{"id":28181,"date":"2024-06-11T15:35:00","date_gmt":"2024-06-11T15:35:00","guid":{"rendered":"https:\/\/tecnimusa.es\/inteligencia-artificial-en-logistica\/"},"modified":"2025-10-14T10:40:12","modified_gmt":"2025-10-14T10:40:12","slug":"artificial-intelligence-ai-in-logistics","status":"publish","type":"post","link":"https:\/\/tecnimusa.es\/en\/artificial-intelligence-ai-in-logistics\/","title":{"rendered":"Artificial Intelligence AI in logistics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"28181\" class=\"elementor elementor-28181 elementor-28173\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-81053f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"81053f9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&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-e529be2\" data-id=\"e529be2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&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-2493408 elementor-widget elementor-widget-text-editor\" data-id=\"2493408\" 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>Artificial Intelligence AI is driving a multidimensional transformation in logistics. Industries and distribution companies can now analyze data and predict behaviors or trends in the market with astonishing accuracy and speed.<\/p><p>In addition, with AI it is possible to address traditional logistics challenges, such as improving delivery times, saving fuel, managing unplanned outages, reducing operating costs, increasing the safety of operations, better managing stock, etc.<\/p><p>In this article we explore the strategic use of Artificial Intelligence technologies in logistics planning, warehouse and transportation management. In addition, we explain how AI is being leveraged to optimize energy consumption.<\/p><h4>How can AI expand logistics capabilities?<\/h4><p class=\"western\" lang=\"en-US\" align=\"JUSTIFY\">Recall that computer systems driven by AI and Machine Learning are capable of <span style=\"font-family: Arial, serif;\"><b>compiling and analyzing large data sets<\/b><\/span>, in order to learn to perform complex human tasks, such as reasoning, planning and predicting at high speed, and with high reliability.<\/p><p class=\"western\" lang=\"en-US\">This <span style=\"font-family: Arial, serif;\"><b>advanced<\/b><\/span><b> <\/b><span style=\"font-family: Arial, serif;\"><b>AI<\/b><\/span><b> <\/b><span style=\"font-family: Arial, serif;\"><b>data<\/b><\/span><b> <\/b><span style=\"font-family: Arial, serif;\"><b>analysis <\/b><\/span>represents a valuable tool for making better decisions within logistics processes, with the goal of:<\/p><ul><li><p lang=\"en-US\" align=\"LEFT\"><span style=\"font-size: medium;\"><span style=\"font-size: small;\">Optimize<\/span> <span style=\"font-size: small;\">storage<\/span> <span style=\"font-size: small;\">and<\/span> <span style=\"font-size: small;\">transport<\/span> <span style=\"font-size: small;\">operations.<\/span><\/span><\/p><\/li><li><p lang=\"en-US\" align=\"LEFT\"><span style=\"font-size: medium;\"><span style=\"font-size: small;\">Predict <\/span><span style=\"font-size: small;\">claims.<\/span><\/span><\/p><\/li><li><p lang=\"en-US\" align=\"LEFT\"><span style=\"font-size: medium;\"><span style=\"font-size: small;\">Order<\/span><span style=\"font-size: small;\"> planning.<\/span><\/span><\/p><\/li><li><p lang=\"en-US\" align=\"LEFT\"><span style=\"font-size: medium;\"><span style=\"font-size: small;\">Prevent<\/span> <span style=\"font-size: small;\">errors.<\/span><\/span><\/p><\/li><li><p lang=\"en-US\" align=\"LEFT\"><span style=\"font-size: medium;\"><span style=\"font-size: small;\">Detect<\/span> <span style=\"font-size: small;\">risk<\/span> <span style=\"font-size: small;\">factors,<\/span><span style=\"font-size: small;\"> etc.<\/span><\/span><\/p><\/li><\/ul><p class=\"western\" lang=\"en-US\"><span style=\"font-family: Arial, serif;\"><b>For<\/b><\/span><b> <\/b><span style=\"font-family: Arial, serif;\"><b>example<\/b><\/span>, the textile, apparel and fashion industry has led the way in the use of AI in its logistics and manufacturing processes. It employs machine vision and advanced image analysis to detect faults in garments. It also employs intelligent systems to monitor the condition of garments during transportation.<\/p><p class=\"western\" lang=\"en-US\" align=\"JUSTIFY\">Let&#8217;s take a look at the many logistics fields in which Artificial Intelligence can be applied.<\/p><p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><h4>AI and planning<\/h4><p><span data-contrast=\"auto\">In logistics, AI&#8217;s ability to analyze huge amounts of data and forecast behaviors is especially useful in <\/span><b><span data-contrast=\"auto\">predictive planning <\/span><\/b><span data-contrast=\"auto\">in various areas of logistics:<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:100,&quot;335559737&quot;:192,&quot;335559738&quot;:251,&quot;335559739&quot;:0,&quot;335559740&quot;:280}\">\u00a0<\/span><\/p><p aria-level=\"2\"><span data-contrast=\"none\">Demand forecast<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:0,&quot;335559738&quot;:197,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Software driven by intelligent algorithms, such as <\/span><b><span data-contrast=\"auto\">WMS <\/span><\/b><span data-contrast=\"auto\">warehouse management systems or advanced <\/span><b><span data-contrast=\"auto\">ERP <\/span><\/b><i><span data-contrast=\"auto\">Enterprise Resource Planning <\/span><\/i><span data-contrast=\"auto\">systems, have the ability to process large<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:100,&quot;335559731&quot;:0,&quot;335559737&quot;:130,&quot;335559738&quot;:244,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><span data-contrast=\"auto\">volumes of data in real time and compare it with historical data (yields, sales, orders, returns&#8230;), in order to recognize patterns, detect trends and determine demand accurately.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:64,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">AI can even <\/span><b><span data-contrast=\"auto\">simulate multiple <\/span><\/b><span data-contrast=\"auto\">possible <\/span><b><span data-contrast=\"auto\">scenarios to <\/span><\/b><span data-contrast=\"auto\">make it easier for leaders to make decisions. In general, this helps companies optimize schedules, select transportation, improve inventory management, etc.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:198,&quot;335559739&quot;:0,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p><p aria-level=\"2\"><span data-contrast=\"none\">Route optimization<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:0,&quot;335559738&quot;:199,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">AI-driven transportation management systems can <\/span><b><span data-contrast=\"auto\">identify the most efficient delivery routes by <\/span><\/b><span data-contrast=\"auto\">analyzing historical data, such as traffic patterns, weather events, vehicle capacities, customer preferences, and road characteristics.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559731&quot;:0,&quot;335559737&quot;:124,&quot;335559738&quot;:244,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">In addition, these intelligent systems <\/span><b><span data-contrast=\"auto\">address unforeseen disruptions<\/span><\/b><span data-contrast=\"auto\">, such as roadblocks or traffic jams, by facilitating real-time route adjustments and rerouting vehicles to other available roads. In this way, delivery time, fuel consumption and transportation costs are minimized.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:203,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p aria-level=\"2\"><span data-contrast=\"none\">Inventory management<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:0,&quot;335559738&quot;:200,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Intelligent algorithms, such as advanced WMS or ERP, can also analyze sales data, company lead times, production or order schedules, and budget and storage space constraints. All in order to <\/span><b><span data-contrast=\"auto\">determine minimum stock levels<\/span><\/b><span data-contrast=\"auto\">, dynamically adjust them and establish replenishment routines.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:245,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">The advantage is to be able to make more efficient decisions to <\/span><b><span data-contrast=\"auto\">adjust distribution strategies<\/span><\/b><span data-contrast=\"auto\">. In addition, the risks of stock-outs or overstocking are eliminated and it is possible to detect slow-moving or slow-moving products.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:201,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">AI can even <\/span><b><span data-contrast=\"auto\">predict peak demand <\/span><\/b><span data-contrast=\"auto\">for each type of product, based on the time of year. In this way, it helps prevent sudden stock-outs and gain greater control over the budget.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:203,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p aria-level=\"2\"><span data-contrast=\"none\">AI for process and task automation<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:0,&quot;335559738&quot;:202,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Automation of logistics processes goes beyond replacing labor. AI systems, especially those that integrate <\/span><b><span data-contrast=\"auto\">Machine Learning algorithms<\/span><\/b><span data-contrast=\"auto\">, can make intelligent decisions and adapt their capabilities to changing situations.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:100,&quot;335559737&quot;:132,&quot;335559738&quot;:245,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">This intelligent automation can be implemented in various areas of logistics. For example:<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:100,&quot;335559737&quot;:0,&quot;335559738&quot;:202,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Automating document management<\/span><\/b><span data-contrast=\"auto\">. Thanks to technologies such as Natural Language Processing (NLP) and Optical Character Recognition (OCR), intelligent document management software accelerates and automates data entry and file classification and search. These capabilities reduce human error and improve operational efficiency.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:455,&quot;335559738&quot;:237,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">The physical automation of the warehouse<\/span><\/b><span data-contrast=\"auto\">. This intelligent automation can be carried out by means of:<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:540,&quot;335559738&quot;:1,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">Intelligent solutions <\/span><\/b><span data-contrast=\"auto\">for goods registration, packing, sealing or case opening. For example, <\/span><a href=\"https:\/\/tecnimusa.es\/en\/automatic-box-transferer\/\"><b><span data-contrast=\"none\">automatic case transferers on overhead conveyors<\/span><\/b><\/a> <span data-contrast=\"auto\">and <\/span><a href=\"https:\/\/tecnimusa.es\/en\/automatic-case-erector-for-new-and-used-boxes\/\"><b><span data-contrast=\"none\">automatic carton erectors<\/span><\/b><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:1541,&quot;335559737&quot;:367,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[1541],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">AI-assisted robots. <\/span><\/b><span data-contrast=\"auto\">They handle complex operations, such as sorting, picking, packing and transporting goods within the warehouse, without requiring human intervention. Moreover, their capabilities are evolving and they can learn new tasks. For example, automated guided vehicles AGVs.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:1541,&quot;335559737&quot;:458,&quot;335559738&quot;:64,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[1541],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">Automation through software<\/span><\/b><span data-contrast=\"auto\">. Advanced WMS warehouse management systems have the ability to predict future demand patterns, automate notifications and task assignments to operators, and optimize space utilization. In this way, AI helps to adapt and organize the warehouse for the company&#8217;s future needs.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:255,&quot;335559738&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">Automation of order preparation<\/span><\/b><span data-contrast=\"auto\">, using the following systems:<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:1,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:820,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:249,&quot;335559991&quot;:360,&quot;469777462&quot;:[820],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">AMR autonomous mobile robots<\/span><\/b><span data-contrast=\"auto\">, which are equipped with sensors to navigate the warehouse and retrieve items without risk of collision.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:1541,&quot;335559737&quot;:711,&quot;335559738&quot;:42,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[1541],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">Robotic arms<\/span><\/b><span data-contrast=\"auto\">, powered by AI and computer vision systems, to identify and pick items, with high accuracy and speed.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:1541,&quot;335559737&quot;:344,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[1541],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><\/ul><h4>AI in anomaly detection<\/h4><p><b><span data-contrast=\"auto\">AI systems are often combined with IoT devices <\/span><\/b><span data-contrast=\"auto\">to monitor the status of vehicles and machinery to detect unusual sounds or performance patterns that indicate potential problems. In this way, the company can respond quickly to any failures, avoid downtime or minimize the impact of downtime on operations.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:256,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"auto\">These devices include <\/span><b><span data-contrast=\"auto\">interconnected sensors <\/span><\/b><span data-contrast=\"auto\">that collect data in real time and send it via a network (ethernet, wi-fi&#8230;) to intelligent route or inventory analysis and management software. Basically, IoT devices can track packages, containers and vehicles, both inside the warehouse and during shipment, to detect geo-referenced position, vibrations, weights, temperatures, etc.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:323,&quot;335559738&quot;:202,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">In addition, computer <\/span><b><span data-contrast=\"auto\">vision technology <\/span><\/b><span data-contrast=\"auto\">can be integrated into machines or robots to continuously monitor the production line or assess the quality of the product to be stored or delivered, identifying defects and generating automatic alerts for operators to intervene in a timely manner.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:201,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><span data-contrast=\"auto\">The computer vision system consists of high-resolution cameras and advanced software that interprets the captured images. It has the ability to detect and recognize objects and movements. Once it identifies an item, it sends commands to other systems to perform specific tasks.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:103,&quot;335559738&quot;:196,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\u25cb\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:1541,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[9675],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cb&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"2\"><b><span data-contrast=\"auto\">For example<\/span><\/b><span data-contrast=\"auto\">, this technology can be used for automated container unloading. The &#8220;digital&#8221; vision system identifies each item as it leaves the container and ensures that it is handled properly. This ensures product integrity.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:1541,&quot;335559737&quot;:572,&quot;335559738&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[1541],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><\/ul><h4>AI in sustainable logistics<\/h4><p data-ccp-border-between=\"0px none #000000\" data-ccp-padding-between=\"0px\"><span class=\"TextRun SCXW33265246 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">Artificial Intelligence also redefines energy consumption in <\/span><span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">logistics<\/span><span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">, helping to design efficient and sustainable warehouses. The use of <\/span><\/span><span class=\"TextRun SCXW33265246 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">Machine Learning systems with the integration<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">of<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">IoT devices <\/span><\/span><span class=\"TextRun SCXW33265246 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">gives<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">companies<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">the<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">ability<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">to<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">evaluate<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">and<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">adjust,<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">in<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">real<\/span> <span class=\"NormalTextRun SCXW33265246 BCX0\" data-ccp-parastyle=\"Body Text\">time, the use of energy. For example, it is possible:<\/span><\/span><span class=\"EOP SCXW33265246 BCX0\" data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:256,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Automate the lighting and air conditioning system<\/span><\/b><span data-contrast=\"auto\">, so that it is activated according to the occupation of the space and external weather conditions. This is the way to ensure that only the necessary energy is used.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:153,&quot;335559738&quot;:64,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Continuously monitor energy consumption <\/span><\/b><span data-contrast=\"auto\">in factories and warehouses to identify the areas of greatest waste and take effective measures to reduce consumption.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:830,&quot;335559738&quot;:3,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><li data-leveltext=\"\u25cf\" data-font=\"Arial MT\" data-listid=\"1\" data-list-defn-props=\"{&quot;335551671&quot;:0,&quot;335552541&quot;:1,&quot;335559685&quot;:821,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Arial MT&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Analyze both warehouse electricity demands and usage patterns in order <\/span><\/b><span data-contrast=\"auto\">to anticipate future energy needs and the possibility of optimizing resources.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:821,&quot;335559737&quot;:481,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360,&quot;469777462&quot;:[821],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">All this helps to reduce energy costs, comply with energy regulations and minimize the environmental impact of logistics.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:196,&quot;335559739&quot;:0,&quot;335559740&quot;:280}\">\u00a0<\/span><\/p><h4>As an engineering company we maintain a continuous focus on technological innovation and sustainability. We specialize in the custom development of eco-efficient automated solutions for industrial intralogistics, especially to drive the textile and fashion industry forward.<\/h4><p><span data-ccp-props=\"{&quot;335559738&quot;:200,&quot;335559739&quot;:200}\">\u00a0<\/span><\/p><h4><span class=\"TextRun SCXW69475392 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">Looking<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">for<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">a<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">machine<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">that<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">doesn&#8217;t<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">exist<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">yet?<\/span><\/span><\/h4><h4><span class=\"TextRun SCXW69475392 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">Contact<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">us<\/span><\/span><span class=\"TextRun SCXW69475392 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">.<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">At<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">TECNIMUSA<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">we<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">design<\/span> <span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">and manufacture exclusive solutions for companies aiming to <\/span><span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\">optimize<\/span><span class=\"NormalTextRun SCXW69475392 BCX0\" data-ccp-parastyle=\"Body Text\"> their operations.<\/span><\/span><span class=\"EOP SCXW69475392 BCX0\" data-ccp-props=\"{&quot;134245417&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:100,&quot;335559737&quot;:124,&quot;335559738&quot;:201,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h4>\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-9a6f455 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"9a6f455\" 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:\/\/tecnimusa.es\/en\/contact\/\">\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\">Contact us<\/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>Artificial Intelligence AI is driving a multidimensional transformation in logistics. Industries and distribution companies can now analyze data and predict behaviors or trends in the market with astonishing accuracy and speed. In addition, with AI it is possible to address&#8230;<\/p>\n","protected":false},"author":2,"featured_media":28176,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"page_builder":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-28181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Artificial Intelligence AI in logistics - Tecnimusa<\/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:\/\/tecnimusa.es\/en\/artificial-intelligence-ai-in-logistics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence AI in logistics\" \/>\n<meta property=\"og:description\" content=\"Artificial Intelligence AI is driving a multidimensional transformation in logistics. Industries and distribution companies can now analyze data and predict behaviors or trends in the market with astonishing accuracy and speed. 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