{"id":18925,"date":"2023-05-05T12:27:11","date_gmt":"2023-05-05T10:27:11","guid":{"rendered":"https:\/\/golem.ai\/?p=18925"},"modified":"2023-05-05T12:27:12","modified_gmt":"2023-05-05T10:27:12","slug":"ia-revolution-transport-logistique","status":"publish","type":"post","link":"https:\/\/miralia.ai\/en\/blog\/ia-revolution-transport-logistique","title":{"rendered":"Artificial Intelligence revolutionizes transport and logistics: 5 use cases"},"content":{"rendered":"<p><em>The transport and logistics market now represents nearly 1.8 million jobs in France according to the <\/em><a href=\"https:\/\/www.ecologie.gouv.fr\/logistique-en-france\"><em>Ministry of Ecological Transition<\/em><\/a><em>. The freight transport sector is estimated at \u20ac200 billion and represents 10% of national GDP. In this context, artificial intelligence (AI) is profoundly transforming this industry by optimizing processes and reducing costs. Adoption of AI in this sector is expanding and is expected to reach $6.8 billion by 2025. In this article, we will explore 5 notable use cases of AI in the transport and logistics sector.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. <strong>route optimization<\/strong><\/h2>\n\n\n\n<p>AI allows <strong>to optimize routes<\/strong> transport by analyzing in <strong>real-time<\/strong> traffic, weather and traffic incident data. This optimization significantly reduces transportation costs, greenhouse gas emissions and improves transportation efficiency. For example, UPS has implemented its optimization system <a href=\"https:\/\/about.ups.com\/ca\/fr\/newsroom\/press-releases\/innovation-driven\/ups-to-enhance-orion-with-continuous-delivery-route-optimization.html\">ORION<\/a> AI-based, saving about 100 million miles and 10 million gallons of fuel per year in the United States. This reduction in the distances covered not only allows <strong>to save time<\/strong>but also <strong>reduce CO2 emissions.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. <strong>Intelligent and efficient inventory management<\/strong><\/h2>\n\n\n\n<p>Inventory management is a major issue for companies in the transportation and logistics sector. AI systems can<strong> analyze historical data<\/strong> and forecast the demand for <strong>optimize inventory management<\/strong>, <strong>reduce costs<\/strong> related to overstocking and stockouts, and <strong>improve disponibility<\/strong> products for customers. For example, Amazon <a href=\"https:\/\/itsocial.fr\/enjeux-it\/enjeux-tech\/automatisation\/comment-amazon-gagne-de-l-argent-avec-ses-robots-et-sa-logistique\/\">&nbsp;save 20%<\/a> on its storage shipping charges through the use of AI to anticipate inventory needs. This optimization minimizes the costs associated with over-storage and out of stock, while ensuring optimal product availability for customers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. <strong>Automation of the order picking&nbsp;<\/strong><\/h2>\n\n\n\n<p>AI, combined with advanced robotics, enables<strong>to automate order preparation <\/strong>in warehouses, reducing errors and speeding up the process. This automation allows companies to<strong> make important savings<\/strong> in terms of <strong>time<\/strong> and <strong>workforce<\/strong>. <a href=\"https:\/\/www.mhi.org\/publications\/report\">According to a study by MHI and Deloitte<\/a>, 80% of logistics companies plan to adopt robotics and automation by 2025. Ocado, for example, has significantly increased order picking efficiency through the use of AI-guided robots in its distribution centers. This automation not only improves the efficiency and accuracy of order picking, but also reduces the risk of workplace accidents.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. <strong>Better management of requests<\/strong><\/h2>\n\n\n\n<p>AI systems like <a href=\"https:\/\/golem.ai\/fr\/produits\/inboxcare\">InboxCare<\/a> from <a href=\"https:\/\/golem.ai\/fr\/\">Golem.ai<\/a> improve the management of incoming requests using<strong> natural language interpretation<\/strong>. These solutions make it possible to identify <strong>automatically<\/strong> freight tracking requests, extract key information such as customer account number, location, date or order status via API, and automatically send the response to customers. According to a study by <a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/featured%20insights\/Digital%20Disruption\/Harnessing%20automation%20for%20a%20future%20that%20works\/MGI-A-future-that-works_Full-report.ashx\">McKinsey<\/a>, adopting AI solutions for request management can reduce transaction processing costs in customer service centers by 30-70%. For example, <a href=\"https:\/\/golem.ai\/fr\/produits\/inboxcare\">InboxCare<\/a> from <a href=\"https:\/\/golem.ai\/fr\/\">Golem.ai<\/a> uses proprietary technology based on <strong>symbolic artificial intelligence<\/strong> to automatically categorize incoming requests and generate automatic responses, <strong>improving customer experience<\/strong> and<strong>freeing up time for employees.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. <strong>More sustainable and environmentally friendly logistics<\/strong><\/h2>\n\n\n\n<p><strong>Artificial intelligence<\/strong> can contribute to <strong>more environmentally friendly logistics<\/strong> in <strong>optimizing<\/strong> routes to reduce greenhouse gas emissions by <strong>improving<\/strong> energy efficiency of vehicles and <strong>fostering<\/strong> transition to more sustainable transportation solutions. According to a study by <a href=\"https:\/\/www.mckinsey.com\/industries\/travel-logistics-and-infrastructure\/our-insights\/powering-the-transition-to-zero-emission-trucks-through-infrastructure\">McKinsey<\/a>, the United States has committed to 100% domestic ZEA (zero-emission) truck sales by 2040. In addition, companies such as <strong>Tesla<\/strong> use AI to improve <strong>l&rsquo;autonomie<\/strong> and <strong>performance<\/strong> their vehicles, thus helping to reduce the impact of the transport sector on the environment.<\/p>\n\n\n\n<p><strong><em>In conclusion, artificial intelligence is revolutionizing the transport and logistics sector through a multitude of use cases. According to <\/em><\/strong><a href=\"https:\/\/www.gartner.com\/en\/topics\/artificial-intelligence\"><strong><em>a study by Gartner<\/em><\/strong><\/a><strong><em>, by 2025, half of companies will have developed orchestration platforms for artificial intelligence, while in 2020, less than 10% of them were equipped with them. From route optimization to inventory management, automation of order picking, improvement of demand management and promotion of more sustainable logistics, AI offers considerable opportunities to improve the efficiency and competitiveness of companies in this growing sector.<\/em><\/strong><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>D\u00e9couvrez comment l&rsquo;IA r\u00e9volutionne la logistique et le transport avec 5 cas d&rsquo;usage cl\u00e9s qui optimisent les processus et r\u00e9duisent les co\u00fbts.<!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>","protected":false},"author":15,"featured_media":18929,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[68,129,111],"tags":[76,75,165,166],"class_list":["post-18925","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-produit","category-relation-client","tag-ia","tag-intelligence-artificielle","tag-logistique","tag-transport"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA, transport et logistique: 5 cas d&#039;usage innovants<\/title>\n<meta name=\"description\" content=\"Explorez 5 cas d&#039;usage marquants de l&#039;IA dans le transport et la logistique, am\u00e9liorant l&#039;efficacit\u00e9, r\u00e9duisant les co\u00fbts et favorisant la durabilit\u00e9.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/miralia.ai\/en\/blog\/ia-revolution-transport-logistique\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;IA transforme le transport et la logistique: 5 cas d&#039;usage\" \/>\n<meta property=\"og:description\" content=\"L&#039;intelligence artificielle r\u00e9volutionne le secteur du transport et de la logistique. D\u00e9couvrez 5 cas d&#039;usage cl\u00e9s qui optimisent les processus.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/miralia.ai\/en\/blog\/ia-revolution-transport-logistique\/\" \/>\n<meta property=\"og:site_name\" content=\"Miralia.ai\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-05T10:27:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-05T10:27:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174032\/Visuels-reseaux-sociaux-1600x900-7.png\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Hector Merindol\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@miralia_ai\" \/>\n<meta name=\"twitter:site\" content=\"@miralia_ai\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique\"},\"author\":{\"name\":\"Hector Merindol\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/645b9172a0864b93b05e6d99724763fa\"},\"headline\":\"L&rsquo;Intelligence Artificielle r\u00e9volutionne le transport et la logistique : 5 cas d&rsquo;usage marquants\",\"datePublished\":\"2023-05-05T10:27:11+00:00\",\"dateModified\":\"2023-05-05T10:27:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique\"},\"wordCount\":921,\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/04174055\\\/Blog-visuels-petite-banniere-570x200-7.png\",\"keywords\":[\"IA\",\"intelligence artificielle\",\"logistique\",\"transport\"],\"articleSection\":[\"Blog\",\"Produit\",\"Relation Client\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique\",\"url\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique\",\"name\":\"IA, transport et logistique: 5 cas d'usage innovants\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/04174055\\\/Blog-visuels-petite-banniere-570x200-7.png\",\"datePublished\":\"2023-05-05T10:27:11+00:00\",\"dateModified\":\"2023-05-05T10:27:12+00:00\",\"description\":\"Explorez 5 cas d'usage marquants de l'IA dans le transport et la logistique, am\u00e9liorant l'efficacit\u00e9, r\u00e9duisant les co\u00fbts et favorisant la durabilit\u00e9.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ia-revolution-transport-logistique#primaryimage\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/04174032\\\/Visuels-reseaux-sociaux-1600x900-7.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/04174032\\\/Visuels-reseaux-sociaux-1600x900-7.png\",\"width\":\"\",\"height\":\"\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"name\":\"Miralia.ai\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\",\"name\":\"Miralia\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"width\":1061,\"height\":211,\"caption\":\"Miralia\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/miralia_ai\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/miralia\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/645b9172a0864b93b05e6d99724763fa\",\"name\":\"Hector Merindol\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/10165407\\\/hector-merindol-1-150x150.png\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/10165407\\\/hector-merindol-1-150x150.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/10165407\\\/hector-merindol-1-150x150.png\",\"caption\":\"Hector Merindol\"},\"url\":\"https:\\\/\\\/miralia.ai\\\/en\\\/auteur\\\/hector\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"IA, transport et logistique: 5 cas d'usage innovants","description":"Explorez 5 cas d'usage marquants de l'IA dans le transport et la logistique, am\u00e9liorant l'efficacit\u00e9, r\u00e9duisant les co\u00fbts et favorisant la durabilit\u00e9.","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:\/\/miralia.ai\/en\/blog\/ia-revolution-transport-logistique\/","og_locale":"en_US","og_type":"article","og_title":"L'IA transforme le transport et la logistique: 5 cas d'usage","og_description":"L'intelligence artificielle r\u00e9volutionne le secteur du transport et de la logistique. D\u00e9couvrez 5 cas d'usage cl\u00e9s qui optimisent les processus.","og_url":"https:\/\/miralia.ai\/en\/blog\/ia-revolution-transport-logistique\/","og_site_name":"Miralia.ai","article_published_time":"2023-05-05T10:27:11+00:00","article_modified_time":"2023-05-05T10:27:12+00:00","og_image":[{"url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174032\/Visuels-reseaux-sociaux-1600x900-7.png","width":"","height":"","type":"image\/png"}],"author":"Hector Merindol","twitter_card":"summary_large_image","twitter_creator":"@miralia_ai","twitter_site":"@miralia_ai","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique#article","isPartOf":{"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique"},"author":{"name":"Hector Merindol","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/645b9172a0864b93b05e6d99724763fa"},"headline":"L&rsquo;Intelligence Artificielle r\u00e9volutionne le transport et la logistique : 5 cas d&rsquo;usage marquants","datePublished":"2023-05-05T10:27:11+00:00","dateModified":"2023-05-05T10:27:12+00:00","mainEntityOfPage":{"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique"},"wordCount":921,"publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"image":{"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174055\/Blog-visuels-petite-banniere-570x200-7.png","keywords":["IA","intelligence artificielle","logistique","transport"],"articleSection":["Blog","Produit","Relation Client"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique","url":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique","name":"IA, transport et logistique: 5 cas d'usage innovants","isPartOf":{"@id":"https:\/\/miralia.ai\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique#primaryimage"},"image":{"@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174055\/Blog-visuels-petite-banniere-570x200-7.png","datePublished":"2023-05-05T10:27:11+00:00","dateModified":"2023-05-05T10:27:12+00:00","description":"Explorez 5 cas d'usage marquants de l'IA dans le transport et la logistique, am\u00e9liorant l'efficacit\u00e9, r\u00e9duisant les co\u00fbts et favorisant la durabilit\u00e9.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/miralia.ai\/blog\/ia-revolution-transport-logistique#primaryimage","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174032\/Visuels-reseaux-sociaux-1600x900-7.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/05\/04174032\/Visuels-reseaux-sociaux-1600x900-7.png","width":"","height":""},{"@type":"WebSite","@id":"https:\/\/miralia.ai\/fr\/#website","url":"https:\/\/miralia.ai\/fr\/","name":"Miralia.ai","description":"","publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/miralia.ai\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/miralia.ai\/fr\/#organization","name":"Miralia","url":"https:\/\/miralia.ai\/fr\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","width":1061,"height":211,"caption":"Miralia"},"image":{"@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/miralia_ai","https:\/\/www.linkedin.com\/company\/miralia\/"]},{"@type":"Person","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/645b9172a0864b93b05e6d99724763fa","name":"Hector Merindol","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/01\/10165407\/hector-merindol-1-150x150.png","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/01\/10165407\/hector-merindol-1-150x150.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2023\/01\/10165407\/hector-merindol-1-150x150.png","caption":"Hector Merindol"},"url":"https:\/\/miralia.ai\/en\/auteur\/hector"}]}},"_links":{"self":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/18925","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/comments?post=18925"}],"version-history":[{"count":5,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/18925\/revisions"}],"predecessor-version":[{"id":18941,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/18925\/revisions\/18941"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/media\/18929"}],"wp:attachment":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/media?parent=18925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/categories?post=18925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/tags?post=18925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}