{"id":2925,"date":"2026-06-24T10:40:50","date_gmt":"2026-06-24T02:40:50","guid":{"rendered":"https:\/\/jkrglo.com\/?p=2925"},"modified":"2026-06-24T11:09:27","modified_gmt":"2026-06-24T03:09:27","slug":"ai-driven-aoi-inspection","status":"publish","type":"post","link":"https:\/\/jkrglo.com\/de\/ai-driven-aoi-inspection\/","title":{"rendered":"AI-driven AOI inspection"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2925\" class=\"elementor elementor-2925\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2197b92e e-flex e-con-boxed e-con e-parent\" data-id=\"2197b92e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-63d9be44 e-con-full e-flex e-con e-child\" data-id=\"63d9be44\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23e7bd4e elementor-widget elementor-widget-breadcrumbs\" data-id=\"23e7bd4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/jkrglo.com\/\">HOME<\/a><\/span><\/span><\/p>\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<div class=\"elementor-element elementor-element-24a9843c e-flex e-con-boxed e-con e-parent\" data-id=\"24a9843c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3d8692ff e-con-full e-flex e-con e-child\" data-id=\"3d8692ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1558e31d e-con-full e-flex e-con e-child\" data-id=\"1558e31d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-750f0992 elementor-widget elementor-widget-heading\" data-id=\"750f0992\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Beyond the Naked Eye: How AI-Driven AOI Ensures Flawless PCBA Production<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f148d1d e-con-full e-flex e-con e-child\" data-id=\"2f148d1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1572d357 e-con-full e-flex e-con e-child\" data-id=\"1572d357\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-573558fb elementor-widget elementor-widget-post-info\" data-id=\"573558fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\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-c9d822a elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\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\tJKRGLO R&amp;D Engineer\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2bae3db elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\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>06\/24\/2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-5a82ee1 elementor-inline-item\">\n\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-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8zm0 448c-110.5 0-200-89.5-200-200S145.5 56 256 56s200 89.5 200 200-89.5 200-200 200zm61.8-104.4l-84.9-61.7c-3.1-2.3-4.9-5.9-4.9-9.7V116c0-6.6 5.4-12 12-12h32c6.6 0 12 5.4 12 12v141.7l66.8 48.6c5.4 3.9 6.5 11.4 2.6 16.8L334.6 349c-3.9 5.3-11.4 6.5-16.8 2.6z\"><\/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-time\">\n\t\t\t\t\t\t\t\t\t\t<time>10:40 a.m.<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\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<div class=\"elementor-element elementor-element-2e44a8ae e-con-full e-flex e-con e-child\" data-id=\"2e44a8ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26267fc8 elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"26267fc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook elementor-repeater-item-84ecf9f\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Facebook<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-x-twitter elementor-repeater-item-5ed3d93\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">X-twitter<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-x-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-youtube elementor-repeater-item-02bc2ba\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Youtube<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-youtube\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M549.655 124.083c-6.281-23.65-24.787-42.276-48.284-48.597C458.781 64 288 64 288 64S117.22 64 74.629 75.486c-23.497 6.322-42.003 24.947-48.284 48.597-11.412 42.867-11.412 132.305-11.412 132.305s0 89.438 11.412 132.305c6.281 23.65 24.787 41.5 48.284 47.821C117.22 448 288 448 288 448s170.78 0 213.371-11.486c23.497-6.321 42.003-24.171 48.284-47.821 11.412-42.867 11.412-132.305 11.412-132.305s0-89.438-11.412-132.305zm-317.51 213.508V175.185l142.739 81.205-142.739 81.201z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d1c604a e-con-full e-flex e-con e-child\" data-id=\"d1c604a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f701608 e-con-full e-flex e-con e-child\" data-id=\"f701608\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6542af0 e-con-full e-flex e-con e-child\" data-id=\"6542af0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fc5377 elementor-widget elementor-widget-heading\" data-id=\"2fc5377\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Opening Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e96cc1 e-con-full e-flex e-con e-child\" data-id=\"2e96cc1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0176ae0 e-con-full e-flex e-con e-child\" data-id=\"0176ae0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69ac48d elementor-widget elementor-widget-text-editor\" data-id=\"69ac48d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"JBZ5dy2BJoHK00xXZ9DcTqasnQ7\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-CLbDfI5sWd2Pa8cYzsKcmwa2ngf\"><div data-page-id=\"Wxr4dxqU1oxOjexTBkycBsRAn65\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-L3svfiuD9d2RCGcx9CNcDDTHnWg\"><div data-page-id=\"GghpduTiPoktcqxMTrYcJU7MnNY\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-VkUyfycdcdE9Kxcu9CPckECQnwx\"><div data-page-id=\"KEWpdkHUkol1tUx5BN4cfumGnvg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-DzIBfIYNBdV2Xbcm5n9chhTQn0f\"><div data-page-id=\"XXTQd2OY4omOTWxtDHicQAOfnch\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Be7SfKy2BdKiQCc05SccCZbpnpd\"><div data-page-id=\"VKhrdeyfJoJFMzx2XXWc6RFgnIb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div data-page-id=\"UNjMdTIfJobLnexY5cDcHnkFnXg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-XwolfN9BwdQkVac1PGyc0AGInug\"><div data-page-id=\"UfftdQNXaoyG9OxAptacvgdBnod\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Z53vfHMOpdfiHlcvH4dcsFehnpf\"><div data-page-id=\"UTVxd9ktIo5JVZxpRGacvFs9nHf\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-FUWDfndG2d0EoCck2f5c1QFGnlf\"><div data-page-id=\"SFXLdvemyoMEfKxHLRjcaki0nih\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-CfzhfPqKqdXTfScErXYczoZ3nFf\"><div data-page-id=\"TxoWdjQqwoJAjbxVNHocpN9Endx\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-MrUZfh8cMdm4dKcYveBcnRxSnBb\"><div data-page-id=\"Lqg5dPJvAoady9xIMNBccIEPnkb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-Jh2HfqkOTdCoE2cn65acEGxLnGd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"FTK0dn2xOoWGtTxFfStcH8Mwnwc\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G4JgfcEBPdn0QVcvNvrcoCxxnTf\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"JuT0dkHDpoPyZIxwobpc711Nndh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-P9JCfUTPbdoQOAcPA0bcmeV9nOC\"><div data-page-id=\"HFHjdQtszoAzwLxaGS1ceXfAn6e\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-WxPsfZuFUdgHSmcexwrcEyRln0z\"><div data-page-id=\"FpRbdsDEgoYJyAxgOrLctC3Bn3f\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-I5YDfJbCfdC3EQcAc3ec8aEQnQg\"><div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-TjShf9Z5sdIceDcuhuecTypcnnc\">For decades, the electronics manufacturing industry relied heavily on the human eye and legacy, pixel-matching algorithmic inspection to catch assembly defects. But look at any modern printed circuit board assembly (PCBA) running through a surface mount technology (SMT) line today. With components shrunk down to microscopic 01005 footprints, <a href=\"https:\/\/en.wikipedia.org\/wiki\/Ball_grid_array\"><strong>ultra-fine-pitch Ball Grid Arrays<\/strong> <\/a>(BGAs), and dual-sided component placement, traditional inspection methods have reached their absolute physical limit.<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43eaeb8 e-con-full e-flex e-con e-child\" data-id=\"43eaeb8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1201fc4 e-con-full e-flex e-con e-child\" data-id=\"1201fc4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b459ef elementor-widget elementor-widget-text-editor\" data-id=\"5b459ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"JBZ5dy2BJoHK00xXZ9DcTqasnQ7\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-CLbDfI5sWd2Pa8cYzsKcmwa2ngf\"><div data-page-id=\"Wxr4dxqU1oxOjexTBkycBsRAn65\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-L3svfiuD9d2RCGcx9CNcDDTHnWg\"><div data-page-id=\"GghpduTiPoktcqxMTrYcJU7MnNY\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-VkUyfycdcdE9Kxcu9CPckECQnwx\"><div data-page-id=\"KEWpdkHUkol1tUx5BN4cfumGnvg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-DzIBfIYNBdV2Xbcm5n9chhTQn0f\"><div data-page-id=\"XXTQd2OY4omOTWxtDHicQAOfnch\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Be7SfKy2BdKiQCc05SccCZbpnpd\"><div data-page-id=\"VKhrdeyfJoJFMzx2XXWc6RFgnIb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div data-page-id=\"UNjMdTIfJobLnexY5cDcHnkFnXg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-XwolfN9BwdQkVac1PGyc0AGInug\"><div data-page-id=\"UfftdQNXaoyG9OxAptacvgdBnod\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Z53vfHMOpdfiHlcvH4dcsFehnpf\"><div data-page-id=\"UTVxd9ktIo5JVZxpRGacvFs9nHf\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-FUWDfndG2d0EoCck2f5c1QFGnlf\"><div data-page-id=\"SFXLdvemyoMEfKxHLRjcaki0nih\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-CfzhfPqKqdXTfScErXYczoZ3nFf\"><div data-page-id=\"TxoWdjQqwoJAjbxVNHocpN9Endx\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-MrUZfh8cMdm4dKcYveBcnRxSnBb\"><div data-page-id=\"Lqg5dPJvAoady9xIMNBccIEPnkb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-Jh2HfqkOTdCoE2cn65acEGxLnGd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"FTK0dn2xOoWGtTxFfStcH8Mwnwc\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G4JgfcEBPdn0QVcvNvrcoCxxnTf\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"JuT0dkHDpoPyZIxwobpc711Nndh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-P9JCfUTPbdoQOAcPA0bcmeV9nOC\"><div data-page-id=\"HFHjdQtszoAzwLxaGS1ceXfAn6e\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-WxPsfZuFUdgHSmcexwrcEyRln0z\"><div data-page-id=\"FpRbdsDEgoYJyAxgOrLctC3Bn3f\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-I5YDfJbCfdC3EQcAc3ec8aEQnQg\"><div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-TjShf9Z5sdIceDcuhuecTypcnnc\">Human inspectors get fatigued. Traditional, rule-based Automated Optical Inspection (AOI) systems suffer from high <b data-path-to-node=\"5\" data-index-in-node=\"115\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/False_positive_rate\">false call rates<\/a> (FCR)<\/b>, causing severe bottlenecks on the factory floor as operators manually re-verify perfectly good joints.<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb63606 e-con-full e-flex e-con e-child\" data-id=\"cb63606\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-c5f431d e-con-full e-flex e-con e-child\" data-id=\"c5f431d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e484fd elementor-widget elementor-widget-text-editor\" data-id=\"9e484fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"JBZ5dy2BJoHK00xXZ9DcTqasnQ7\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-CLbDfI5sWd2Pa8cYzsKcmwa2ngf\"><div data-page-id=\"Wxr4dxqU1oxOjexTBkycBsRAn65\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-L3svfiuD9d2RCGcx9CNcDDTHnWg\"><div data-page-id=\"GghpduTiPoktcqxMTrYcJU7MnNY\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-VkUyfycdcdE9Kxcu9CPckECQnwx\"><div data-page-id=\"KEWpdkHUkol1tUx5BN4cfumGnvg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-DzIBfIYNBdV2Xbcm5n9chhTQn0f\"><div data-page-id=\"XXTQd2OY4omOTWxtDHicQAOfnch\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Be7SfKy2BdKiQCc05SccCZbpnpd\"><div data-page-id=\"VKhrdeyfJoJFMzx2XXWc6RFgnIb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div data-page-id=\"UNjMdTIfJobLnexY5cDcHnkFnXg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-XwolfN9BwdQkVac1PGyc0AGInug\"><div data-page-id=\"UfftdQNXaoyG9OxAptacvgdBnod\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-Z53vfHMOpdfiHlcvH4dcsFehnpf\"><div data-page-id=\"UTVxd9ktIo5JVZxpRGacvFs9nHf\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-FUWDfndG2d0EoCck2f5c1QFGnlf\"><div data-page-id=\"SFXLdvemyoMEfKxHLRjcaki0nih\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-CfzhfPqKqdXTfScErXYczoZ3nFf\"><div data-page-id=\"TxoWdjQqwoJAjbxVNHocpN9Endx\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-MrUZfh8cMdm4dKcYveBcnRxSnBb\"><div data-page-id=\"Lqg5dPJvAoady9xIMNBccIEPnkb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-Jh2HfqkOTdCoE2cn65acEGxLnGd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G8mifJRh6dJvwrcVRfacVXQAnPd\"><div data-page-id=\"FTK0dn2xOoWGtTxFfStcH8Mwnwc\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-G4JgfcEBPdn0QVcvNvrcoCxxnTf\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-EIwcfubAzdhI0GcLnddc78Rcn7d\"><div data-page-id=\"JuT0dkHDpoPyZIxwobpc711Nndh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-P9JCfUTPbdoQOAcPA0bcmeV9nOC\"><div data-page-id=\"HFHjdQtszoAzwLxaGS1ceXfAn6e\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-WxPsfZuFUdgHSmcexwrcEyRln0z\"><div data-page-id=\"FpRbdsDEgoYJyAxgOrLctC3Bn3f\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-I5YDfJbCfdC3EQcAc3ec8aEQnQg\"><div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-TjShf9Z5sdIceDcuhuecTypcnnc\">In 2026, high-tier PCBA manufacturing has undergone a massive paradigm shift. <b data-path-to-node=\"6\" data-index-in-node=\"78\">AI-driven AOI<\/b> is no longer a futuristic luxury\u2014it is the baseline defense mechanism against field failures and costly product recalls. Here is how deep learning models are revolutionizing quality control on the shop floor.<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-612753f e-con-full e-flex e-con e-child\" data-id=\"612753f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-13b0342 e-con-full e-flex e-con e-child\" data-id=\"13b0342\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6ee100 elementor-widget elementor-widget-heading\" data-id=\"d6ee100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. The Flaw in Legacy Rule-Based AOI Systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd2322f e-con-full e-flex e-con e-child\" data-id=\"bd2322f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2fe3df1 e-con-full e-flex e-con e-child\" data-id=\"2fe3df1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd0478e elementor-widget elementor-widget-text-editor\" data-id=\"dd0478e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"JBZ5dy2BJoHK00xXZ9DcTqasnQ7\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\" old-record-id-CLbDfI5sWd2Pa8cYzsKcmwa2ngf\"><div data-page-id=\"JBZ5dy2BJoHK00xXZ9DcTqasnQ7\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-SdVtfZI05ddKGCcv4ADcOBfjnsd\"><div data-page-id=\"Wxr4dxqU1oxOjexTBkycBsRAn65\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-SMe1fotNqd6koNcXZqvcuHsgnpc\"><div data-page-id=\"GghpduTiPoktcqxMTrYcJU7MnNY\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-NVatf10TMdLonpc9teVcN6imnJe\"><div data-page-id=\"KEWpdkHUkol1tUx5BN4cfumGnvg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-BBYCf6aRwd9ZJJcxkdhcsYiDnAg\"><div data-page-id=\"XXTQd2OY4omOTWxtDHicQAOfnch\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-ZROrf8LGQdI0P6cMBNQcFSJjnYe\"><div data-page-id=\"VKhrdeyfJoJFMzx2XXWc6RFgnIb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-JhjNfcT5ud4b80cs6iecvPHkntf\"><div data-page-id=\"UNjMdTIfJobLnexY5cDcHnkFnXg\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-U87BfUGpcdO1pqc3CbHcpNV8nuh\"><div data-page-id=\"UfftdQNXaoyG9OxAptacvgdBnod\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-U4JKfu7Y1diqHhcMt9UcIFopnsS\"><div data-page-id=\"UTVxd9ktIo5JVZxpRGacvFs9nHf\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-C9TPfY21gdd7avcskYKcTrxxnPb\"><div data-page-id=\"SFXLdvemyoMEfKxHLRjcaki0nih\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-YLDzf5tHEdzUI0c6kBXcwdJWn1d\"><div data-page-id=\"TxoWdjQqwoJAjbxVNHocpN9Endx\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-OKOkfGfONd7PfUcnOLUcnqWmnxd\"><div data-page-id=\"Lqg5dPJvAoady9xIMNBccIEPnkb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-SRdxfFXoqdXCYdcUB1JcZGVWnLB\"><div data-page-id=\"Y5shdRtiRohuDpx9j2EcOyTjn2b\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-C2JUfvxBwdFHaGcEOQoca9eXn1b\"><div data-page-id=\"FTK0dn2xOoWGtTxFfStcH8Mwnwc\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-QPWJfGMQMdjr8Acu6YjcCqStnEf\"><div data-page-id=\"KfiYdmhy7oaoDfxckTZcvkEGnFb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-S8XcfB9eldMJLAcE9XUccb80nhg\"><div data-page-id=\"JuT0dkHDpoPyZIxwobpc711Nndh\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-DLuafSf2vdycBKcAUF4cNp54nhd\"><div data-page-id=\"HFHjdQtszoAzwLxaGS1ceXfAn6e\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-UkFHfI1kqd9aiYcVQSScSoNGn1b\"><div data-page-id=\"FpRbdsDEgoYJyAxgOrLctC3Bn3f\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-C9q7fl7rgd3c3IcJw7VcstYanqg\"><div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-SAunfjzjRdgaZgcV7k0cvQN9nah\">To understand why artificial intelligence is a game-changer, we have to look at how traditional 2D or early-stage 3D AOI systems work. These machines rely on strict, rule-based algorithms. An engineer inputs exact parameters\u2014such as the expected pixel contrast, color, or height dimensions of a standard solder joint.<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b475c0 e-con-full e-flex e-con e-child\" data-id=\"9b475c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e2ed446 e-con-full e-flex e-con e-child\" data-id=\"e2ed446\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec97903 elementor-widget elementor-widget-text-editor\" data-id=\"ec97903\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The problem? Real-world manufacturing introduces variables that rules cannot easily calculate:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8488732 e-con-full e-flex e-con e-child\" data-id=\"8488732\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-61634d9 e-con-full e-flex e-con e-child\" data-id=\"61634d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11a2f56 elementor-widget elementor-widget-text-editor\" data-id=\"11a2f56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b data-path-to-node=\"11,0,0\" data-index-in-node=\"0\">Solder Paste Variances:<\/b> Slight fluctuations in solder paste chemistry or board surface finish (like ENIG vs. OSP) alter how light reflects into the camera.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e0120eb e-con-full e-flex e-con e-child\" data-id=\"e0120eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3e3d917 e-con-full e-flex e-con e-child\" data-id=\"3e3d917\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96c87a7 elementor-widget elementor-widget-text-editor\" data-id=\"96c87a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b data-path-to-node=\"11,1,0\" data-index-in-node=\"0\">Component Component Tolerances:<\/b> If a component vendor changes the plastic casing material slightly, a rule-based system flags it as a defect.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ace09a e-con-full e-flex e-con e-child\" data-id=\"2ace09a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7d2ad9e e-con-full e-flex e-con e-child\" data-id=\"7d2ad9e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a3f8136 elementor-widget elementor-widget-text-editor\" data-id=\"a3f8136\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The result is an avalanche of <b data-path-to-node=\"12\" data-index-in-node=\"30\">false positives<\/b>. Operators spend hours overriding false alarms, which ironically leads to complacency\u2014allowing <i data-path-to-node=\"12\" data-index-in-node=\"141\">actual<\/i> escape defects (missed faults) to slip through to the shipping dock.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-366e3b7 e-con-full e-flex e-con e-child\" data-id=\"366e3b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-99550e4 e-con-full e-flex e-con e-child\" data-id=\"99550e4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8838a79 elementor-widget elementor-widget-heading\" data-id=\"8838a79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Enter AI-Driven AOI: Feature Extraction and Contextual Awareness<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd9665f e-con-full e-flex e-con e-child\" data-id=\"dd9665f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-18bf0d8 e-con-full e-flex e-con e-child\" data-id=\"18bf0d8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc81eaf elementor-widget elementor-widget-text-editor\" data-id=\"bc81eaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-XX92flfGRdOzAJc9IIscYUBenuu\">AI-powered optical inspection replaces rigid &#8220;if-this-then-that&#8221; programming with deep learning convolutional neural networks (CNNs). Instead of just comparing pixels to a pristine CAD golden board, the AI model is trained on hundreds of thousands of images displaying both perfect solder fillets and verified defects (bridges, voids, tombstones, lifted leads).<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-067f9ed e-con-full e-flex e-con e-child\" data-id=\"067f9ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0f0c0c3 e-con-full e-flex e-con e-child\" data-id=\"0f0c0c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d047a0b elementor-widget elementor-widget-text-editor\" data-id=\"d047a0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\">[Camera Capture] &#8212;&gt; [3D Volumetric\/Color Mapping] &#8212;&gt; [AI Neural Network Analysis] <br \/>|<br \/>[Detects Contextual Nuances (e.g., component tilt vs. actual lift)]<br \/>|<br \/>==============&gt; [Real-Time Pass\/Fail Decision]<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d3edae3 e-con-full e-flex e-con e-child\" data-id=\"d3edae3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f7b2657 e-con-full e-flex e-con e-child\" data-id=\"f7b2657\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b2f3fa elementor-widget elementor-widget-text-editor\" data-id=\"5b2f3fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><h3 class=\"ace-line ace-line old-record-id-XX92flfGRdOzAJc9IIscYUBenuu\">Eliminating the &#8220;False Call&#8221; Bottleneck<\/h3><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6332da6 e-con-full e-flex e-con e-child\" data-id=\"6332da6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1452ee0 e-con-full e-flex e-con e-child\" data-id=\"1452ee0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-031c649 elementor-widget elementor-widget-text-editor\" data-id=\"031c649\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-XX92flfGRdOzAJc9IIscYUBenuu\">AI systems excel at understanding context. For instance, if a component is slightly askew but still perfectly centered on the pads with an optimal solder fillet, the AI knows the joint is mechanically and electrically sound. It passes the board, slashing false call rates by up to <b data-path-to-node=\"18\" data-index-in-node=\"281\">85%<\/b> without compromising safety margins.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b846f1 e-con-full e-flex e-con e-child\" data-id=\"6b846f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-67e0723 e-con-full e-flex e-con e-child\" data-id=\"67e0723\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cfdf51 elementor-widget elementor-widget-text-editor\" data-id=\"6cfdf51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><h3 class=\"ace-line ace-line old-record-id-XX92flfGRdOzAJc9IIscYUBenuu\">True 3D Volumetric Analysis<\/h3><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4300e8a e-con-full e-flex e-con e-child\" data-id=\"4300e8a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5dd081a e-con-full e-flex e-con e-child\" data-id=\"5dd081a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bebf2b elementor-widget elementor-widget-text-editor\" data-id=\"7bebf2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-XX92flfGRdOzAJc9IIscYUBenuu\">Modern AI-AOI combines deep learning with multi-frequency digital moir\u00e9 fringe pattern projection. This allows the system to measure the true <i data-path-to-node=\"20\" data-index-in-node=\"142\">volume<\/i> and <i data-path-to-node=\"20\" data-index-in-node=\"153\">height<\/i> profile of a solder fillet, not just its flat 2D shape. The AI analyzes this 3D data to calculate wetting angles and detect hidden abnormalities that a 2D camera would completely miss.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b5455cd e-con-full e-flex e-con e-child\" data-id=\"b5455cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7c399f7 e-con-full e-flex e-con e-child\" data-id=\"7c399f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c3fe3a3 elementor-widget elementor-widget-heading\" data-id=\"c3fe3a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. Real-Time Process Feedback and Predicting SMT Drifts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38108ce e-con-full e-flex e-con e-child\" data-id=\"38108ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e8adf9d e-con-full e-flex e-con e-child\" data-id=\"e8adf9d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e13beb5 elementor-widget elementor-widget-text-editor\" data-id=\"e13beb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-NfpGfPFHfdP3d9cVs6tc0qoEnwg\">True quality control isn&#8217;t just about catching a bad board at the end of the line; it\u2019s about preventing the machine from making a bad board in the first place. AI-driven AOI software integrates directly with upstream SMT equipment, creating a closed-loop system.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d28018 e-con-full e-flex e-con e-child\" data-id=\"7d28018\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-caaf715 e-con-full e-flex e-con e-child\" data-id=\"caaf715\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69d73a3 elementor-widget elementor-widget-text-editor\" data-id=\"69d73a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-NfpGfPFHfdP3d9cVs6tc0qoEnwg\" style=\"text-align: left;\">If the AI starts detecting a microscopic, downward trend in solder volume on a specific component pad over a run of 50 boards, it doesn&#8217;t just wait for a failure. It flags a <b data-path-to-node=\"24\" data-index-in-node=\"174\">statistical process control (SPC) drift<\/b> and automatically communicates with the solder paste printer or pick-and-place machine to adjust its alignment calibration on the fly.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43f4291 e-con-full e-flex e-con e-child\" data-id=\"43f4291\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-621401c e-con-full e-flex e-con e-child\" data-id=\"621401c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a8e4eb elementor-widget elementor-widget-text-editor\" data-id=\"7a8e4eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"XRQGd3IRJoLgTMxji6mcOJjIngd\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-NfpGfPFHfdP3d9cVs6tc0qoEnwg\">This level of proactive, predictive maintenance shifts the factory floor from reactive firefighting to automated flaw prevention.<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6490bd2 e-con-full e-flex e-con e-child\" data-id=\"6490bd2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0fa310e e-con-full e-flex e-con e-child\" data-id=\"0fa310e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d3a9b3 elementor-widget elementor-widget-heading\" data-id=\"4d3a9b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. Meeting Strict Regulatory and IPC Class 3 Standards<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28b9590 e-con-full e-flex e-con e-child\" data-id=\"28b9590\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-36dc8b0 e-con-full e-flex e-con e-child\" data-id=\"36dc8b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e77c4eb elementor-widget elementor-widget-text-editor\" data-id=\"e77c4eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>For high-reliability sectors like aerospace, automotive EV drivetrains, and medical devices, compliance with <b data-path-to-node=\"28\" data-index-in-node=\"109\">IPC-A-610 Class 3<\/b> standards is non-negotiable. These fields demand zero tolerance for defects like insufficient wetting, voiding, or pin-hole blowholes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22d918e e-con-full e-flex e-con e-child\" data-id=\"22d918e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f3a7402 e-con-full e-flex e-con e-child\" data-id=\"f3a7402\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-facc4ba elementor-widget elementor-widget-text-editor\" data-id=\"facc4ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI-driven AOI provides unalterable, data-rich digital inspection logs for every single board tracking through the line. If a field issue occurs years down the road, manufacturers can pull up the exact 3D volumetric optical profile of the specific joint in question, providing full traceability that protects both the OEM and the contract manufacturer.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fecc52f e-con-full e-flex e-con e-child\" data-id=\"fecc52f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-965a46d e-con-full e-flex e-con e-child\" data-id=\"965a46d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d6b4b2 elementor-widget elementor-widget-heading\" data-id=\"4d6b4b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What to Look For in a Modern PCBA Partner<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-666157d e-con-full e-flex e-con e-child\" data-id=\"666157d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d962555 e-con-full e-flex e-con e-child\" data-id=\"d962555\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-230a8f5 elementor-widget elementor-widget-text-editor\" data-id=\"230a8f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>If you are vetting an electronics manufacturing services (EMS) provider, asking <i data-path-to-node=\"32\" data-index-in-node=\"80\">&#8220;Do you have an AOI machine?&#8221;<\/i> is no longer enough. To safeguard your product&#8217;s reliability, your questionnaire should include:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06cdc43 e-con-full e-flex e-con e-child\" data-id=\"06cdc43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b8d1729 e-con-full e-flex e-con e-child\" data-id=\"b8d1729\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d82682c elementor-widget elementor-widget-text-editor\" data-id=\"d82682c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b data-path-to-node=\"33,0,0\" data-index-in-node=\"0\">Is your AOI line integrated with AI deep learning models?<\/b> (This ensures they aren&#8217;t suffering from operator override fatigue).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3e49e1 e-con-full e-flex e-con e-child\" data-id=\"e3e49e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-fa03229 e-con-full e-flex e-con e-child\" data-id=\"fa03229\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4997598 elementor-widget elementor-widget-text-editor\" data-id=\"4997598\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b data-path-to-node=\"33,1,0\" data-index-in-node=\"0\">Do you use inline 3D SPI alongside 3D AOI?<\/b> (Solder Paste Inspection before reflow combined with AOI after reflow is the gold standard).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2389c07 e-con-full e-flex e-con e-child\" data-id=\"2389c07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6cae081 e-con-full e-flex e-con e-child\" data-id=\"6cae081\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e9eeef4 elementor-widget elementor-widget-text-editor\" data-id=\"e9eeef4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b data-path-to-node=\"33,2,0\" data-index-in-node=\"0\">Do you offer automated X-ray inspection (AXI) for bottom-termination components?<\/b> (Essential for BGAs and QFNs where optical cameras literally cannot see).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-368596c e-con-full e-flex e-con e-child\" data-id=\"368596c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3290b7a e-con-full e-flex e-con e-child\" data-id=\"3290b7a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f534320 elementor-widget elementor-widget-text-editor\" data-id=\"f534320\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>Looking for a PCBA partner that leaves nothing to chance?<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ca39ef e-con-full e-flex e-con e-child\" data-id=\"2ca39ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6a6679f e-con-full e-flex e-con e-child\" data-id=\"6a6679f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97753eb elementor-widget elementor-widget-text-editor\" data-id=\"97753eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>At JKRGLO, our SMT assembly lines feature fully integrated, AI-driven 3D AOI and SPI inspection systems to guarantee zero-defect delivery for IPC Class 2 and Class 3 builds. <b data-path-to-node=\"35,0\" data-index-in-node=\"245\">[<a href=\"https:\/\/jkrglo.com\/contact-us\/\">Contact our QA engineering team today<\/a>]<\/b> to learn how we protect your hardware&#8217;s integrity.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a6d31c e-con-full e-flex e-con e-child\" data-id=\"4a6d31c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5df0ea1 e-con-full e-flex e-con e-child\" data-id=\"5df0ea1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd8942 elementor-widget elementor-widget-heading\" data-id=\"7dd8942\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">About US<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b5dd9e1 e-con-full e-flex e-con e-child\" data-id=\"b5dd9e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6d2aab8 e-con-full e-flex e-con e-child\" data-id=\"6d2aab8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72a5de8 elementor-widget elementor-widget-text-editor\" data-id=\"72a5de8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-AX0efyGQXdVFtFcRvpnc2pLmnoB\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-BT5kfhWgHdywXVcMVz8cJIr1nGg\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-JXNMf5m9YdhPnjcHWBAcgeVpnjh\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-OgeMfov1VdTuRUc4j6dcRUSQneK\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-R486f5CMedBo2ccaZjmcgnYhnmd\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-D4BBf2GkVdFkOGc0IepczSGdnPh\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-XCa0fHu0hdDCRHcHLbscFioInkf\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-YjdxflKVKdtelZcDWYEcazNDnbc\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-MoKEfKI4EdzEuPcCo3JcUGJMnac\"><div data-page-id=\"On0jfNld3d6I7ecMLyzcfgHXnYb\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\"><div class=\"ace-line ace-line old-record-id-HKXTfaw8Sd5zbxcNUYIc3xO7ndd\">Founded in 2012, <a href=\"https:\/\/jkrglo.com\/about-us\/\"><strong>JKRGLO<\/strong><\/a> strives to build a one-stop platform for the electronic industry chain. By integrating PCB manufacturing, component procurement and PCB assembly services, we enable digital PCBA processing. With increasing investment in innovation and digital systems, we have achieved rapid growth and emerged as a leading PCB and PCBA manufacturer in the industry, capable of rapidly producing high-reliability and cost-effective products.<\/div><div>\u00a0<\/div><div class=\"ace-line ace-line old-record-id-HKXTfaw8Sd5zbxcNUYIc3xO7ndd\"><a href=\"https:\/\/jkrglo.com\/about-us\/\"><strong>About US<\/strong><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47e9ae48 e-con-full e-flex e-con e-child\" data-id=\"47e9ae48\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:93,&quot;animation&quot;:&quot;none&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40c24d4b e-con-full e-flex e-con e-child\" data-id=\"40c24d4b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23b92067 elementor-toc--content-ellipsis elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"23b92067\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;no_headings_message&quot;:&quot;\\u5728\\u6b64\\u9875\\u9762\\u4e0a\\u627e\\u4e0d\\u5230\\u6807\\u9898\\u3002&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;collapse_subitems&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:205,&quot;sizes&quot;:[]},&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;,&quot;rendered_tag&quot;:&quot;&lt;svg class=\\&quot;e-font-icon-svg e-fas-circle\\&quot; viewBox=\\&quot;0 0 512 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;},&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height_laptop&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h2 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__23b92067\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__23b92067\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__23b92067\" class=\"elementor-toc__body elementor-toc__list-items--collapsible\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Beyond the Naked Eye: How AI-Driven AOI Ensures Flawless PCBA Production Facebook X-twitter Youtube Opening Introduction For decades, the electronics [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","site-sidebar-layout":"right-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[12],"tags":[],"class_list":["post-2925","post","type-post","status-publish","format-standard","hentry","category-pcbpcba"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How AI-Driven AOI Ensures Flawless PCBA Production<\/title>\n<meta name=\"description\" content=\"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/jkrglo.com\/de\/ai-driven-aoi-inspection\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI-Driven AOI Ensures Flawless PCBA Production\" \/>\n<meta property=\"og:description\" content=\"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jkrglo.com\/de\/ai-driven-aoi-inspection\/\" \/>\n<meta property=\"og:site_name\" content=\"JKRGLO PCB PCBA\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-24T02:40:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-24T03:09:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/jkrglo.com\/wp-content\/uploads\/2026\/06\/PCBA-Production-AOI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1555\" \/>\n\t<meta property=\"og:image:height\" content=\"1010\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"JKRGLO R&amp;D Engineer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"JKRGLO R&amp;D Engineer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"6\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/\"},\"author\":{\"name\":\"JKRGLO R&amp;D Engineer\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/#\\\/schema\\\/person\\\/95db5103d04c5954038a003452b40c32\"},\"headline\":\"AI-driven AOI inspection\",\"datePublished\":\"2026-06-24T02:40:50+00:00\",\"dateModified\":\"2026-06-24T03:09:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/\"},\"wordCount\":946,\"articleSection\":[\"Blog\"],\"inLanguage\":\"de\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/\",\"url\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/\",\"name\":\"How AI-Driven AOI Ensures Flawless PCBA Production\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/jkrglo.com\\\/#website\"},\"datePublished\":\"2026-06-24T02:40:50+00:00\",\"dateModified\":\"2026-06-24T03:09:27+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/jkrglo.com\\\/#\\\/schema\\\/person\\\/95db5103d04c5954038a003452b40c32\"},\"description\":\"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/ai-driven-aoi-inspection\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"HOME\",\"item\":\"https:\\\/\\\/jkrglo.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI-driven AOI inspection\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/#website\",\"url\":\"https:\\\/\\\/jkrglo.com\\\/\",\"name\":\"JKRGLO PCB PCBA\",\"description\":\"PCB Manufacturing &amp; Assembly\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/jkrglo.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/jkrglo.com\\\/#\\\/schema\\\/person\\\/95db5103d04c5954038a003452b40c32\",\"name\":\"JKRGLO R&amp;D Engineer\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g\",\"caption\":\"JKRGLO R&amp;D Engineer\"},\"sameAs\":[\"https:\\\/\\\/jkrglo.com\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How AI-Driven AOI Ensures Flawless PCBA Production","description":"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/jkrglo.com\/de\/ai-driven-aoi-inspection\/","og_locale":"de_DE","og_type":"article","og_title":"How AI-Driven AOI Ensures Flawless PCBA Production","og_description":"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.","og_url":"https:\/\/jkrglo.com\/de\/ai-driven-aoi-inspection\/","og_site_name":"JKRGLO PCB PCBA","article_published_time":"2026-06-24T02:40:50+00:00","article_modified_time":"2026-06-24T03:09:27+00:00","og_image":[{"width":1555,"height":1010,"url":"https:\/\/jkrglo.com\/wp-content\/uploads\/2026\/06\/PCBA-Production-AOI.jpg","type":"image\/jpeg"}],"author":"JKRGLO R&amp;D Engineer","twitter_card":"summary_large_image","twitter_misc":{"Verfasst von":"JKRGLO R&amp;D Engineer","Gesch\u00e4tzte Lesezeit":"6\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/#article","isPartOf":{"@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/"},"author":{"name":"JKRGLO R&amp;D Engineer","@id":"https:\/\/jkrglo.com\/#\/schema\/person\/95db5103d04c5954038a003452b40c32"},"headline":"AI-driven AOI inspection","datePublished":"2026-06-24T02:40:50+00:00","dateModified":"2026-06-24T03:09:27+00:00","mainEntityOfPage":{"@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/"},"wordCount":946,"articleSection":["Blog"],"inLanguage":"de"},{"@type":"WebPage","@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/","url":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/","name":"How AI-Driven AOI Ensures Flawless PCBA Production","isPartOf":{"@id":"https:\/\/jkrglo.com\/#website"},"datePublished":"2026-06-24T02:40:50+00:00","dateModified":"2026-06-24T03:09:27+00:00","author":{"@id":"https:\/\/jkrglo.com\/#\/schema\/person\/95db5103d04c5954038a003452b40c32"},"description":"Reduce false calls and eliminate SMT defects. Discover how AI-driven AOI revolutionizes PCBA quality control and ensures strict IPC Class 3 compliance.","breadcrumb":{"@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/jkrglo.com\/ai-driven-aoi-inspection\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"HOME","item":"https:\/\/jkrglo.com\/"},{"@type":"ListItem","position":2,"name":"AI-driven AOI inspection"}]},{"@type":"WebSite","@id":"https:\/\/jkrglo.com\/#website","url":"https:\/\/jkrglo.com\/","name":"JKRGLO PCB PCBA","description":"PCB Manufacturing &amp; Assembly","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/jkrglo.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Person","@id":"https:\/\/jkrglo.com\/#\/schema\/person\/95db5103d04c5954038a003452b40c32","name":"JKRGLO R&amp;D Engineer","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/secure.gravatar.com\/avatar\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f7bf31c723a5c258487c5ab8b82c8b91d1c3aa81dbae5715535e83827a3fcf6d?s=96&d=mm&r=g","caption":"JKRGLO R&amp;D Engineer"},"sameAs":["https:\/\/jkrglo.com"]}]}},"_links":{"self":[{"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/posts\/2925","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/comments?post=2925"}],"version-history":[{"count":10,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/posts\/2925\/revisions"}],"predecessor-version":[{"id":2937,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/posts\/2925\/revisions\/2937"}],"wp:attachment":[{"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/media?parent=2925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/categories?post=2925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jkrglo.com\/de\/wp-json\/wp\/v2\/tags?post=2925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}