{"id":6993,"date":"2024-05-21T17:27:20","date_gmt":"2024-05-21T17:27:20","guid":{"rendered":"https:\/\/instrumental.com\/?page_id=6993"},"modified":"2024-12-16T17:42:24","modified_gmt":"2024-12-16T17:42:24","slug":"industrial-and-communications_electronics","status":"publish","type":"page","link":"https:\/\/instrumental.com\/industrial-and-communications_electronics\/","title":{"rendered":"Industrial &amp; Communications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6993\" class=\"elementor elementor-6993\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7765519 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"7765519\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-2cc3707\" data-id=\"2cc3707\" 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-63fc585 elementor-widget elementor-widget-spacer\" data-id=\"63fc585\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\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-285a2dd elementor-widget elementor-widget-heading\" data-id=\"285a2dd\" 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<span class=\"elementor-heading-title elementor-size-default\">FOR ENTERPRISE ELECTRONICS<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a21ca3b elementor-widget elementor-widget-heading\" data-id=\"a21ca3b\" 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<h1 class=\"elementor-heading-title elementor-size-default\">Accelerate NPI and improve quality with AI<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3069585 elementor-widget elementor-widget-text-editor\" data-id=\"3069585\" 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\tUse the AI-powered visual inspection and failure analysis toolkit to find and solve issues in your NPI design and assembly process. With an AI and data platform for your entire product lifecycle, you can meet your NPI deadline, prevent dark yield, and improve quality and yield.\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-265ab50 elementor-widget elementor-widget-spacer\" data-id=\"265ab50\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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<\/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-8145c7f elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"8145c7f\" 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-fe89642\" data-id=\"fe89642\" 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-21848e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"21848e9\" 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-33 elementor-inner-column elementor-element elementor-element-08cf04d\" data-id=\"08cf04d\" 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-908032a elementor-widget elementor-widget-image\" data-id=\"908032a\" 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=\"250\" height=\"144\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/07\/axon-logo.png\" class=\"attachment-full size-full wp-image-4003\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9e2ef98\" data-id=\"9e2ef98\" 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-767107e elementor-widget elementor-widget-image\" data-id=\"767107e\" 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=\"250\" height=\"144\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/07\/cisco-meraki-logo.png\" class=\"attachment-full size-full wp-image-4007\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-62cede0\" data-id=\"62cede0\" 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-f382aef elementor-widget elementor-widget-image\" data-id=\"f382aef\" 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=\"250\" height=\"144\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/07\/solar-edge-logo.png\" class=\"attachment-full size-full wp-image-4012\" alt=\"\" \/>\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\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-830e27a elementor-widget elementor-widget-spacer\" data-id=\"830e27a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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<\/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-49d4a2c elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"49d4a2c\" 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-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ea9f08f\" data-id=\"ea9f08f\" 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-27a5c0d elementor-widget elementor-widget-heading\" data-id=\"27a5c0d\" 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\">Meet your NPI Deadline<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dd0012 elementor-widget elementor-widget-text-editor\" data-id=\"8dd0012\" 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\tUncover hidden defects with AI that starts finding anomalies with just 5 units. Then conduct failure analyses using AI-powered correlations to identify relationships between failures, data, and images.\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c348441\" data-id=\"c348441\" 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-2098539 elementor-widget elementor-widget-image\" data-id=\"2098539\" 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=\"1695\" height=\"1752\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1.png\" class=\"attachment-full size-full wp-image-6206\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1.png 1695w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1-290x300.png 290w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1-991x1024.png 991w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1-768x794.png 768w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235513-2048x1932-1-1486x1536.png 1486w\" sizes=\"(max-width: 1695px) 100vw, 1695px\" \/>\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\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-e126637 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"e126637\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7b46b01\" data-id=\"7b46b01\" 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-d1c4629 elementor-widget elementor-widget-image\" data-id=\"d1c4629\" 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=\"960\" height=\"960\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause-1024x1024.png\" class=\"attachment-large size-large wp-image-4356\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause-1024x1024.png 1024w, https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause-300x300.png 300w, https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause-150x150.png 150w, https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause-768x768.png 768w, https:\/\/instrumental.com\/wp-content\/uploads\/2022\/10\/root-cause.png 1236w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d8b50b9\" data-id=\"d8b50b9\" 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-790006a elementor-widget elementor-widget-heading\" data-id=\"790006a\" 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\">Improve Engineering Efficiency<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ee20d0 elementor-widget elementor-widget-text-editor\" data-id=\"0ee20d0\" 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\tUse AI to quickly identify and eliminate potential root causes, and generate measurements for analysis. This will save engineering time spent on running DOEs, data collection, and debugging.\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f8ff0f7 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"f8ff0f7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f962b34\" data-id=\"f962b34\" 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-50dc331 elementor-widget elementor-widget-heading\" data-id=\"50dc331\" 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\">Prevent field failures and dark yield<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42a2de6 elementor-widget elementor-widget-text-editor\" data-id=\"42a2de6\" 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\tUsing AI, discover novel and known defects early in design and prevent them from turning into problems in production. This will ensure no defect escapes from your factory and de-risk the ramp and mass production.\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-205c106\" data-id=\"205c106\" 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-2710a4b elementor-widget elementor-widget-image\" data-id=\"2710a4b\" 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=\"637\" height=\"429\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Option-v2-3-1.svg\" class=\"attachment-large size-large wp-image-6003\" alt=\"\" \/>\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\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-e5d3e00 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"e5d3e00\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-af642e1\" data-id=\"af642e1\" 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-3bdefe0 elementor-widget elementor-widget-image\" data-id=\"3bdefe0\" 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=\"498\" height=\"291\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Reduce-rework.svg\" class=\"attachment-large size-large wp-image-6170\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a2d1e2f\" data-id=\"a2d1e2f\" 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-2621efe elementor-widget elementor-widget-heading\" data-id=\"2621efe\" 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\">Reduce Rework<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2582ad4 elementor-widget elementor-widget-text-editor\" data-id=\"2582ad4\" 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\tIntercept defective units in the upstream assembly process using pass\/fail tests. This approach allows for the early detection of issues, reducing the need for costly and time-consuming downstream fixes like teardowns and rework.\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ef4c895 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"ef4c895\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-453129b\" data-id=\"453129b\" 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-6f6c965 elementor-widget elementor-widget-heading\" data-id=\"6f6c965\" 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\">Improve FPY<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e187279 elementor-widget elementor-widget-text-editor\" data-id=\"e187279\" 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\tCatch production issues early with anomaly-detecting AI and pass\/fail monitoring. Then, trace and resolve issues using a historical data record and AI-powered failure analysis tools to minimize the risk of additional defective units and boost your initial yield.\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9e7611a\" data-id=\"9e7611a\" 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-c96d69d elementor-widget elementor-widget-image\" data-id=\"c96d69d\" 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=\"540\" height=\"378\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235516.svg\" class=\"attachment-large size-large wp-image-6152\" alt=\"\" \/>\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\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-b39084d elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"b39084d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a802362\" data-id=\"a802362\" 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-8c12431 elementor-widget elementor-widget-video\" data-id=\"8c12431\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;play_on_mobile&quot;:&quot;yes&quot;,&quot;mute&quot;:&quot;yes&quot;,&quot;loop&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/station-check.mp4\" autoplay=\"\" loop=\"\" muted=\"muted\" playsinline=\"\" controlsList=\"nodownload\"><\/video>\n\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-97b14ee\" data-id=\"97b14ee\" 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-9b8fd97 elementor-widget elementor-widget-heading\" data-id=\"9b8fd97\" 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\">Automate Inspection<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ed0279 elementor-widget elementor-widget-text-editor\" data-id=\"9ed0279\" 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\tAugment operator judgment with automated AI-powered visual inspection. The AI runs 100s of inspections in seconds and reduces human error in high-mix scenarios by swiftly switching contexts and highlighting defects.\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9e3a1af elementor-section-full_width elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"9e3a1af\" 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-c6c240e\" data-id=\"c6c240e\" 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-5c50cc4 elementor-widget elementor-widget-spacer\" data-id=\"5c50cc4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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<\/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-c82a034 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"c82a034\" 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-50 elementor-top-column elementor-element elementor-element-b9ceed5\" data-id=\"b9ceed5\" 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-bd8a3c6 elementor-widget elementor-widget-heading\" data-id=\"bd8a3c6\" 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<span class=\"elementor-heading-title elementor-size-default\">Manufacturing AI and Data Platform\u00a0\n<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaeab10 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"aaeab10\" 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\tInstrumental delivers a real-time unified, traceable manufacturing data record, providing valuable insights across the product lifecycle.\n\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4af3c90\" data-id=\"4af3c90\" 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-d67d69d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d67d69d\" 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\tLeverage AI for preventative and corrective action, production management, and digital transformation.\n\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-e84df47 elementor-widget elementor-widget-heading\" data-id=\"e84df47\" 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<span class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/instrumental.com\/how-it-works\">Learn more about the platform<\/a><\/span>\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-5c96642 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"5c96642\" 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-a560fcf\" data-id=\"a560fcf\" 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-5c12994 elementor-widget__width-initial wpr-adv-slider-columns-1 wpr-adv-slider-columns--tablet1 wpr-adv-slider-columns--mobile1 wpr-adv-slides-to-scroll-1 wpr-slider-dots-horizontal elementor-widget elementor-widget-wpr-advanced-slider\" data-id=\"5c12994\" data-element_type=\"widget\" data-settings=\"{&quot;slider_amount&quot;:1,&quot;slider_amount_tablet&quot;:1,&quot;slider_amount_mobile&quot;:1,&quot;slides_to_scroll&quot;:1,&quot;slider_loop&quot;:&quot;yes&quot;,&quot;slider_hide_video_content&quot;:&quot;yes&quot;,&quot;slider_video_btn_size&quot;:&quot;medium&quot;}\" data-widget_type=\"wpr-advanced-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Advanced Slider -->\n\t\t<div class=\"wpr-advanced-slider-wrap\">\n\t\t\t\n\t\t\t<div class=\"wpr-advanced-slider\" dir=\"ltr\" data-slick=\"{&quot;rtl&quot;:false,&quot;infinite&quot;:true,&quot;speed&quot;:700,&quot;arrows&quot;:true,&quot;dots&quot;:true,&quot;autoplay&quot;:false,&quot;autoplaySpeed&quot;:1000,&quot;pauseOnHover&quot;:&quot;&quot;,&quot;prevArrow&quot;:&quot;#wpr-slider-prev-5c12994&quot;,&quot;nextArrow&quot;:&quot;#wpr-slider-next-5c12994&quot;,&quot;vertical&quot;:false,&quot;adaptiveHeight&quot;:true}\" data-hide-video-content=\"yes\" data-video-btn-size=\"{&quot;widescreen&quot;:&quot;medium&quot;,&quot;desktop&quot;:&quot;medium&quot;,&quot;laptop&quot;:&quot;medium&quot;,&quot;tablet_extra&quot;:&quot;medium&quot;,&quot;tablet&quot;:&quot;medium&quot;,&quot;mobile_extra&quot;:&quot;medium&quot;,&quot;mobile&quot;:&quot;medium&quot;}\" data-slide-effect=\"slide\">\n\t\t\t\t<div class=\"wpr-slider-item elementor-repeater-item-661ec01\"><div class=\"wpr-slider-item-bg \" style=\"background-image: url(https:\/\/instrumental.com\/wp-content\/uploads\/2024\/12\/5a47793e-cbb3-4fad-8e45-deffcc198b11-4.png)\"><\/div><div class=\"wpr-cv-container\"><div class=\"wpr-cv-outer\"><div class=\"wpr-cv-inner\"><div class=\"wpr-slider-content\"><div class=\"wpr-slider-description\"><p>By giving our operators real-time feedback on the assembly line, we have been able to speed up our ramp-up and reduce human error. \n\n<div style=\"font-size: 25px;font-weight: 700;margin-left:10px;margin-bottom:-20px;color:#fff\">Eyal Magal\n<div style=\"font-size: 15px;font-weight: normal;margin-bottom:-10px\">\nSenior Director, General Manager, SolarEdge\n<\/div>\n<\/div><\/p><\/div><div class=\"wpr-slider-btns\"><a class=\"wpr-slider-primary-btn\" href=\"https:\/\/instrumental.com\/case-studies\/puffco-discovers-root-cause-in-record-time-with-instrumental\/\">View Case Study<\/a><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"wpr-slider-item elementor-repeater-item-dcd221d\"><div class=\"wpr-slider-item-bg \" style=\"background-image: url(https:\/\/instrumental.com\/wp-content\/uploads\/2024\/05\/image4.png)\"><\/div><div class=\"wpr-cv-container\"><div class=\"wpr-cv-outer\"><div class=\"wpr-cv-inner\"><div class=\"wpr-slider-content\"><div class=\"wpr-slider-description\"><p>Ensured consistent product quality and <strong>reduced defect hunt and root cause time by half.<\/strong>\n\n<img decoding=\"async\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/logo-chargepoint-1.png\" style=\"width:150px;margin-top:30px;margin-bottom:-30px\"><\/p><\/div><div class=\"wpr-slider-btns\"><a class=\"wpr-slider-primary-btn\" href=\"https:\/\/instrumental.com\/case-studies\/chargepoint-case-study\/\">View Case Study<\/a><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"wpr-slider-item elementor-repeater-item-7f06fc2\"><div class=\"wpr-slider-item-bg \" style=\"background-image: url(https:\/\/instrumental.com\/wp-content\/uploads\/2022\/08\/axon-cs.png)\"><\/div><div class=\"wpr-cv-container\"><div class=\"wpr-cv-outer\"><div class=\"wpr-cv-inner\"><div class=\"wpr-slider-content\"><div class=\"wpr-slider-description\"><p>Axon <strong>avoids launch delays<\/strong> with AI\n\n<img decoding=\"async\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/logo-axon-1.png\" style=\"width:150px;margin-top:30px;margin-bottom:-30px\" \/><\/p><\/div><div class=\"wpr-slider-btns\"><a class=\"wpr-slider-primary-btn\" href=\"https:\/\/instrumental.com\/case-studies\/case-study-axon-in-car-video-camera-program\/\">View Case Study<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t<\/div>\n\t\t\t<div class=\"wpr-slider-controls\">\n\t\t\t\t<div class=\"wpr-slider-dots\"><\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"wpr-slider-arrow-container\">\n\t\t\t\t<div class=\"wpr-slider-prev-arrow wpr-slider-arrow\" id=\"wpr-slider-prev-5c12994\">\n\t\t\t\t\t<svg 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d=\"M499.6,159.3c0.3,7-2.4,13.2-7,17.9c-4.3,4.3-10.4,7-16.9,7H81.6l95.6,95.6c9.3,9.3,9.3,24.4,0,33.8c-4.6,4.6-10.8,7-16.9,7c-6.1,0-12.3-2.4-16.9-7L6.9,177.2c-9.3-9.3-9.3-24.4,0-33.8l16.9-16.9l0,0L143.3,6.9c9.3-9.3,24.4-9.3,33.8,0c4.6,4.6,7,10.8,7,16.9s-2.4,12.3-7,16.9l-95.6,95.6h393.7C488.3,136.3,499.1,146.4,499.6,159.3z\"\/><\/g><\/svg>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\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<\/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-a5c6775 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"a5c6775\" 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-top-column elementor-element elementor-element-1cfa3f9\" data-id=\"1cfa3f9\" 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-b40abf9 elementor-widget elementor-widget-heading\" data-id=\"b40abf9\" 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\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-379080a elementor-widget elementor-widget-toggle\" data-id=\"379080a\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5821\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-5821\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg 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><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened 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><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What kind of products can be used with Instrumental?\u00a0<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-5821\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-5821\"><p>Instrumental&#8217;s approach centers on data analysis rather than data origin. Our solutions have been successfully applied to various products, including blade servers, enterprise cameras, EV chargers, solar inverters, and infrared cameras. We collaborate closely with clients to configure the imaging station to align with your specific product requirements, or we can use an existing image source like an X-Ray machine, AOI machine, etc.<\/p><p><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5822\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-5822\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg 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><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened 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><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">When is the best time to implement Instrumental?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-5822\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-5822\"><p>Instrumental is sought after in five key scenarios by its customers:<br \/>&#8211; To enhance yield on an existing production line<br \/>&#8211; To establish new factories or lines without compromising quality or speed<br \/>&#8211; To stabilize production that has gone out of control<br \/>&#8211; To expedite New Product Introduction (NPI) programs across remote factory locations<br \/>&#8211; To supervise distant Joint Design Manufacturer (JDM) or Original Design Manufacturer (ODM) partners<br \/>The company&#8217;s value persists throughout the entire product lifecycle, even after initial objectives have been accomplished, making it a reliable and long-term business partner.<\/p><p><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5823\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-5823\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg 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><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened 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><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Will Instrumental still work in a low volume, high mix environment?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-5823\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-5823\"><p>Yes, The Instrumental solution has proven its efficacy in low volumes of mission-critical electronics like solar inverters, first responder radios, and blade servers. This is possible by using a sophisticated generalized low-shot algorithm, facilitating seamless implementation with as few as 30 units. With the added benefits of full traceability and high mix features, our customers can efficiently manage multiple SKUs across different sites, streamlining their operations and improving efficiency.<\/p><p><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What kind of products can be used with Instrumental?\\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Instrumental&#8217;s approach centers on data analysis rather than data origin. Our solutions have been successfully applied to various products, including blade servers, enterprise cameras, EV chargers, solar inverters, and infrared cameras. 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elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ce65391 elementor-widget__width-auto elementor-absolute elementor-widget elementor-widget-image\" data-id=\"ce65391\" data-element_type=\"widget\" id=\"close-pop\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" 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\t<a href=\"\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/close_5882511.png\" class=\"attachment-full size-full wp-image-5415\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/close_5882511.png 512w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/close_5882511-300x300.png 300w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/close_5882511-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" 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