{"id":28185,"date":"2025-09-24T11:00:38","date_gmt":"2025-09-24T03:00:38","guid":{"rendered":"https:\/\/aiportek.com\/?p=28185"},"modified":"2025-11-17T14:52:02","modified_gmt":"2025-11-17T06:52:02","slug":"brighter-ai-case-study","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/brighter-ai-case-study\/","title":{"rendered":"[HongKe Solutions] How to solve the problem of cross-border data compliance in the era of data-driven change in automated driving R&amp;D?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"28185\" class=\"elementor elementor-28185\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&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-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\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-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_type=\"column\">\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-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\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 class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-1f96cecf\" data-id=\"1f96cecf\" data-element_type=\"column\">\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-fd50b9b elementor-widget elementor-widget-text-editor\" data-id=\"fd50b9b\" data-element_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>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b0e7b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b0e7b4e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-inner-column elementor-element elementor-element-7a4b7cfc\" data-id=\"7a4b7cfc\" data-element_type=\"column\">\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-79a3214 elementor-widget elementor-widget-heading\" data-id=\"79a3214\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[HongKe Solutions] How to solve the problem of cross-border data compliance in the era of data-driven change in automated driving R&amp;D?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" viewbox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 104c-53 0-96 43-96 96s43 96 96 96 96-43 96-96-43-96-96-96zm0 144c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm0-240C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-49.7 0-95.1-18.3-130.1-48.4 14.9-23 40.4-38.6 69.6-39.5 20.8 6.4 40.6 9.6 60.5 9.6s39.7-3.1 60.5-9.6c29.2 1 54.7 16.5 69.6 39.5-35 30.1-80.4 48.4-130.1 48.4zm162.7-84.1c-24.4-31.4-62.1-51.9-105.1-51.9-10.2 0-26 9.6-57.6 9.6-31.5 0-47.4-9.6-57.6-9.6-42.9 0-80.6 20.5-105.1 51.9C61.9 339.2 48 299.2 48 256c0-110.3 89.7-200 200-200s200 89.7 200 200c0 43.2-13.9 83.2-37.3 115.9z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tHongKeTechnology\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2025\/09\/24\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>September 24, 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8309a elementor-widget elementor-widget-text-editor\" data-id=\"3a8309a\" data-element_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 data-start=\"311\" data-end=\"407\">It is a time of great change driven by data. From ADAS to AD, every technological leap involves the collection, annotation and analysis of massive road data. Taking image data as an example, they are valuable resources for training and optimizing perception algorithms and enhancing system safety.<\/p><p data-start=\"409\" data-end=\"449\">However, when the plan was to send this data to the overseas R&amp;D team, the challenge of \"data compliance\" came to the fore.<\/p>\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-0deab6c elementor-widget elementor-widget-heading\" data-id=\"0deab6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Data Compliance Challenges in Globalized R&amp;D<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd5356 elementor-widget elementor-widget-text-editor\" data-id=\"bfd5356\" data-element_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 data-start=\"476\" data-end=\"602\">For any automotive company or technology provider with global expansion plans, cross-country R&amp;D and testing is often unavoidable, such as verifying the robustness of algorithms in different traffic environments and climates. However, when real-world image data is used, it often captures a large amount of data. <strong data-start=\"565\" data-end=\"580\">Personally Identifiable Information (PII)<\/strong>The following are some examples of this: facial features of pedestrians, clearly recognizable license plate numbers, and so on.<\/p><p data-start=\"604\" data-end=\"652\">This is the heart of the challenge. When cross-border transfer of data becomes a new R&amp;D requirement, companies are stepping into a \"high-risk zone\" of global privacy regulations.<\/p>\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-1da53ee elementor-widget elementor-widget-image\" data-id=\"1da53ee\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"259\" height=\"173\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/09\/640-11.webp\" class=\"attachment-large size-large wp-image-28187\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/09\/640-11.webp 259w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/09\/640-11-18x12.webp 18w\" sizes=\"(max-width: 259px) 100vw, 259px\" \/>\t\t\t\t\t\t\t\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-b3a9178 elementor-widget elementor-widget-heading\" data-id=\"b3a9178\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Differences and Realities in Global Data Regulations<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15e431e elementor-widget elementor-widget-text-editor\" data-id=\"15e431e\" data-element_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 data-start=\"679\" data-end=\"809\">Since the European Union's General Data Protection Regulation (GDPR) set a milestone in global data protection, privacy legislation reforms have begun globally, with China's Personal Information Protection Law (PIPL) being one of the key components. Although these laws and regulations are all aimed at protecting personal information, they are not as comprehensive as the PIPL. <strong data-start=\"774\" data-end=\"788\">Definitions, principles and cross-border rules<\/strong> The differences between the two are a huge challenge for global automakers.<\/p><p data-start=\"811\" data-end=\"830\">Take GDPR and PIPL as an example:<\/p><ul data-start=\"832\" data-end=\"1188\"><li data-start=\"832\" data-end=\"966\"><p data-start=\"834\" data-end=\"846\"><strong data-start=\"834\" data-end=\"844\">Data Definition Scope<\/strong><\/p><ul data-start=\"849\" data-end=\"966\"><li data-start=\"849\" data-end=\"913\"><p data-start=\"851\" data-end=\"913\">Article 4 of the GDPR: The definition is extremely broad and includes \"any information relating to an identified or identifiable natural person\", such as a face in image data or a car license plate number.<\/p><\/li><li data-start=\"916\" data-end=\"966\"><p data-start=\"918\" data-end=\"966\">PIPL Article 4: Similarly broad, but explicitly excludes \"anonymized information\" to provide direction on data compliance.<\/p><\/li><\/ul><\/li><li data-start=\"968\" data-end=\"1067\"><p data-start=\"970\" data-end=\"982\"><strong data-start=\"970\" data-end=\"980\">Handling Principle Requirements<\/strong><\/p><ul data-start=\"985\" data-end=\"1067\"><li data-start=\"985\" data-end=\"1021\"><p data-start=\"987\" data-end=\"1021\">Article 5 of the GDPR: establishes six core principles, the first of which is \"lawfulness, fairness and transparency\".<\/p><\/li><li data-start=\"1024\" data-end=\"1067\"><p data-start=\"1026\" data-end=\"1067\">PIPL Articles 5 and 6: emphasize the principles of \"lawfulness, propriety, necessity, good faith\" and \"minimization of impact\".<\/p><\/li><\/ul><\/li><li data-start=\"1069\" data-end=\"1188\"><p data-start=\"1071\" data-end=\"1085\"><strong data-start=\"1071\" data-end=\"1083\">Cross-border Data Transfer Mechanism<\/strong><\/p><ul data-start=\"1088\" data-end=\"1188\"><li data-start=\"1088\" data-end=\"1126\"><p data-start=\"1090\" data-end=\"1126\">GDPR Chapter 5: Centering on 'Adequacy Recognition' and Standard Contractual Clauses (SCCs).<\/p><\/li><li data-start=\"1129\" data-end=\"1188\"><p data-start=\"1131\" data-end=\"1188\">PIPL Article 38: Adoption of the \"security assessment, certification, and standard contract\" option; Article 40 requires large-scale data processors to undergo a national security assessment.<\/p><\/li><\/ul><\/li><\/ul><p data-start=\"1190\" data-end=\"1293\">This \"one country, one policy\" pattern forces automakers to refine their global data flows. Failure to do so may not only affect business expansion, but also face the possibility of <strong data-start=\"1239\" data-end=\"1252\">Large fines and reputational risk<\/strong>In the age of data sovereignty. In the age of data sovereignty, embracing compliance and utilizing cutting-edge technologies such as anonymization is a must for business survival and development.<\/p>\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-0a7e4cd elementor-widget elementor-widget-heading\" data-id=\"0a7e4cd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Technology Breakthroughs: How to Balance Privacy and Data Value?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1aca760 elementor-widget elementor-widget-text-editor\" data-id=\"1aca760\" data-element_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 data-start=\"1325\" data-end=\"1423\">If the personal identifying information in the data can be removed completely and irreversibly through technical means, then the data can be legally circulated freely across borders for AI training and algorithmic analysis.<br data-start=\"1387\" data-end=\"1390\" \/>But here is the problem:<strong data-start=\"1396\" data-end=\"1421\">How to protect privacy while retaining the value of data for R&amp;D?<\/strong><\/p><p data-start=\"1425\" data-end=\"1473\">To this end, the<strong data-start=\"1428\" data-end=\"1446\">Hi-Tech Brighter AI<\/strong> Proposed an industry-leading AI-driven anonymization solution.<\/p><ol data-start=\"1508\" data-end=\"1916\"><li data-start=\"1508\" data-end=\"1618\"><p data-start=\"1511\" data-end=\"1537\"><strong data-start=\"1511\" data-end=\"1535\">Precision Blur<\/strong><\/p><ul data-start=\"1541\" data-end=\"1618\"><li data-start=\"1541\" data-end=\"1562\"><p data-start=\"1543\" data-end=\"1562\">Automatically recognizes faces and license plates in images\/videos.<\/p><\/li><li data-start=\"1566\" data-end=\"1588\"><p data-start=\"1568\" data-end=\"1588\">Only the core area is treated, preserving the integrity of the background.<\/p><\/li><li data-start=\"1592\" data-end=\"1618\"><p data-start=\"1594\" data-end=\"1618\">Provide high quality data base for AI training and machine learning.<\/p><\/li><\/ul><\/li><li data-start=\"1620\" data-end=\"1724\"><p data-start=\"1623\" data-end=\"1649\"><strong data-start=\"1623\" data-end=\"1647\">Full Body Blur<\/strong><\/p><ul data-start=\"1653\" data-end=\"1724\"><li data-start=\"1653\" data-end=\"1669\"><p data-start=\"1655\" data-end=\"1669\">To further recognize the whole body contour of the pedestrian.<\/p><\/li><li data-start=\"1673\" data-end=\"1698\"><p data-start=\"1675\" data-end=\"1698\">Prevents identification by indirect information such as posture, clothing, and tattoos.<\/p><\/li><li data-start=\"1702\" data-end=\"1724\"><p data-start=\"1704\" data-end=\"1724\">Suitable for sensitive scenes: public surveillance, campus testing, etc.<\/p><\/li><\/ul><\/li><li data-start=\"1726\" data-end=\"1916\"><p data-start=\"1729\" data-end=\"1750\"><strong data-start=\"1729\" data-end=\"1748\">Deep Natural Anonymization Technique (DNAT)<\/strong><\/p><ul data-start=\"1754\" data-end=\"1916\"><li data-start=\"1754\" data-end=\"1792\"><p data-start=\"1756\" data-end=\"1792\">Leveraging generative AI to replace faces and license plates with new, natural images instead of traditional mosaic masks.<\/p><\/li><li data-start=\"1796\" data-end=\"1831\"><p data-start=\"1798\" data-end=\"1831\"><strong data-start=\"1798\" data-end=\"1809\">Irreversible, truly anonymous<\/strong>: Generate unique and randomized images to ensure compliance with global regulations.<\/p><\/li><li data-start=\"1835\" data-end=\"1869\"><p data-start=\"1837\" data-end=\"1869\"><strong data-start=\"1837\" data-end=\"1845\">Retention of Properties<\/strong>: Gender, race, emoticons, and accessories (glasses, etc.) remain.<\/p><\/li><li data-start=\"1873\" data-end=\"1916\"><p data-start=\"1875\" data-end=\"1916\"><strong data-start=\"1875\" data-end=\"1886\">AI Training Friendly<\/strong>: In tasks such as target detection and semantic segmentation, the performance is almost the same as the original data.<\/p><\/li><\/ul><\/li><\/ol>\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-cac8394 elementor-widget elementor-widget-heading\" data-id=\"cac8394\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e8ede8 elementor-widget elementor-widget-text-editor\" data-id=\"0e8ede8\" data-element_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 data-start=\"1933\" data-end=\"2009\">Stricter and more harmonized data laws and regulations are the order of the day around the world. For enterprises competing for autonomous driving, it will be <strong data-start=\"1973\" data-end=\"1981\">Data Compliance<\/strong> Shifting from a \"cost center\" to a \"strategic advantage\" will be the key to victory.<\/p><p data-start=\"2011\" data-end=\"2100\">With flexible deployment modes (cloud, local, edge computing) and generative AI anonymization, Brighter AI provides a path for global automotive companies and suppliers to <strong data-start=\"2076\" data-end=\"2097\">A clear, compliant and forward-looking path to data compliance<\/strong>The<\/p>\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-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_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:\/\/aiportek.com\/hk\/anonymization-software\/\">\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\">Go to the Brighter AI Suite product page<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-9049411 e-flex e-con-boxed e-con e-parent\" data-id=\"9049411\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34591 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-decisions tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" width=\"984\" height=\"438\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp\" class=\"attachment-full size-full wp-image-34596\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002.webp 984w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-300x134.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-768x342.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-600x267.webp 600w\" sizes=\"(max-width: 984px) 100vw, 984px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHongke Solutions] Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Just because a process is fast doesn't mean a decision is fast! HongKe explains how to systematize \"decision logic\" through the Decisions platform. From discount authorization to risk management, decision automation can dramatically improve consistency and compliance, helping Hong Kong and Southeast Asian companies achieve high-quality growth. Learn more about our automation upgrades today!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/decisions-automation-vs-process-automation-hongke\/\" aria-label=\"Read more about Decision Automation vs Process Automation: Breaking the Bottleneck of B2B Digital Transformation\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 8, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34849 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-arangodb tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"365\" height=\"352\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/10002-3.svg\" class=\"attachment-full size-full wp-image-34851\" alt=\"\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[HTC Expert Opinion] Why the mixing of \"Linked Database + Graph Database\" will push the system to the high complexity threshold?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Enterprises blindly mixing \"federated databases + graph databases\" often lead to a surge in system architecture complexity due to data consistency, fragmented ACID transaction boundaries, and cross-system splicing of application layers. HongKe brings you an in-depth look at the maintenance cost of Polyglot Persistence, and demystifies how multi-model DBs such as ArangoDB can reduce the hidden cost of enterprise IT with a \"unified framework\".<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/arangodb-multi-model-database-vs-polyglot-persistence\/\" aria-label=\"Read more about Why the mixing of &quot;Associative Database + Graph Database&quot; pushes the system to the threshold of high complexity?\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 21, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34820 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-peak tag-38\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"537\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7.webp\" class=\"attachment-full size-full wp-image-34821\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-300x149.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-1024x509.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-768x382.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-18x9.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/05\/640-7-600x298.webp 600w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHONGKE Solutions] ECU Test Verification Solution: HONGKE PCAN-USB Pro FD for Flexible HiL Platforms\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>To address the high cost and rigidity of traditional HiL test benches, leading automotive suppliers have adopted the PCAN-USB Pro FD interface card from Avision. The solution supports CAN FD\/LIN with 500V optocoupler isolation and 1\u03bcs high-precision time stamping, which helps radar ECUs realize cost-effective, flexible and automated hardware verification. Click here to learn more!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/pcan-usb-pro-fd-ecu-hil-testing-hongke\/\" aria-label=\"Read more about ECU Test Solution: Hongke PCAN-USB Pro FD for Flexible HiL Platforms\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 20, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"32\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>How can autonomous driving R&amp;D crack the challenge of cross-border data compliance? Learn how Hongke Brighter AI's anonymization technology meets GDPR and PIPL requirements, preserves data value while protecting privacy, and facilitates AI training and global compliance.<\/p>","protected":false},"author":1,"featured_media":28187,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[18],"tags":[64],"class_list":["post-28185","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18","tag-64"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/comments?post=28185"}],"version-history":[{"count":9,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/revisions"}],"predecessor-version":[{"id":28199,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/28185\/revisions\/28199"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/28187"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=28185"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=28185"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=28185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}