{"id":2485,"date":"2025-10-20T21:06:46","date_gmt":"2025-10-20T21:06:46","guid":{"rendered":"https:\/\/azafra.mx\/?p=2485"},"modified":"2025-11-07T16:43:03","modified_gmt":"2025-11-07T16:43:03","slug":"digital-twins-in-global-supply-chain-management","status":"publish","type":"post","link":"https:\/\/azafra.mx\/en\/digital-twins-in-global-supply-chain-management\/","title":{"rendered":"Digital twins in global supply chain management"},"content":{"rendered":"<p class=\"wp-block-paragraph\">In our last article we talked about <a href=\"https:\/\/azafra.mx\/en\/the-tariff-domino-effect-why-one-policy-can-change-entire-markets\/\"><strong>the tariff domino effect<\/strong><\/a><strong>, <\/strong>especially how it affects the entire global market. <strong>&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now, entering on today\u2019s matter, we are in an era where <strong>supply chains<\/strong> stretch across continents and operate in increasingly complex ecosystems, that\u2019s why businesses are turning to innovative technologies to gain real-time insights, boost efficiency, and mitigate risk.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Among these emerging technologies, <strong>digital twins<\/strong> are quickly becoming a game-changer in <strong>global supply chain management<\/strong>. In this article, our <a href=\"https:\/\/azafra.mx\/en\/customs-broker-services\/\"><strong>Mexican customs brokers<\/strong><\/a> will explore how digital twins are revolutionizing supply chain visibility, resilience, and decision-making on a global scale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What are digital twins?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Digital twins are dynamic, <strong>real-time virtual replicas of physical assets, systems, or processes<\/strong> that use <strong>data and simulation<\/strong> to mirror their real-world counterparts. Originally developed in the manufacturing and aerospace sectors, digital twins have evolved into a powerful tool for a wide range of industries, especially in the context of <strong>global supply chain management.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At their core, <a href=\"https:\/\/www.ibm.com\/mx-es\/think\/topics\/digital-twin\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>digital twins<\/strong><\/a> function by integrating <strong>data from sensors, IoT devices, ERP systems<\/strong>, and other sources to create a digital representation that updates in real time. This allows businesses to <strong>visualize how assets are performing<\/strong> and make informed decisions. In supply chains, this might include <strong>replicating a warehouse<\/strong>, a fleet of delivery vehicles, or even an entire <strong>end-to-end logistics network<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For <strong>global supply chains<\/strong>, where delays, inefficiencies, and disruptions can have ripple effects across continents, digital twins offer <strong>unprecedented levels of insight, responsiveness, and control.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"934\" height=\"623\" src=\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-digital-tools.jpg\" alt=\"customs brokers working with digital tools\" class=\"wp-image-2487\" style=\"object-fit:cover;width:534px;height:356px\" srcset=\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-digital-tools.jpg 934w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-digital-tools-300x200.jpg 300w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-digital-tools-768x512.jpg 768w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-digital-tools-18x12.jpg 18w\" sizes=\"(max-width: 934px) 100vw, 934px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The role of digital twins in supply chain management<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As we mentioned, nowadays supply chains must be more agile, transparent, and resilient than ever. Digital twins are playing an increasingly strategic role in helping companies achieve these goals by offering a virtual, data-driven view of their supply chain operations. Through <strong>real-time modeling and simulation<\/strong>, digital twins enable organizations to better manage everything <strong>from inventory and logistics<\/strong> to demand forecasting and risk mitigation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One of the most significant advantages of digital twins in supply chain management is <strong>real-time visibility<\/strong>. This allows decision-makers to monitor performance indicators such as production rates, shipping statuses, and inventory levels, all in one centralized platform. This visibility is especially crucial in <strong>global supply chains<\/strong>, where disruptions in one region can quickly impact operations across multiple countries.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Another key role of digital twins is in <strong>predictive maintenance and risk management<\/strong>. For example, by analyzing data from equipment and transportation assets, companies can <strong>anticipate mechanical failures or bottlenecks<\/strong> before they occur.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ultimately, digital twins serve as a bridge between the physical and digital worlds, enabling <strong>supply chains to become more intelligent, responsive, and adaptive.<\/strong> As global trade continues to face challenges such as geopolitical instability, demand volatility, and climate disruptions, the role of digital twins in supply chain management is only expected to grow in significance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Benefits of digital twins in global supply chains<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Some of the benefits you may already infer from what we explained above, However, they don\u2019t just offer visibility, they are complex systems that offer benefits both strategic and operational, adding value across cost, performance, and risk dimensions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hereunder, we break down the <strong>main advantages of digital twins in global supply chain management<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.- Improved operational efficiency<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Digital twins provide a real-time overview of operations, which allows organizations to <strong>identify inefficiencies, streamline workflows, and reduce downtime<\/strong>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whether it\u2019s <strong>optimizing warehouse layouts<\/strong>, refining production schedules, or <strong>balancing inventory<\/strong> across regions, the insights generated by digital twins help supply chain managers make smarter, faster decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, by <strong>simulating different process flows or logistics scenarios<\/strong>, businesses can uncover bottlenecks or underutilized resources. These simulations enable companies to implement process improvements <strong>without interrupting day-to-day operations,<\/strong> leading to measurable <strong>gains in productivity and throughput<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.- Greater resilience and agility<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One of the most critical advantages of digital twins in global supply chains is their <strong>ability to enhance resilience<\/strong>. In a world where geopolitical shifts, natural disasters, and supply shocks are becoming more frequent, companies need the ability to <strong>quickly assess and respond to disruptions.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Digital twins enable supply chain leaders to <strong>simulate \u201cwhat-if\u201d scenarios<\/strong>, such as supplier failures, port closures, or demand spikes, and plan contingency responses in advance.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This kind of<strong> proactive modeling <\/strong>supports<strong> faster recovery times and reduces the impact of unforeseen events.<\/strong> As a result, businesses become more agile and better equipped to maintain service levels, even under pressure.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"934\" height=\"623\" src=\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-technology.jpg\" alt=\"customs brokers agents working with digital twins \" class=\"wp-image-2488\" style=\"object-fit:cover;width:534px;height:356px\" srcset=\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-technology.jpg 934w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-technology-300x200.jpg 300w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-technology-768x512.jpg 768w, https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/supply-chain-technology-18x12.jpg 18w\" sizes=\"(max-width: 934px) 100vw, 934px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.- Cost reduction and resource optimization<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">By providing precise visibility into operations, digital twins help <strong>reduce waste, lower operational costs,<\/strong> and optimize resource allocation. From minimizing excess inventory, reducing transportation inefficiencies and avoiding equipment breakdowns through predictive maintenance, the<strong> cost-saving potential is significant.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Moreover, by <strong>forecasting demand<\/strong> more accurately companies can <strong>avoid overproduction and underutilization of storage <\/strong>or transport capacity. This not only reduces overhead but also supports more <strong>sustainable operations<\/strong>, a growing priority for supply chains facing environmental regulations and consumer pressure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now that you\u2019ve learned more about digital twins in global supply chain management, what are you waiting for to incorporate them into your business strategies? In case you need assistance, don\u2019t hesitate to contact us, a member of our team will be glad to help you.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you find this article useful, share it on social media and stay tuned to our blog for more updates in the international trade and customs landscape.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>In our last article we talked about the tariff domino effect, especially how it affects the entire global market. &nbsp; [&hellip;]<\/p>","protected":false},"author":1,"featured_media":2486,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","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":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_joinchat":[],"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2485","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mexican-customs-broker"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Digital twins in global supply chain management - AZAFRA international<\/title>\n<meta name=\"description\" content=\"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/azafra.mx\/en\/digital-twins-in-global-supply-chain-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Digital twins in global supply chain management - AZAFRA international\" \/>\n<meta property=\"og:description\" content=\"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/azafra.mx\/en\/digital-twins-in-global-supply-chain-management\/\" \/>\n<meta property=\"og:site_name\" content=\"AZAFRA international\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-20T21:06:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-07T16:43:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"934\" \/>\n\t<meta property=\"og:image:height\" content=\"623\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Azafra\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Azafra\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/\"},\"author\":{\"name\":\"Azafra\",\"@id\":\"https:\/\/azafra.mx\/#\/schema\/person\/2bbb9efbf52f613aa783b95b6676a1f3\"},\"headline\":\"Digital twins in global supply chain management\",\"datePublished\":\"2025-10-20T21:06:46+00:00\",\"dateModified\":\"2025-11-07T16:43:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/\"},\"wordCount\":893,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/azafra.mx\/#organization\"},\"image\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg\",\"articleSection\":[\"Mexican customs broker\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/\",\"url\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/\",\"name\":\"Digital twins in global supply chain management - AZAFRA international\",\"isPartOf\":{\"@id\":\"https:\/\/azafra.mx\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg\",\"datePublished\":\"2025-10-20T21:06:46+00:00\",\"dateModified\":\"2025-11-07T16:43:03+00:00\",\"description\":\"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.\",\"breadcrumb\":{\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage\",\"url\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg\",\"contentUrl\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg\",\"width\":934,\"height\":623,\"caption\":\"use of technology for supply chain\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\/\/azafra.mx\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Digital twins in global supply chain management\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/azafra.mx\/#website\",\"url\":\"https:\/\/azafra.mx\/\",\"name\":\"AZAFRA international\",\"description\":\"Agencia Aduanal\",\"publisher\":{\"@id\":\"https:\/\/azafra.mx\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/azafra.mx\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/azafra.mx\/#organization\",\"name\":\"AZAFRA international\",\"url\":\"https:\/\/azafra.mx\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/azafra.mx\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2024\/08\/LOGO-AZAFRA-scaled.png\",\"contentUrl\":\"https:\/\/azafra.mx\/wp-content\/uploads\/2024\/08\/LOGO-AZAFRA-scaled.png\",\"width\":2560,\"height\":645,\"caption\":\"AZAFRA international\"},\"image\":{\"@id\":\"https:\/\/azafra.mx\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/azafra.mx\/#\/schema\/person\/2bbb9efbf52f613aa783b95b6676a1f3\",\"name\":\"Azafra\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/azafra.mx\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/2378178dc46fcd73367e650f07a4c8f2ea5c1216c3a09536bf92eeccd6a3ee76?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/2378178dc46fcd73367e650f07a4c8f2ea5c1216c3a09536bf92eeccd6a3ee76?s=96&d=mm&r=g\",\"caption\":\"Azafra\"},\"sameAs\":[\"https:\/\/azafra.mx\"],\"url\":\"https:\/\/azafra.mx\/en\/author\/azafra_admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Digital twins in global supply chain management - AZAFRA international","description":"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/azafra.mx\/en\/digital-twins-in-global-supply-chain-management\/","og_locale":"en_US","og_type":"article","og_title":"Digital twins in global supply chain management - AZAFRA international","og_description":"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.","og_url":"https:\/\/azafra.mx\/en\/digital-twins-in-global-supply-chain-management\/","og_site_name":"AZAFRA international","article_published_time":"2025-10-20T21:06:46+00:00","article_modified_time":"2025-11-07T16:43:03+00:00","og_image":[{"width":934,"height":623,"url":"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg","type":"image\/jpeg"}],"author":"Azafra","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Azafra","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#article","isPartOf":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/"},"author":{"name":"Azafra","@id":"https:\/\/azafra.mx\/#\/schema\/person\/2bbb9efbf52f613aa783b95b6676a1f3"},"headline":"Digital twins in global supply chain management","datePublished":"2025-10-20T21:06:46+00:00","dateModified":"2025-11-07T16:43:03+00:00","mainEntityOfPage":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/"},"wordCount":893,"commentCount":0,"publisher":{"@id":"https:\/\/azafra.mx\/#organization"},"image":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage"},"thumbnailUrl":"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg","articleSection":["Mexican customs broker"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/","url":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/","name":"Digital twins in global supply chain management - AZAFRA international","isPartOf":{"@id":"https:\/\/azafra.mx\/#website"},"primaryImageOfPage":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage"},"image":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage"},"thumbnailUrl":"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg","datePublished":"2025-10-20T21:06:46+00:00","dateModified":"2025-11-07T16:43:03+00:00","description":"Digital twins are becoming a game-changer in global supply chain management, as they are revolutionizing supply chain visibility.","breadcrumb":{"@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#primaryimage","url":"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg","contentUrl":"https:\/\/azafra.mx\/wp-content\/uploads\/2025\/10\/digital-twins-for-supply-chain.jpg","width":934,"height":623,"caption":"use of technology for supply chain"},{"@type":"BreadcrumbList","@id":"https:\/\/azafra.mx\/digital-twins-in-global-supply-chain-management\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/azafra.mx\/"},{"@type":"ListItem","position":2,"name":"Digital twins in global supply chain management"}]},{"@type":"WebSite","@id":"https:\/\/azafra.mx\/#website","url":"https:\/\/azafra.mx\/","name":"AZAFRA international","description":"Agencia Aduanal","publisher":{"@id":"https:\/\/azafra.mx\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/azafra.mx\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/azafra.mx\/#organization","name":"AZAFRA international","url":"https:\/\/azafra.mx\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azafra.mx\/#\/schema\/logo\/image\/","url":"https:\/\/azafra.mx\/wp-content\/uploads\/2024\/08\/LOGO-AZAFRA-scaled.png","contentUrl":"https:\/\/azafra.mx\/wp-content\/uploads\/2024\/08\/LOGO-AZAFRA-scaled.png","width":2560,"height":645,"caption":"AZAFRA international"},"image":{"@id":"https:\/\/azafra.mx\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/azafra.mx\/#\/schema\/person\/2bbb9efbf52f613aa783b95b6676a1f3","name":"Azafra","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azafra.mx\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/2378178dc46fcd73367e650f07a4c8f2ea5c1216c3a09536bf92eeccd6a3ee76?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2378178dc46fcd73367e650f07a4c8f2ea5c1216c3a09536bf92eeccd6a3ee76?s=96&d=mm&r=g","caption":"Azafra"},"sameAs":["https:\/\/azafra.mx"],"url":"https:\/\/azafra.mx\/en\/author\/azafra_admin\/"}]}},"_links":{"self":[{"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/posts\/2485","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/comments?post=2485"}],"version-history":[{"count":1,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/posts\/2485\/revisions"}],"predecessor-version":[{"id":2489,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/posts\/2485\/revisions\/2489"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/media\/2486"}],"wp:attachment":[{"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/media?parent=2485"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/categories?post=2485"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/azafra.mx\/en\/wp-json\/wp\/v2\/tags?post=2485"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}