{"id":2943,"date":"2025-01-05T11:49:04","date_gmt":"2025-01-05T11:49:04","guid":{"rendered":"https:\/\/nx365.ai\/2025\/01\/05\/supply-chain\/"},"modified":"2025-05-26T12:46:10","modified_gmt":"2025-05-26T12:46:10","slug":"supply-chain","status":"publish","type":"post","link":"https:\/\/nx365.ai\/en\/2025\/01\/05\/supply-chain\/","title":{"rendered":"Supply chain"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-text-align-center\"><strong>Intelligent Supply Chain Management System<\/strong><\/h3>\n\n<p>The supply chain management system is an advanced tool that integrates various aspects of enterprise operations in order to optimize and monitor the entire supply process. Using the latest IT technologies and analytical models based on artificial intelligence algorithms, the system enables detailed prediction and effective resource management.  <\/p>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Data prediction and analysis <\/strong><\/h4>\n\n<p>The system offers comprehensive analyses based on the company&#8217;s historical data. For example, demand prediction allows companies to prepare for future market demand. By analyzing returns and complaints, companies can proactively manage risk and improve the quality of their products. Analysis of delivery delays takes into account various factors, such as weather conditions or road traffic.    <\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"672\" height=\"524\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image.png\" alt=\"\" class=\"wp-image-1931\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image.png 672w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-300x234.png 300w\" sizes=\"(max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"672\" height=\"530\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-1.png\" alt=\"\" class=\"wp-image-1933\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-1.png 672w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-1-300x237.png 300w\" sizes=\"(max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n<\/div>\n\n<p class=\"has-text-align-center\"><em> <br \/>Fig 1: Example of sales trend analysis and demand prediction. <\/em><\/p>\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Automatic quality control <\/strong><\/h4>\n\n<p>Advanced optical detection algorithms support the automation of quality control processes, identifying damage or analyzing the aging process of products. Deep learning methods enable significant increases in precision and shortens the response time to detected problems.  <\/p>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"493\" height=\"153\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-5.png\" alt=\"\" class=\"wp-image-1938\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-5.png 493w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-5-300x93.png 300w\" sizes=\"(max-width: 493px) 100vw, 493px\" \/><figcaption class=\"wp-element-caption\"><em>Fig. 2: Automatic quality control based on optical detection. <\/em><\/figcaption><\/figure>\n\n<p><\/p>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Monitoring and designing business processes <\/strong><\/h4>\n\n<p>The use of technologies such as Camunda enables visualization, design and effective management of business processes. Support from Excamad and Grafana tools additionally allows for detailed monitoring of processes in real time, which translates into increased efficiency and optimization of their course.  <\/p>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"543\" height=\"370\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-4.png\" alt=\"\" class=\"wp-image-1936\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-4.png 543w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-4-300x204.png 300w\" sizes=\"(max-width: 543px) 100vw, 543px\" \/><figcaption class=\"wp-element-caption\"><em>Fig. 3: Monitoring and visualization of business processes. <\/em><\/figcaption><\/figure>\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Scalability and flexibility of the system <\/strong><\/h4>\n\n<p><br \/>The system offers flexible implementation models, from local solutions (on-premise), through cloud models, to hybrid implementations. The use of architecture based on microservices and containerization allows for easy scalability of the system, enabling management of both small and large data sets using technologies such as Apache Spark.  <\/p>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"468\" height=\"311\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-2.png\" alt=\"\" class=\"wp-image-1935\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-2.png 468w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-2-300x199.png 300w\" sizes=\"(max-width: 468px) 100vw, 468px\" \/><figcaption class=\"wp-element-caption\"><em>Fig. 4: Example model of system implementation in hybrid architecture. <\/em><\/figcaption><\/figure>\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Integration of data and tools <\/strong><\/h4>\n\n<p>The system provides the possibility of integration with existing ERP, CRM, MES platforms. Thanks to the use of standard communication protocols, including REST, and tools such as Prometheus and Grafana, it is possible to effectively monitor and optimize all processes and easily adapt to the user&#8217;s needs.  <\/p>\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Tracking the product life cycle <\/strong><\/h4>\n\n<p>Thanks to RFID technology, the system allows for tracking products at every stage of the supply chain &#8211; from warehouses, through the delivery process, to store shelves. This allows for ongoing control of inventory, optimization of delivery routes and more effective resource management.  <\/p>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"442\" height=\"273\" src=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-3.png\" alt=\"\" class=\"wp-image-1937\" srcset=\"https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-3.png 442w, https:\/\/nx365.ai\/wp-content\/uploads\/2025\/05\/image-3-300x185.png 300w\" sizes=\"(max-width: 442px) 100vw, 442px\" \/><figcaption class=\"wp-element-caption\"> Fig. 5: Tracking products using RFID technology. <\/figcaption><\/figure>\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p>Thanks to its comprehensive approach, the Intelligent Supply Chain Management System contributes to a significant increase in operational efficiency, minimizing costs and improving the quality of services provided. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Intelligent Supply Chain Management System The supply chain management system is an advanced tool that integrates various aspects of enterprise operations in order to optimize and monitor the entire supply process. Using the latest IT technologies and analytical models based on artificial intelligence algorithms, the system enables detailed prediction and effective resource management. Data prediction [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":1930,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,30,34],"tags":[],"class_list":["post-2943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-applications","category-news-ai-en","category-product-platform-applications"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Supply chain - nx365.ai<\/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:\/\/nx365.ai\/en\/2025\/01\/05\/supply-chain\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Supply chain - nx365.ai\" \/>\n<meta property=\"og:description\" content=\"Intelligent Supply Chain Management System The supply chain management system is an advanced tool that integrates various aspects of enterprise operations in order to optimize and monitor the entire supply process. 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