{"id":32453,"date":"2026-01-14T17:02:50","date_gmt":"2026-01-14T09:02:50","guid":{"rendered":"https:\/\/aiportek.com\/?p=32453"},"modified":"2026-01-14T17:10:15","modified_gmt":"2026-01-14T09:10:15","slug":"ai-ar-pcb-quality-inspection","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/ai-ar-pcb-quality-inspection\/","title":{"rendered":"AI + AR Reshaping PCB Quality Control Process\uff5cHongKe AR Intelligent Quality Control Solution"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"32453\" class=\"elementor elementor-32453\" 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\">AI recognition combined with AR workflow, PCB quality control is a new \"golden age\".<\/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\/2026\/01\/14\/\">\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>January 14, 2026<\/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-d3381e7 elementor-widget elementor-widget-text-editor\" data-id=\"d3381e7\" 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=\"240\" data-end=\"357\">When a production line operator puts on the <strong data-start=\"250\" data-end=\"261\">AR Smart Glasses<\/strong>In addition, the original complex PCB inspection process will be replaced by the \"PCB test\" process.<strong data-start=\"280\" data-end=\"295\">Step-by-step, Structured, Standardized<\/strong>The \"Theatre of the World\" was immediately brought into view. This event, which began with<strong data-start=\"315\" data-end=\"325\">Experience Orientation<\/strong>Toward<strong data-start=\"327\" data-end=\"337\">Digital Workflow<\/strong>The transformation of electronics manufacturing is becoming an important breakthrough in the upgrading of electronics manufacturing.<\/p><p data-start=\"359\" data-end=\"468\">In the PCB industry, which has long relied heavily on manual visual inspection, differences in operator capabilities and process inconsistencies have always been a key bottleneck affecting yield. Through <strong data-start=\"412\" data-end=\"436\">AR standardized workflows combined with AI recognition technology<\/strong>The \"Successful\" program is designed to enable every workstation to realize the \"Successful\" program.<strong data-start=\"448\" data-end=\"461\">Consistent, accurate, reproducible<\/strong>The test is performed in accordance with the \"Guidelines for the Implementation of 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-67e048a elementor-widget elementor-widget-image\" data-id=\"67e048a\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"684\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-1024x684.webp\" class=\"attachment-large size-large wp-image-32454\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-1024x684.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-768x513.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1-600x401.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-1.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-d254321 elementor-widget elementor-widget-heading\" data-id=\"d254321\" 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\">Cracking the dilemma of manual quality control: let the standardization of operation as on-site<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0abc745 elementor-widget elementor-widget-text-editor\" data-id=\"0abc745\" 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<h5 data-start=\"526\" data-end=\"537\"><strong>Seamless multi-station coordination<\/strong><\/h5><p data-start=\"539\" data-end=\"601\">In the traditional PCB inspection process, the operator has to work frequently in the <strong data-start=\"561\" data-end=\"576\">Examples of work orders, SOPs, defects<\/strong>Switching back and forth between the two is not only distracting, but also prone to misunderstanding.<\/p><p data-start=\"603\" data-end=\"651\"><strong data-start=\"603\" data-end=\"617\">Hongke AR Smart Glasses<\/strong>Deeply integratable <strong data-start=\"623\" data-end=\"638\">MES, ERP, AOI<\/strong> The following information will be available in the system data, etc:<\/p><ul><li data-start=\"655\" data-end=\"661\">Checklist<\/li><li data-start=\"664\" data-end=\"670\">Inspection Procedure<\/li><li data-start=\"673\" data-end=\"681\">Core Checkpoints<\/li><li data-start=\"684\" data-end=\"692\">Defect Example Gallery<\/li><li data-start=\"695\" data-end=\"701\">Labeling Specifications<\/li><li data-start=\"704\" data-end=\"710\">Points of Attention<\/li><\/ul><p data-start=\"712\" data-end=\"788\">in order to<strong data-start=\"713\" data-end=\"722\">interfaced card<\/strong>It is projected directly into the operator's field of view, so that the operator does not need to look down to check the documents and can follow the guidelines to complete the complete operation process of \"Inspection \u2192 Confirmation \u2192 Labeling \u2192 Recording\".<\/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-a0c3510 elementor-widget elementor-widget-image\" data-id=\"a0c3510\" 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=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-1024x683.webp\" class=\"attachment-large size-large wp-image-32455\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-1024x683.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-768x512.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2-600x400.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-2.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-5989f26 elementor-widget elementor-widget-text-editor\" data-id=\"5989f26\" 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<h5 data-start=\"802\" data-end=\"821\"><strong>Workflow Guidance \u00d7 First View Interaction<\/strong><\/h5><p data-start=\"823\" data-end=\"909\"><strong data-start=\"823\" data-end=\"834\">Standardized Step-by-Step Tips<\/strong><br data-start=\"834\" data-end=\"837\" \/>The AR eyepiece pops up each inspection action in sequence, such as \"check solder joints 1-5\", \"confirm capacitor polarity\", \"check barcode\", etc., to ensure that the operator follows the standard procedure and does not miss any inspection items.<\/p><p data-start=\"911\" data-end=\"1007\"><strong data-start=\"911\" data-end=\"924\">AI Recognition Highlighting<\/strong><br data-start=\"924\" data-end=\"927\" \/>The system recognizes the front and back of the PCB through the built-in camera, automatically selects the areas that need to be inspected (e.g., BGA area, small-pin IC area, and pad-intensive area), and suggests potential abnormalities so that the operator can understand the system at a glance.<\/p><p data-start=\"1009\" data-end=\"1086\"><strong data-start=\"1009\" data-end=\"1021\">First View Operational Verification<\/strong><br data-start=\"1021\" data-end=\"1024\" \/>AR goggles track the process, alerting you when key checkpoints have been completed or labels have deviated from their required position - a feature that can actually be implemented, not just overlaid on the visual.<\/p><p data-start=\"1088\" data-end=\"1145\">Through this method, the incidence of \"misreading position\" and \"missing inspection items\" is greatly reduced, so that the operation that originally relies on experience can be truly transformed into a standardized process that can be replicated and managed.<\/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-4ff945f elementor-widget elementor-widget-heading\" data-id=\"4ff945f\" 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\">Three core application scenarios<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46cd2df elementor-widget elementor-widget-text-editor\" data-id=\"46cd2df\" 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<h5 data-start=\"1192\" data-end=\"1209\"><strong>Production Workstations: Enhancing Inspection Efficiency Across the Board<\/strong><\/h5><p data-start=\"1211\" data-end=\"1239\">The AR workflow assists the operator in the PCB external inspection scenario:<\/p><ul><li data-start=\"1243\" data-end=\"1257\">Check high-risk areas one by one according to the tips<\/li><li data-start=\"1260\" data-end=\"1280\">Review for suspected defects identified by AI<\/li><li data-start=\"1283\" data-end=\"1304\">Follow the guidelines to complete the material barcode verification and labeling position confirmation.<\/li><\/ul><p data-start=\"1306\" data-end=\"1315\">The results of the actual introduction are shown:<\/p><ul><li data-start=\"1319\" data-end=\"1339\">Reduced visual leakage rate <strong data-start=\"1327\" data-end=\"1337\">50% and above<\/strong><\/li><li data-start=\"1342\" data-end=\"1362\">Improved consistency in multi-station inspection <strong data-start=\"1353\" data-end=\"1360\">40%<\/strong><\/li><li data-start=\"1365\" data-end=\"1391\">Time for newcomers to get started <strong data-start=\"1373\" data-end=\"1391\">5-7 days shortened to 1-2 days<\/strong><\/li><\/ul><p data-start=\"1393\" data-end=\"1445\">\u2b50 Feedback from a number of electronics manufacturers indicated:<br data-start=\"1407\" data-end=\"1410\" \/>In the past, only senior quality inspectors were able to perform the tasks, but now the newcomers are able to produce steadily at the same standard.<\/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-d963d28 elementor-widget elementor-widget-image\" data-id=\"d963d28\" 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=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-1024x683.webp\" class=\"attachment-large size-large wp-image-32456\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-1024x683.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-768x512.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3-600x400.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-3.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-0906164 elementor-widget elementor-widget-text-editor\" data-id=\"0906164\" 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<h5 data-start=\"1459\" data-end=\"1480\"><strong>Process\/Quality Department: Strengthening Collaboration and Management Efficiency<\/strong><\/h5><p data-start=\"1482\" data-end=\"1513\">AR is more than just an operational tool, it's a<strong data-start=\"1499\" data-end=\"1512\">Process and Quality Management Platform<\/strong>::<\/p><ul><li data-start=\"1517\" data-end=\"1542\">SOP updated for \"one-click download\" to all AR devices<\/li><li data-start=\"1545\" data-end=\"1566\">Each test action is automatically recorded for easy auditing and traceability.<\/li><li data-start=\"1569\" data-end=\"1595\">AI automatically aggregates defect distribution to provide process optimization basis for engineers.<\/li><\/ul><p data-start=\"1597\" data-end=\"1604\">Typical benefits include:<\/p><ul><li data-start=\"1608\" data-end=\"1626\">Reduced process orientation time <strong data-start=\"1617\" data-end=\"1624\">60%<\/strong><\/li><li data-start=\"1629\" data-end=\"1647\">Reduced subjective variation in quality control <strong data-start=\"1638\" data-end=\"1645\">35%<\/strong><\/li><li data-start=\"1650\" data-end=\"1670\">Improvement of production line abnormality localization efficiency <strong data-start=\"1661\" data-end=\"1670\">2-3 times<\/strong><\/li><\/ul>\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-988b702 elementor-widget elementor-widget-image\" data-id=\"988b702\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"684\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-1024x684.webp\" class=\"attachment-large size-large wp-image-32457\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-1024x684.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-768x513.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4-600x401.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-4.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-fc82d7d elementor-widget elementor-widget-text-editor\" data-id=\"fc82d7d\" 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<h5 data-start=\"1459\" data-end=\"1480\"><strong>Client Side: Overall Improvement of Delivery Quality<\/strong><\/h5><p data-start=\"1702\" data-end=\"1719\">Stable and consistent detection accuracy is a direct result:<\/p><ul><li data-start=\"1723\" data-end=\"1730\">Reduced return rate<\/li><li data-start=\"1733\" data-end=\"1744\">Reduced risk of outflow of defective products<\/li><\/ul><p data-start=\"1746\" data-end=\"1779\">with respect to <strong data-start=\"1749\" data-end=\"1760\">Regulatory, Medical<\/strong> The competitive advantage is particularly clear for customers with high standards.<\/p><p data-start=\"1781\" data-end=\"1831\">Practical cases show that after importing <strong data-start=\"1792\" data-end=\"1821\">Quarterly Rework Rate for a single production line of an HONGKE customer decreased by 0.8 percentage points.<\/strong>The overall yield rate has increased significantly.<\/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-a8cfa19 elementor-widget elementor-widget-image\" data-id=\"a8cfa19\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-1024x683.webp\" class=\"attachment-large size-large wp-image-32458\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-1024x683.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-768x512.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5-600x400.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/01\/640-5.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-6215777 elementor-widget elementor-widget-heading\" data-id=\"6215777\" 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\">III. Future outlook<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db23971 elementor-widget elementor-widget-text-editor\" data-id=\"db23971\" 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=\"1874\" data-end=\"1926\">along with <strong data-start=\"1877\" data-end=\"1897\">AR display, AI recognition and interactive technology<\/strong>Continuously evolving, the PCB quality inspection process will move towards a smarter stage of development, including:<\/p><ul><li data-start=\"1930\" data-end=\"1946\">AI automatically recognizes more types of defects<\/li><li data-start=\"1949\" data-end=\"1973\">Automatically compares silkscreen, barcode and material number to reduce manual checking.<\/li><li data-start=\"1976\" data-end=\"1994\">Intelligent adjustment of inspection steps based on historical defect data<\/li><li data-start=\"1997\" data-end=\"2022\">SOPs are automatically generated and updated in real time, dynamically adapted to process changes.<\/li><\/ul><p data-start=\"2024\" data-end=\"2109\">For the promotion of<strong data-start=\"2028\" data-end=\"2042\">Digital Chemical Plant and Intelligent Manufacturing<\/strong>For companies that have introduced <strong data-start=\"2051\" data-end=\"2075\">AR Standardized Workflow + AI Instant Recognition<\/strong>It not only solves the current bottleneck of manual quality control, but also establishes a long-term competitive barrier for future quality control.<\/p><p data-start=\"2111\" data-end=\"2158\">When a pair of glasses can make every operator feel like an \"expert\", quality management can be truly achieved. <strong data-start=\"2145\" data-end=\"2157\">Stable, accurate, fast<\/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\/product\/arglass\/\">\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 Vuzix 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-34445 post type-post status-publish format-standard has-post-thumbnail hentry category-12 category-11 tag-redis 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\/redis-finance\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d.jpeg\" class=\"attachment-full size-full wp-image-34451\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d.jpeg 2560w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-300x200.jpeg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1024x683.jpeg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-768x512.jpeg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-1536x1024.jpeg 1536w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-2048x1366.jpeg 2048w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-18x12.jpeg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/\u91d1\u878d-600x400.jpeg 600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/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\/redis-finance\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tRainbow Solutions] 2026 Procurement Committee Must-Have: Hong Kong Bank Redis Procurement Checklist (Open Source vs Enterprise Decision Framework)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The HKMA has repeatedly emphasized risk-based and principle-driven requirements in recent years, and has brought the risk of third-party IT solutions to the forefront, meaning that it's fine to turn on Maintenance or Redis Enterprise, but you have to prove that the \"controls work\" rather than that the \"tool is famous\".<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/redis-finance\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u65b9\u6848\u3011 2026 \u63a1\u8cfc\u59d4\u54e1\u6703\u5fc5\u5099\uff1a\u9999\u6e2f\u9280\u884c Redis \u63a1\u8cfc\u6aa2\u67e5\u6e05\u55ae\uff08\u958b\u6e90 vs \u4f01\u696d\u7248\u6c7a\u7b56\u6846\u67b6\uff09\" 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\tApril 27, 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-34388 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\/analog-digital-signal-mapping-can-fd-guide\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"567\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7.webp\" class=\"attachment-full size-full wp-image-34389\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-300x166.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-768x425.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-600x332.webp 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/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\/analog-digital-signal-mapping-can-fd-guide\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHow to map analog signals to CAN\/CAN FD telegrams? One Step Guide\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Get an in-depth look at how to accurately convert analog signals such as temperature and pressure into CAN\/CAN FD telegrams using a data acquisition module (DAQ). This guide covers quantization, packaging principles, and hands-on procedures for automotive electronics and industrial automation engineering development.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/analog-digital-signal-mapping-can-fd-guide\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u65b9\u6848\u3011 \u5982\u4f55\u5c07\u6a21\u64ec\u8a0a\u865f\u6620\u5c04\u81f3 CAN\/CAN FD \u5831\u6587\uff1f\u4e00\u6b65\u5230\u4f4d\u6307\u5357\" 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\tApril 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-34221 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-aimotive tag-64\" 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\/hongke-dual-modal-autonomous-driving-simulation-3dgs-aisim\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"587\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1.webp\" class=\"attachment-full size-full wp-image-34223\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-300x163.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-1024x557.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-768x417.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-600x326.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\/hongke-dual-modal-autonomous-driving-simulation-3dgs-aisim\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\tHongKe Solution] HongKe Dual Mode Simulation Test Solution: 3DGS and aiSim | Digital Life\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>HONGKE launched a dual-mode simulation solution for autonomous driving, combining the aiSim physics engine and 3DGS\/NeRF technology to realize physical-level sensor modeling and high-fidelity scene reconstruction, solving the difficult problem of end-to-end closed-loop testing for smart driving.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/hongke-dual-modal-autonomous-driving-simulation-3dgs-aisim\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u65b9\u6848\u3011 \u8679\u79d1\u96d9\u6a21\u614b\u4eff\u771f\u6e2c\u8a66\u65b9\u6848\uff1a3DGS \u8207 aiSim \u6df1\u5ea6\u89e3\u6790 | \u6578\u5b57\u5b7f\u751f\" 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\tApril 14, 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=\"29\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32453\/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\/32453\/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\/32453\/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\/32453\/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\/32453\/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>HONGKE combines AR smart glasses and AI recognition technology to create a standardized PCB quality inspection workflow, integrating MES, ERP, and AOI systems to reduce leakage rates, improve yields, and accelerate the digital upgrading of electronics 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