{"id":1009,"date":"2026-10-03T00:45:51","date_gmt":"2026-10-03T00:45:51","guid":{"rendered":"https:\/\/vietship.net\/en\/?p=1009"},"modified":"2026-10-03T00:45:51","modified_gmt":"2026-10-03T00:45:51","slug":"how-ai-and-big-data-are-applied-in-customs-management","status":"publish","type":"post","link":"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/","title":{"rendered":"How AI and Big Data Are Applied in Customs Management"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_87 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6adc7f2022b71\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6adc7f2022b71\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#How_AI_and_Big_Data_Are_Applied_in_Customs_Management\" >How AI and Big Data Are Applied in Customs Management<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#11_Core_Applications_of_AI_Big_Data_in_Customs_Operations\" >1.1. Core Applications of AI &amp; Big Data in Customs Operations<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#111_Predictive_Risk_Analytics_Automated_Channel_Assignment\" >1.1.1. Predictive Risk Analytics &amp; Automated Channel Assignment<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#112_Smart_Container_Scanning_Automated_Identification\" >1.1.2. Smart Container Scanning &amp; Automated Identification<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#12_5-Step_Automated_Clearance_Process_Driven_by_AI_Big_Data\" >1.2. 5-Step Automated Clearance Process Driven by AI &amp; Big Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#13_Solutions_for_Enterprises_to_Adapt_to_Smart_Customs_Systems\" >1.3. Solutions for Enterprises to Adapt to Smart Customs Systems<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#131_Standardizing_Declaration_Data_Legal_Compliance\" >1.3.1. Standardizing Declaration Data &amp; Legal Compliance<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#14_Supply_Chain_Benefits_of_AI_and_Big_Data_Customs_Administration\" >1.4. Supply Chain Benefits of AI and Big Data Customs Administration<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#141_Optimizing_Performance_Safeguarding_Brands\" >1.4.1. Optimizing Performance &amp; Safeguarding Brands<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#15_Conclusion\" >1.5. Conclusion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#16_Related_Resources\" >1.6. Related Resources<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vietship.net\/en\/how-ai-and-big-data-are-applied-in-customs-management.html\/#Separate_Section_Frequently_Asked_Questions_Q_A\" >Separate Section: Frequently Asked Questions (Q&amp;A)<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<div id=\"model-response-message-contentr_f9b17ee85016d1a7\" class=\"markdown markdown-main-panel md-content enable-luminous-fast-follows enable-updated-hr-color stronger\" dir=\"ltr\" aria-busy=\"false\" aria-live=\"polite\">\n<h1 data-path-to-node=\"0\"><span class=\"ez-toc-section\" id=\"How_AI_and_Big_Data_Are_Applied_in_Customs_Management\"><\/span>How AI and Big Data Are Applied in Customs Management<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div>Artificial Intelligence (AI) and Big Data are fundamentally reshaping modern customs administration. Implementing these technologies automates clearance workflows, boosts fraud detection capabilities, and optimizes operational costs for trading enterprises.<\/div>\n<div>Digital customs transformation brings transparency to <b data-path-to-node=\"2\" data-index-in-node=\"54\">s\u1ea3n ph\u1ea9m<\/b> (product) details, proactively controls logistics <b data-path-to-node=\"2\" data-index-in-node=\"113\">gi\u00e1 c\u1ea3<\/b> (pricing), ensures smooth supply through every <b data-path-to-node=\"2\" data-index-in-node=\"167\">k\u00eanh ph\u00e2n ph\u1ed1i<\/b> (distribution channel), and provides strong leverage for global <b data-path-to-node=\"2\" data-index-in-node=\"246\">x\u00fac ti\u1ebfn th\u01b0\u01a1ng m\u1ea1i<\/b> (trade promotion).<\/div>\n<h2 data-path-to-node=\"4\"><span class=\"ez-toc-section\" id=\"11_Core_Applications_of_AI_Big_Data_in_Customs_Operations\"><\/span>1.1. Core Applications of AI &amp; Big Data in Customs Operations<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>Customs authorities globally and in Vietnam are aggressively deploying advanced technologies into management.<\/div>\n<h3 data-path-to-node=\"6\"><span class=\"ez-toc-section\" id=\"111_Predictive_Risk_Analytics_Automated_Channel_Assignment\"><\/span>1.1.1. Predictive Risk Analytics &amp; Automated Channel Assignment<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-path-to-node=\"7\">\n<li>\n<div><b data-path-to-node=\"7,0,0\" data-index-in-node=\"0\">Big Data Aggregation:<\/b> Systems consolidate clearance histories, tax records, and international bills of lading.<\/div>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/encrypted-tbn0.gstatic.com\/images?q=tbn:ANd9GcSpQ6JwnA2K3lBKtXSYks13-X9zE-9dvXh_NltpuqdSXA&amp;s=10\" alt=\"Big data l\u00e0 g\u00ec? 5 \u1ee9ng d\u1ee5ng trong v\u1eadn h\u00e0nh doanh nghi\u1ec7p\" \/><\/p>\n<ul data-path-to-node=\"7\">\n<li>\n<div><b data-path-to-node=\"7,1,0\" data-index-in-node=\"0\">Machine Learning Models:<\/b> AI analyzes behavioral patterns to predict valuation fraud, incorrect HS codes, or origin falsification.<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"7,2,0\" data-index-in-node=\"0\">Automated Channeling:<\/b> Systems assign Green, Yellow, or Red Channel status based on real-time risk scores.<\/div>\n<\/li>\n<\/ul>\n<h3 data-path-to-node=\"8\"><span class=\"ez-toc-section\" id=\"112_Smart_Container_Scanning_Automated_Identification\"><\/span>1.1.2. Smart Container Scanning &amp; Automated Identification<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-path-to-node=\"9\">\n<li>\n<div><b data-path-to-node=\"9,0,0\" data-index-in-node=\"0\">AI Image Recognition:<\/b> Algorithms scan X-ray container images automatically to detect contraband or hidden goods.<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"9,1,0\" data-index-in-node=\"0\">OCR Plate &amp; Code Recognition:<\/b> AI reads container numbers and truck license plates at port gates for instant release.<\/div>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.nhatthuc.com.vn\/images_upload\/2026\/T1.2026\/camera-ai-nhan-dien-bien-so-xe-container-tich-hop-barrier-tu-dong.jpg\" alt=\"Gi\u1ea3i ph\u00e1p Camera AI Nh\u1eadn di\u1ec7n bi\u1ec3n s\u1ed1 &amp; \u0110\u1ebfm Container t\u1ef1 \u0111\u1ed9ng cho Doanh  nghi\u1ec7p\" \/><\/p>\n<h2 data-path-to-node=\"11\"><span class=\"ez-toc-section\" id=\"12_5-Step_Automated_Clearance_Process_Driven_by_AI_Big_Data\"><\/span>1.2. 5-Step Automated Clearance Process Driven by AI &amp; Big Data<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>The import-export clearance chain achieves maximum automation through integrated technologies:<\/div>\n<div class=\"attachment-container unknown\">\n<div class=\"sequence-container\" data-hveid=\"0\" data-ved=\"0CAAQse0SahgKEwjOgLaDnpuXAxUAAAAAHQAAAAAQwQo\">\n<div class=\"sequence-event ng-star-inserted\">\n<div class=\"sequence-event-content\">\n<div class=\"sequence-event-description gds-body-l\"><span class=\"only-show-to-message-actions\" data-test-id=\"sequence-export-header\"><strong>1.Input Data Aggregation (Big Data):<\/strong>Transmitting electronic declarations.<\/span><\/p>\n<div class=\"ng-star-inserted\">Systems receive declarations, invoices, and bills of lading, cross-checking against global trade databases.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"sequence-event ng-star-inserted\">\n<div class=\"sequence-event-content\">\n<div class=\"sequence-event-description gds-body-l\"><span class=\"only-show-to-message-actions\" data-test-id=\"sequence-export-header\"><strong>2.Automated Risk Assessment &amp; Channeling:<\/strong>AI risk scoring models.<\/span><\/p>\n<div class=\"ng-star-inserted\">Algorithms analyze enterprise compliance histories and valuation indices to assign channels within seconds.<\/div>\n<div><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/encrypted-tbn0.gstatic.com\/images?q=tbn:ANd9GcSyg7b4SedBNg9vT7F7sgnefiwmjGKeyVmknmsJBMt0gw&amp;s=10\" alt=\"N\u00e2ng cao k\u1ef9 n\u0103ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh m\u00e1y soi chi\u1ebfu h\u00e0ng h\u00f3a, container\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"sequence-event ng-star-inserted\">\n<div class=\"sequence-event-content\">\n<div class=\"sequence-event-description gds-body-l\"><span class=\"only-show-to-message-actions\" data-test-id=\"sequence-export-header\"><strong>3.Smart Scanning &amp; Image Analysis:<\/strong>AI-powered X-ray scanners.<\/span><\/p>\n<div class=\"ng-star-inserted\">Containers pass through scanners where AI evaluates density and alerts officers to visual anomalies directly.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"sequence-event ng-star-inserted\">\n<div class=\"sequence-event-content\">\n<div class=\"sequence-event-description gds-body-l\"><span class=\"only-show-to-message-actions\" data-test-id=\"sequence-export-header\"><strong>4.Automated HS Code &amp; Price Auditing:<\/strong>Cross-checking taxable values.<\/span><\/p>\n<div class=\"ng-star-inserted\">AI compares declared values against historical price databases to identify potential under-declaration.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"sequence-event ng-star-inserted\">\n<div class=\"sequence-event-content\">\n<div class=\"sequence-event-description gds-body-l\"><span class=\"only-show-to-message-actions\" data-test-id=\"sequence-export-header\"><strong>5.Automated Approval &amp; Cargo Release:<\/strong>QR code gate releases.<\/span><\/p>\n<div class=\"ng-star-inserted\">Systems generate instant clearance approvals and transmit gate release commands around the clock.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2 data-path-to-node=\"15\"><span class=\"ez-toc-section\" id=\"13_Solutions_for_Enterprises_to_Adapt_to_Smart_Customs_Systems\"><\/span>1.3. Solutions for Enterprises to Adapt to Smart Customs Systems<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>Trading firms must elevate legal compliance when customs authorities manage entries via algorithms:<\/div>\n<h3 data-path-to-node=\"17\"><span class=\"ez-toc-section\" id=\"131_Standardizing_Declaration_Data_Legal_Compliance\"><\/span>1.3.1. Standardizing Declaration Data &amp; Legal Compliance<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-path-to-node=\"18\">\n<li>\n<div><b data-path-to-node=\"18,0,0\" data-index-in-node=\"0\">Consistent Declarations:<\/b> Ensure cargo descriptions, HS codes, and values match across all supporting documents.<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"18,1,0\" data-index-in-node=\"0\">Building Clean Historical Records:<\/b> Avoid administrative infractions to maintain high compliance scores within Big Data systems.<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"18,2,0\" data-index-in-node=\"0\">ERP Software Integration:<\/b> Connect corporate software directly with national customs single-window portals.<\/div>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"20\"><span class=\"ez-toc-section\" id=\"14_Supply_Chain_Benefits_of_AI_and_Big_Data_Customs_Administration\"><\/span>1.4. Supply Chain Benefits of AI and Big Data Customs Administration<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>Technological deployment creates substantial added value across the international trading community:<\/div>\n<h3 data-path-to-node=\"22\"><span class=\"ez-toc-section\" id=\"141_Optimizing_Performance_Safeguarding_Brands\"><\/span>1.4.1. Optimizing Performance &amp; Safeguarding Brands<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-path-to-node=\"23\">\n<li>\n<div><b data-path-to-node=\"23,0,0\" data-index-in-node=\"0\">Preserving Product Quality:<\/b> Faster clearance times preserve the fresh condition of perishable <b data-path-to-node=\"23,0,0\" data-index-in-node=\"94\">s\u1ea3n ph\u1ea9m<\/b> (products).<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"23,1,0\" data-index-in-node=\"0\">Cost &amp; Price Optimization:<\/b> Reducing port storage (Demurrage) cuts overhead embedded in final <b data-path-to-node=\"23,1,0\" data-index-in-node=\"93\">gi\u00e1 c\u1ea3<\/b> (pricing).<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"23,2,0\" data-index-in-node=\"0\">Securing Distribution Channels:<\/b> Rapid cargo release maintains delivery consistency across all <b data-path-to-node=\"23,2,0\" data-index-in-node=\"94\">k\u00eanh ph\u00e2n ph\u1ed1i<\/b> (distribution channels).<\/div>\n<\/li>\n<li>\n<div><b data-path-to-node=\"23,3,0\" data-index-in-node=\"0\">Boosting Trade Promotion:<\/b> Smooth clearance builds strong competitive advantages during <b data-path-to-node=\"23,3,0\" data-index-in-node=\"87\">x\u00fac ti\u1ebfn th\u01b0\u01a1ng m\u1ea1i<\/b> (trade promotion).<\/div>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"25\"><span class=\"ez-toc-section\" id=\"15_Conclusion\"><\/span>1.5. Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div>AI and Big Data form the backbone of modern smart customs systems. Proactively adapting to digital transformation protects <b data-path-to-node=\"26\" data-index-in-node=\"123\">s\u1ea3n ph\u1ea9m<\/b> (products), stabilizes <b data-path-to-node=\"26\" data-index-in-node=\"155\">gi\u00e1 c\u1ea3<\/b> (pricing), secures <b data-path-to-node=\"26\" data-index-in-node=\"181\">k\u00eanh ph\u00e2n ph\u1ed1i<\/b> (distribution channels), and drives <b data-path-to-node=\"26\" data-index-in-node=\"232\">x\u00fac ti\u1ebfn th\u01b0\u01a1ng m\u1ea1i<\/b> (trade promotion) sustainably.<\/div>\n<h2 data-path-to-node=\"28\"><span class=\"ez-toc-section\" id=\"16_Related_Resources\"><\/span>1.6. Related Resources<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul data-path-to-node=\"29\">\n<li>\n<div><a href=\"https:\/\/vietship.net\/en\/are-green-channel-goods-completely-exempt-from-inspection.html\/\">Are Green Channel Goods Completely Exempt From Inspection?<\/a><\/div>\n<\/li>\n<li>\n<div><a href=\"https:\/\/vietship.net\/en\/cy-closing-vs-cfs-closing-key-differences-every-shipper-must-know.html\/\">CY Closing vs CFS Closing: Key Differences Every Shipper Must Know<\/a><\/div>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"31\"><span class=\"ez-toc-section\" id=\"Separate_Section_Frequently_Asked_Questions_Q_A\"><\/span>Separate Section: Frequently Asked Questions (Q&amp;A)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div><b data-path-to-node=\"32\" data-index-in-node=\"0\">Q1. Will AI completely replace human customs officers in cargo inspection?<\/b><\/div>\n<div>No. AI serves as a risk analysis tool, while final clearance decisions remain under human officer supervision.<\/div>\n<div><b data-path-to-node=\"34\" data-index-in-node=\"0\">Q2. What sources feed into customs Big Data repositories?<\/b><\/div>\n<div>Data originates from historical declarations, banking transactions, tax records, seaport manifests, and international trade exchanges.<\/div>\n<div><b data-path-to-node=\"36\" data-index-in-node=\"0\">Q3. How does AI detect under-declared pricing fraud?<\/b><\/div>\n<div>AI cross-checks declared values against historical price benchmarks for identical items cleared during similar timeframes.<\/div>\n<div><b data-path-to-node=\"38\" data-index-in-node=\"0\">Q4. Do AI container scanners reduce physical container unloading rates?<\/b><\/div>\n<div>Yes. Accurate AI image analytics significantly minimize the need to manually unpack containers for physical inspections.<\/div>\n<div><b data-path-to-node=\"40\" data-index-in-node=\"0\">Q5. How does Vietship support enterprises in the digital customs era?<\/b><\/div>\n<div>We offer automated document auditing software, ensure accurate data filings, and expedite customs clearance procedures.<\/div>\n<\/div>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;1009&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 b\u00ecnh ch\u1ecdn)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;How AI and Big Data Are Applied in Customs Management&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Rate this post<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>How AI and Big Data Are Applied in Customs Management Artificial Intelligence (AI) and Big Data are fundamentally reshaping modern customs administration. Implementing these technologies automates clearance workflows, boosts fraud detection capabilities, and optimizes operational costs for trading enterprises. Digital customs transformation brings transparency to s\u1ea3n ph\u1ea9m (product) details, proactively controls logistics gi\u00e1 c\u1ea3 (pricing), [&#8230;]\n","protected":false},"author":3,"featured_media":1014,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[86,49,170,87],"class_list":["post-1009","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-customs-declaration","tag-cargo-loss-damage-survey","tag-container-trucking-freight-transport-from-haiphong-port-to-hanoi","tag-how-ai-and-big-data-are-applied-in-customs-management","tag-ocean-freight"],"_links":{"self":[{"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/posts\/1009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/comments?post=1009"}],"version-history":[{"count":1,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/posts\/1009\/revisions"}],"predecessor-version":[{"id":1015,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/posts\/1009\/revisions\/1015"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/media\/1014"}],"wp:attachment":[{"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/media?parent=1009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/categories?post=1009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vietship.net\/en\/wp-json\/wp\/v2\/tags?post=1009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}