{"id":5880,"date":"2023-10-04T20:02:02","date_gmt":"2023-10-04T20:02:02","guid":{"rendered":"https:\/\/instrumental.com\/?page_id=5880"},"modified":"2024-09-30T17:16:28","modified_gmt":"2024-09-30T17:16:28","slug":"consumer-electronics","status":"publish","type":"page","link":"https:\/\/instrumental.com\/consumer-electronics\/","title":{"rendered":"Consumer Electronics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5880\" class=\"elementor elementor-5880\">\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 CONSUMER 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\">Leave build delays behind\n<\/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 anomaly-detecting AI, failure analysis tools, and historical data records to quickly discover, analyze, and resolve defects. Improve engineering efficiency, reduce build delays, avoid early field failures, and improve customer satisfaction with Instrumental.\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\" 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-20 elementor-inner-column elementor-element elementor-element-9822714\" data-id=\"9822714\" 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-42e11a6 elementor-widget elementor-widget-image\" data-id=\"42e11a6\" 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=\"251\" height=\"144\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/05\/meta.png\" class=\"attachment-full size-full wp-image-5118\" 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-20 elementor-inner-column elementor-element elementor-element-eae6ea0\" data-id=\"eae6ea0\" 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-941be04 elementor-widget elementor-widget-image\" data-id=\"941be04\" 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\/bose-logo.png\" class=\"attachment-full size-full wp-image-4005\" 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-20 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\/puffco-logo.png\" class=\"attachment-full size-full wp-image-4011\" 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-20 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 loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"144\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/07\/toast-logo.png\" class=\"attachment-full size-full wp-image-4013\" 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-20 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 loading=\"lazy\" decoding=\"async\" width=\"659\" height=\"309\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Opal_Camera_Logo-scaled-1.png\" class=\"attachment-full size-full wp-image-6250\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Opal_Camera_Logo-scaled-1.png 659w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Opal_Camera_Logo-scaled-1-300x141.png 300w\" sizes=\"(max-width: 659px) 100vw, 659px\" \/>\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-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-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<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-308a63e elementor-widget elementor-widget-text-editor\" data-id=\"308a63e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Uncover 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.<\/p>\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-0266b0a elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"0266b0a\" 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-71051fa\" data-id=\"71051fa\" 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-827ed3e elementor-widget elementor-widget-heading\" data-id=\"827ed3e\" 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\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1f1aca elementor-widget elementor-widget-text-editor\" data-id=\"a1f1aca\" 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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-bce6ed3\" data-id=\"bce6ed3\" 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-cc24c7a elementor-widget elementor-widget-image\" data-id=\"cc24c7a\" 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=\"738\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/07\/identify-root-causes-with-instrumental-1024x787.png\" class=\"attachment-large size-large wp-image-5337\" alt=\"identify root causes with instrumental\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/07\/identify-root-causes-with-instrumental-1024x787.png 1024w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/07\/identify-root-causes-with-instrumental-300x231.png 300w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/07\/identify-root-causes-with-instrumental-768x590.png 768w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/07\/identify-root-causes-with-instrumental.png 1080w\" 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\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-989bb10 elementor-widget elementor-widget-image\" data-id=\"989bb10\" 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=\"320\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235507.svg\" class=\"attachment-large size-large wp-image-5996\" 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-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\">Avoid additional builds\n<\/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\tUtilize anomaly-detecting algorithms and near-real-time factory data to detect defects early. Speed up failure analysis with AI-powered tools that suggest root causes in minutes. By finding and fixing defects earlier in the design process, you can prevent additional builds or delays.\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\">Avoid Early Field Failures\n<\/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\tDiscover novel defects using AI and monitor every known defect in your design using pass\/fail tests. This will ensure no defect escapes from your factory and will also de-risk the ramp and mass production. \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-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-5a41ebb elementor-widget elementor-widget-image\" data-id=\"5a41ebb\" 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=\"511\" height=\"298\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-missing-screw-1.png\" class=\"attachment-large size-large wp-image-5409\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-missing-screw-1.png 511w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-missing-screw-1-300x175.png 300w\" sizes=\"(max-width: 511px) 100vw, 511px\" \/>\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-42ac6c1 elementor-widget elementor-widget-image\" data-id=\"42ac6c1\" 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\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2021\/04\/derisk.svg\" class=\"attachment-full size-full wp-image-1789\" 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\">Avoid returns and improve customer satisfaction\n<\/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\tOversee factory operations remotely with a dashboard of key KPIs at every level over time and by each station in your process. Monitor known defects using pass\/fail monitors and get alerts when deviations occur. Ensure no defective units escape the factory leading to returns later and negative reviews. \n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-052d470 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"052d470\" 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-dbba384\" data-id=\"dbba384\" 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-43c30e8 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=\"43c30e8\" 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-43c30e8&quot;,&quot;nextArrow&quot;:&quot;#wpr-slider-next-43c30e8&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-dcd221d\"><div class=\"wpr-slider-item-bg \" style=\"background-image: url(https:\/\/instrumental.com\/wp-content\/uploads\/2024\/05\/d4c192be-3367-4f0a-b121-1365f7a7edfb-1-e1714753040287.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>Meta accelerates NPI and <strong>saves over 900 engineering weeks<\/strong> across 7 programs\n\n<\/p><\/div><div class=\"wpr-slider-btns\"><a class=\"wpr-slider-primary-btn\" href=\"https:\/\/instrumental.com\/case-studies\/meta-saves-900-engineering-weeks\/\">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><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\/2022\/08\/puffco-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><strong>Accelerated NPI build<\/strong> by 4 weeks\n\n<img decoding=\"async\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Puffco-Logo.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\/puffco-discovers-root-cause-in-record-time-with-instrumental\/\">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-43c30e8\">\n\t\t\t\t\t<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 499.6 320.6\" style=\"enable-background:new 0 0 499.6 320.6;\" xml:space=\"preserve\"><g><path class=\"st0\" 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\t<div class=\"wpr-slider-next-arrow wpr-slider-arrow\" id=\"wpr-slider-next-43c30e8\">\n\t\t\t\t\t<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 499.6 320.6\" style=\"enable-background:new 0 0 499.6 320.6;\" xml:space=\"preserve\"><g><path class=\"st0\" 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\">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.<\/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>Today is the best time to implement any technology that leverages your data to provide value. Every day that passes is another missed opportunity to improve business KPIs, deliver for your customers, or improve your company&#8217;s intellectual property.<\/p><p>Instrumental\u2019s technology is designed to be low-lift to integrate at any point in the product lifecycle. Consumer Electronics customers implement Instrumental to:<br \/><br \/><\/p><ul><li>Build new technologies with a risk of high failures<\/li><li>Monitor the design of products with challenging assemblies<\/li><li>Oversee operations when working with a new CM\/JDM Partner<\/li><li>Meet their NPI deadlines<\/li><li>Ramp faster in MP without any issues<\/li><\/ul><\/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\":\"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.\"}},{\"@type\":\"Question\",\"name\":\"When is the best time to implement Instrumental?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Today is the best time to implement any technology that leverages your data to provide value. Every day that passes is another missed opportunity to improve business KPIs, deliver for your customers, or improve your company&#8217;s intellectual property.<\\\/p><p>Instrumental\\u2019s technology is designed to be low-lift to integrate at any point in the product lifecycle. 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discover,<\/p>\n","protected":false},"author":30,"featured_media":4363,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-5880","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Avoid build delays - Instrumental for Consumer Electronics<\/title>\n<meta name=\"description\" content=\"Use anomaly-detecting AI, failure analysis tools, and historical data records to quickly discover and resolve defects and avoid build delays.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/instrumental.com\/consumer-electronics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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