI Advantage in Packaging Equipment (February 2026) <\/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-277cf9a9 elementor-widget elementor-widget-spacer\" data-id=\"277cf9a9\" 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-317b6e5c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"317b6e5c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-7f823a0c\" data-id=\"7f823a0c\" 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-1b331cbe elementor-widget elementor-widget-heading\" data-id=\"1b331cbe\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Go deeper with CoLAB's amec data resources<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18f49f2d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"18f49f2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span 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wp-image-45857\" alt=\"\" srcset=\"https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Indicadores-adelantados-amec-1024x377.png 1024w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Indicadores-adelantados-amec-300x110.png 300w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Indicadores-adelantados-amec-768x283.png 768w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Indicadores-adelantados-amec.png 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-4e0b88ed elementor-widget elementor-widget-image\" data-id=\"4e0b88ed\" 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\t<a href=\"https:\/\/amec.es\/comunidad\/colab\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"295\" src=\"https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Panel-exportaciones-amec-1024x377.png\" class=\"attachment-large size-large wp-image-46160\" alt=\"\" srcset=\"https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Panel-exportaciones-amec-1024x377.png 1024w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Panel-exportaciones-amec-300x110.png 300w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Panel-exportaciones-amec-768x283.png 768w, https:\/\/amec.es\/wp-content\/uploads\/2026\/01\/Banner-Panel-exportaciones-amec.png 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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\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<div class=\"elementor-element elementor-element-3359811f e-flex e-con-boxed e-con e-parent\" data-id=\"3359811f\" 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-3a10d9da elementor-widget elementor-widget-spacer\" data-id=\"3a10d9da\" 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\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-71bc0246 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"71bc0246\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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 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For machine builders, integrating AI capabilities has become a basic requirement. We analyzed the report &#8220;Building an AI Advantage in Packaging Equipment&#8221;, published by PMMI (Association for Packaging and Processing Technologies), based on interviews with experts [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"inline_featured_image":false,"footnotes":""},"categories":[355],"tags":[],"class_list":["post-48283","page","type-page","status-publish","hentry","category-exclusive-alerts-and-trends"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI in packaging machinery as a competitive requirement | amec Positive Industry<\/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:\/\/amec.es\/en\/ai-in-packaging-machinery-as-a-competitive-requirement\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in packaging machinery as a competitive requirement | amec Positive Industry\" \/>\n<meta property=\"og:description\" content=\"AI is transforming the packaging industry with significant advances in knowledge transfer, quality inspection, predictive maintenance and regulatory compliance. For machine builders, integrating AI capabilities has become a basic requirement. 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