{"id":34680,"date":"2024-03-25T12:53:50","date_gmt":"2024-03-25T20:53:50","guid":{"rendered":"https:\/\/www.linquip.com\/blog\/?p=34680"},"modified":"2026-02-27T10:48:03","modified_gmt":"2026-02-27T18:48:03","slug":"the-rise-of-ai-and-machine-learning-in-warehouses","status":"publish","type":"post","link":"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/","title":{"rendered":"The Rise of AI and Machine Learning In Warehouses"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/#Industrial_Automation\" >Industrial Automation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/#Computerized_Automation\" >Computerized Automation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/#Robotics\" >Robotics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/#Digital_revolution_and_industry_40\" >Digital revolution and industry 4.0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.linquip.com\/blog\/the-rise-of-ai-and-machine-learning-in-warehouses\/#Current_trends\" >Current trends<\/a><\/li><\/ul><\/nav><\/div>\n<p>The industrial and manufacturing industry has seen growth for many years and is one of the largest industries across the globe. Valued at $7 trillion in 2023, with a slight decline of 3% due to COVID-19 and other factors, there are still no signs of this booming part of the economy ever going away. Originating as one of the most important parts of human civilization and the reason behind job prosperity everywhere, manufacturing has seen momentous changes as of late. Making a generation shift from both personal and machine-based assembly lines, it has now stepped into the world of \u201csmart factories\u201d \u2014 which are factories and industrial units that incorporate certain robotics, augmented reality (AR), machine learning (ML), data analytics, and many other cutting-edge technologies.<\/p>\n<p>This is shaping the future of manufacturing, business, and industrial companies everywhere \u2014 and we are going to investigate the industrial processes and how they are being revolutionized by technology.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-34682\" src=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-the-Industrial-Revolution.-Buildings-with-smoke-coming-out-of-them.-Taken-from-Pexels.png\" alt=\"Image of the Industrial Revolution. Buildings with smoke coming out of them. Taken from Pexels\" width=\"450\" height=\"299\" title=\"\" srcset=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-the-Industrial-Revolution.-Buildings-with-smoke-coming-out-of-them.-Taken-from-Pexels.png 450w, https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-the-Industrial-Revolution.-Buildings-with-smoke-coming-out-of-them.-Taken-from-Pexels-300x199.png 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Industrial_Automation\"><\/span><strong>Industrial Automation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The automation in the world of equipment and warehouses has been around for a lot longer than you would imagine. If you think back to the Industrial Revolution, you will know that it\u2019s where the beginning of all mechanical production methods came from, and these continue to shape this sector today. Originally powered by water and steam engines, this was the first evolution in technology that we have seen businesses incorporate. It\u2019s a long way from the \u201cindustrial revolution\u201d we\u2019re looking at today.<\/p>\n<p>We can all think back to the time of the Industrial Revolution and consider that the stepping stone into the AI world we\u2019re in today \u2014 manufacturing only kicked off by the time of the Mass Production era. It was brought about by Henry Ford, who revolutionized manufacturing as we know it; he was responsible for all the automated repetitive tasks. Those included jobs that were known as less desirable, which welcomed mechanical systems that increased the efficiency and output of all warehouse workers. Businesses then began to thrive, and more workman efficiency was created because of the newfound automation in this industry.<\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Computerized_Automation\"><\/span><strong>Computerized Automation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>By the mid-20th century, computerized automation was a phrase people were starting to repeat &#8211; but it took quite a while to grow. Let\u2019s compare it to the appearance and expansion of the National Football League (NFL), which admittedly was born a bit earlier, in the 1920s &#8211; but which took quite a while to find its feet and start gathering attention, recognition, and prestige. The NFL stayed regional and niche for a while, being a very minor league, and the same was true of computerized automation; Christopher Strachey\u2019s checkers-playing program was almost a gimmick for some time, and it wasn\u2019t until the 1960s that the potential of AI started to gain recognition. However, both the <a href=\"https:\/\/africa.businessinsider.com\/local\/markets\/how-did-the-nfl-turn-american-football-into-a-billion-dollar-business\/bg4tgdt\" target=\"_blank\" rel=\"noreferrer noopener\">NFL business<\/a> and AI-adopting businesses began to thrive and grow, and as automation sped up tasks, we saw the manufacturing and industrial sectors take off at the speed of light.<\/p>\n<p>During this process, computer technology was formed, which enabled sophisticated automation more closely linked to what&#8217;s available today. This also brought about the implementation of programmable logic controllers, also known as PLCs, for the control and monitoring of the overall process in manufacturing. The PLCs are responsible for automating a specific process in a factory, business, or other industrial space \u2014 so they could now automate processes, machine functions, and product lines.<\/p>\n<p>This particularly came in handy with the heavy industry and equipment spaces, as workers in general struggle with heavy products and lifting \u2014 so tech and AI are crucial for the longevity of a workman&#8217;s career. And while places like the NFL may not be using PLCs, today we are seeing them adopt automation and AI technology for game planning and strategic decisions, so we can see just how far this tech has come and how versatile it is.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-34683\" src=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-robotic-factory-and-manufacturing-behind-a-screen.-Taken-from-Pexels.png\" alt=\"Image of robotic factory and manufacturing behind a screen. Taken from Pexels\" width=\"463\" height=\"260\" title=\"\" srcset=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-robotic-factory-and-manufacturing-behind-a-screen.-Taken-from-Pexels.png 463w, https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-robotic-factory-and-manufacturing-behind-a-screen.-Taken-from-Pexels-300x168.png 300w\" sizes=\"(max-width: 463px) 100vw, 463px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Robotics\"><\/span><strong>Robotics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>By the time of the late 20th century, and in particular by the late 1960s, there were already rollouts of industrial robots. They began to gain traction, and their practical applications in manufacturing environments led to streamlined production and better business practices. Robots of this kind were used in the integration of production tasks, such as welding, assembling, painting, and many other heavy-duty tasks. Overall, this was the first mark in history to make a difference in the output of quality and forge a future that excited the population in the world of technology.<\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Digital_revolution_and_industry_40\"><\/span><strong>Digital revolution and industry 4.0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The creation of Industry 4.0 and the digital revolution started to boom in the early 2010s. Not too far away from today&#8217;s business uses, it still feels pretty historical when you compare the trends we see now. First incorporated in Germany, where they were (and still are) the leaders of all <a href=\"https:\/\/www.linquip.com\/blog\/top-5-3d-printing-companies-in-germany\/\">highly advanced manufacturing tech<\/a>, the integration of digital technologies into the manufacturing process led to the creation of more smart factories. Smart factories themselves were nothing new, but they helped shape Industry 4.0, which paved the way for transformative change.<\/p>\n<p>They didn\u2019t just grow because of smart technology; there were also advances such as IoT, sensors, and data analytics \u2014 which created a new era of intelligent automation.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-34684\" src=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-a-smart-factory-with-AI-technology.-Creating-the-Hyundai-vehicle-with-a-singular-motor-robot-arm.-Taken-from-Pexels.png\" alt=\"Image of a smart factory with AI technology. Creating the Hyundai vehicle with a singular motor robot arm. Taken from Pexels\" width=\"505\" height=\"337\" title=\"\" srcset=\"https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-a-smart-factory-with-AI-technology.-Creating-the-Hyundai-vehicle-with-a-singular-motor-robot-arm.-Taken-from-Pexels.png 505w, https:\/\/www.linquip.com\/blog\/wp-content\/uploads\/2024\/03\/Image-of-a-smart-factory-with-AI-technology.-Creating-the-Hyundai-vehicle-with-a-singular-motor-robot-arm.-Taken-from-Pexels-300x200.png 300w\" sizes=\"(max-width: 505px) 100vw, 505px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Current_trends\"><\/span><strong>Current trends<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Now, we know that all of those manufacturing advances may have sounded very ahead of the times \u2014 but it&#8217;s 2026, and we\u2019re witnessing some of the biggest automated growths we have ever seen.<\/p>\n<p>Not solely put into place to assist workers with their roles, AI is now here to create predictive maintenance processes, real-time optimization, and automated systems \u2014 which cut out the chances of human error. This has created sustainable growth for businesses across the globe, as there are limits on how many hours an employee might work, and further limits on availability, skills, etc. With artificial intelligence and machine learning, you can teach your company&#8217;s internal processes to the robot \u2014 and cut out all these limits, and the prospects of errors from an employee.<\/p>\n<p>There are also many wider applications for AI; we\u2019ve already talked about how it is helping many sports teams and bodies like the NFL improve their game, plan ahead, and take the optimum approach to every season. In essence, we\u2019re now asking &#8211; what can\u2019t it do?!<\/p>\n<p>Overall, industrial automation has grown into an industry that is never going to be outdated; it keeps evolving. It\u2019s fast, ahead of the times, and always looking at routes to turn productivity into profitability \u2014 which is the end goal for businesses everywhere.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The industrial and manufacturing industry has seen growth for many years and is one of the largest industries across the globe. Valued at $7 trillion in 2023, with a slight decline of 3% due to COVID-19 and other factors, there are still no signs of this booming part of the economy ever going away. Originating &#8230;<\/p>\n","protected":false},"author":1,"featured_media":34681,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[325],"tags":[341],"class_list":["post-34680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sponsored","tag-sponsored"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/posts\/34680","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/comments?post=34680"}],"version-history":[{"count":6,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/posts\/34680\/revisions"}],"predecessor-version":[{"id":37805,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/posts\/34680\/revisions\/37805"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/media\/34681"}],"wp:attachment":[{"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/media?parent=34680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/categories?post=34680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.linquip.com\/blog\/wp-json\/wp\/v2\/tags?post=34680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}