{"id":5735,"date":"2023-09-07T09:49:48","date_gmt":"2023-09-07T09:49:48","guid":{"rendered":"https:\/\/instrumental.com\/?page_id=5735"},"modified":"2024-09-28T08:43:53","modified_gmt":"2024-09-28T08:43:53","slug":"data-and-ai-transformation","status":"publish","type":"page","link":"https:\/\/instrumental.com\/data-and-ai-transformation\/","title":{"rendered":"Data and AI Transformation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5735\" class=\"elementor elementor-5735\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ec84a4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"0ec84a4\" 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-4c32df0\" data-id=\"4c32df0\" 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-ea80e95 elementor-widget elementor-widget-spacer\" data-id=\"ea80e95\" 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-c5b680c elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"c5b680c\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\tjQuery(document).ready(function(){\n        jQuery('body').addClass('header-white');\n\t});\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e890998 elementor-widget elementor-widget-heading\" data-id=\"e890998\" 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\">Data and AI Transformation\u200b<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dac268 elementor-widget elementor-widget-text-editor\" data-id=\"6dac268\" 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\tFor teams aiming to use data and AI to improve quality and increase efficiency. Aggregate all your data in a single UI, find novel defects using AI, oversee operations with manufacturing dashboards and charts, and replace manual operators with AI-powered visual inspection.\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-2849555 elementor-mobile-align-center elementor-align-left elementor-widget elementor-widget-button\" data-id=\"2849555\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/instrumental.com\/get-a-demo\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Watch 1-minute demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-313bb2e elementor-widget elementor-widget-spacer\" data-id=\"313bb2e\" 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-908d455 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"908d455\" 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-c604f16\" data-id=\"c604f16\" 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-79d8a5b elementor-widget elementor-widget-image\" data-id=\"79d8a5b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"486\" height=\"367\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Data-siloes.svg\" class=\"attachment-large size-large wp-image-6194\" 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-97553c8\" data-id=\"97553c8\" 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-1726c82 elementor-widget elementor-widget-heading\" data-id=\"1726c82\" 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\">Connect all your siloed data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60e017c elementor-widget elementor-widget-text-editor\" data-id=\"60e017c\" 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\tGather visual and parametric data from various sources such as cameras, AOI, X-ray, test stations, or Instrumental Stations into a traceable data record for all your units from sub-suppliers, final assembly, and even returns. \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-4cd0f78 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"4cd0f78\" 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-3eb2973\" data-id=\"3eb2973\" 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-06ee68e elementor-widget elementor-widget-heading\" data-id=\"06ee68e\" 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\">Find novel defects using AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27165a3 elementor-widget elementor-widget-text-editor\" data-id=\"27165a3\" 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 anomaly-detecting AI to start surfacing unknown defects in your design. It continuously learns from your feedback, compares new units to a normal unit, and only needs five units to get started. \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-8b17295\" data-id=\"8b17295\" 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-862dd50 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"862dd50\" data-element_type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Frame-10122258.png\" alt=\"Extraneous screw error\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-zif-latch-alignment-1.png\" alt=\"Zif latch alignment error\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-missing-screw-1.png\" alt=\"Error-type-missing-screw\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/08\/Error-type-coating-inconsistency-1.png\" alt=\"Coating inconsistency error\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\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\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-ab5ecf0 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"ab5ecf0\" 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-55202aa\" data-id=\"55202aa\" 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-cc11ebe elementor-widget elementor-widget-image\" data-id=\"cc11ebe\" 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=\"498\" height=\"334\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Group-660235779-cropped.svg\" class=\"attachment-large size-large wp-image-6306\" alt=\"Dashboard of different manufacturing metrics like yield, first pass yield, output etc\" \/>\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-65fd60a\" data-id=\"65fd60a\" 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-310061f elementor-widget elementor-widget-heading\" data-id=\"310061f\" 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\">Oversee your operations<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36e5dcc elementor-widget elementor-widget-text-editor\" data-id=\"36e5dcc\" 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\tGet actionable, real-time insight into all your factories through the Manufacturing Operations Dashboard. Quickly dive into the stations and tests causing you to miss your yield goals by exploring trends and shifts.\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-93f2b4b elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"93f2b4b\" 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-72ed63f\" data-id=\"72ed63f\" 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-07fc553 elementor-widget elementor-widget-heading\" data-id=\"07fc553\" 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\">standardize quality\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7eb3dc1 elementor-widget elementor-widget-text-editor\" data-id=\"7eb3dc1\" 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\tSet the same level of excellence across all your products and units, regardless of origin, through continuous monitoring and oversight of production processes, intercepting known and unknown defects.\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-ff029f0\" data-id=\"ff029f0\" 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-78f9d5f elementor-widget elementor-widget-image\" data-id=\"78f9d5f\" 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=\"501\" height=\"301\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Standardize-quality.png\" class=\"attachment-large size-large wp-image-5780\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Standardize-quality.png 501w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Standardize-quality-300x180.png 300w\" sizes=\"(max-width: 501px) 100vw, 501px\" \/>\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-20b2b6f elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"20b2b6f\" 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-876594b\" data-id=\"876594b\" 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-2dd41c3 elementor-widget elementor-widget-image\" data-id=\"2dd41c3\" 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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-72f5563\" data-id=\"72f5563\" 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-6955587 elementor-widget elementor-widget-heading\" data-id=\"6955587\" 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-b048955 elementor-widget elementor-widget-text-editor\" data-id=\"b048955\" 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\tSave time by using AI to identify and eliminate potential roots quickly through comprehensive analyses. AI finds relationships between functional failures, data, and images and generates instant measurements to support your analysis.\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-fad9f90 elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"fad9f90\" 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-4f4d75d\" data-id=\"4f4d75d\" 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-2499933 elementor-widget elementor-widget-heading\" data-id=\"2499933\" 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\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e9f7a2 elementor-widget elementor-widget-text-editor\" data-id=\"7e9f7a2\" 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\tReduce costs by replacing manual inspectors with automated AI-powered visual inspection. The AI intercepts defective units in real-time and is more accurate and faster than a manual operator, saving you money and time.\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-53c7c56\" data-id=\"53c7c56\" 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-7d447a4 elementor-widget elementor-widget-video\" data-id=\"7d447a4\" 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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a22e421 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"a22e421\" 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-08e25ce\" data-id=\"08e25ce\" 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-b6ce103 elementor-widget elementor-widget-heading\" data-id=\"b6ce103\" 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\">When to use instrumental<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-82439c0 elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"82439c0\" 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-25 elementor-top-column elementor-element elementor-element-1a7d155\" data-id=\"1a7d155\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-fe2568c\" data-id=\"fe2568c\" 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-3385e1a elementor-widget elementor-widget-image\" data-id=\"3385e1a\" 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=\"185\" height=\"3\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png\" class=\"attachment-full size-full wp-image-6051\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png 185w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990-150x3.png 150w\" sizes=\"(max-width: 185px) 100vw, 185px\" \/>\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-25 elementor-top-column elementor-element elementor-element-3cc07fe\" data-id=\"3cc07fe\" 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-2e01104 elementor-widget elementor-widget-image\" data-id=\"2e01104\" 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=\"185\" height=\"3\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png\" class=\"attachment-full size-full wp-image-6051\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png 185w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990-150x3.png 150w\" sizes=\"(max-width: 185px) 100vw, 185px\" \/>\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-25 elementor-top-column elementor-element elementor-element-e3dc2fe\" data-id=\"e3dc2fe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-0fb21ff elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"0fb21ff\" 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-33 elementor-top-column elementor-element elementor-element-e7a021f\" data-id=\"e7a021f\" 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-fcf5782 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"fcf5782\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"153\" height=\"63\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/gg3.png\" class=\"attachment-full size-full wp-image-6123\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/gg3.png 153w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/gg3-150x63.png 150w\" sizes=\"(max-width: 153px) 100vw, 153px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Aggregate siloed data<\/h3><p class=\"elementor-image-box-description\">You have multiple data sources but<br>don\u2019t know how to generate insights<\/p><\/div><\/div>\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-top-column elementor-element elementor-element-0c766a2\" data-id=\"0c766a2\" 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-ed28ba3 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"ed28ba3\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"388\" height=\"310\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-16.jpg\" class=\"attachment-full size-full wp-image-6215\" alt=\"Challenging a\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-16.jpg 388w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-16-300x240.jpg 300w\" sizes=\"(max-width: 388px) 100vw, 388px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Automate processes<\/h3><p class=\"elementor-image-box-description\">You wish to bring down inspection costs<br>and improve quality<\/p><\/div><\/div>\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-top-column elementor-element elementor-element-2d15f99\" data-id=\"2d15f99\" 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-f3fd786 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"f3fd786\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"385\" height=\"351\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-15.jpg\" class=\"attachment-full size-full wp-image-6214\" alt=\"New technologies illustration\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-15.jpg 385w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-15-300x274.jpg 300w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Industry 4.0 Initiative<\/h3><p class=\"elementor-image-box-description\">You are bringing transformational change<br>using data and AI<\/p><\/div><\/div>\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-6788da0 elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"6788da0\" 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-25 elementor-top-column elementor-element elementor-element-dda3e85\" data-id=\"dda3e85\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-52fa97d\" data-id=\"52fa97d\" 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-8fdcba0 elementor-widget elementor-widget-image\" data-id=\"8fdcba0\" 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=\"185\" height=\"3\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png\" class=\"attachment-full size-full wp-image-6051\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png 185w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990-150x3.png 150w\" sizes=\"(max-width: 185px) 100vw, 185px\" \/>\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-25 elementor-top-column elementor-element elementor-element-8fd1b6a\" data-id=\"8fd1b6a\" 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-e07dadc elementor-widget elementor-widget-image\" data-id=\"e07dadc\" 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=\"185\" height=\"3\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png\" class=\"attachment-full size-full wp-image-6051\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990.png 185w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/Vector-2990-150x3.png 150w\" sizes=\"(max-width: 185px) 100vw, 185px\" \/>\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-25 elementor-top-column elementor-element elementor-element-d4a22f7\" data-id=\"d4a22f7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-ac5be7b elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"ac5be7b\" 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-33 elementor-top-column elementor-element elementor-element-47eb103\" data-id=\"47eb103\" 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-3966b9a elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"3966b9a\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"418\" height=\"377\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-14.jpg\" class=\"attachment-full size-full wp-image-6213\" alt=\"New CM \/ JDM partner illustration\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-14.jpg 418w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-14-300x271.jpg 300w\" sizes=\"(max-width: 418px) 100vw, 418px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Organizational Efficiency<\/h3><p class=\"elementor-image-box-description\">You launch multiple products in a year <br> and desire to improve engineering productivity<\/p><\/div><\/div>\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-top-column elementor-element elementor-element-339fca9\" data-id=\"339fca9\" 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-af8dfb4 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"af8dfb4\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"98\" height=\"82\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/gg1.png\" class=\"attachment-full size-full wp-image-6125\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Oversee manufacturing partners<\/h3><p class=\"elementor-image-box-description\">You have multiple manufacturing sites<br>and you want to keep an eye on all of them<\/p><\/div><\/div>\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-top-column elementor-element elementor-element-36cf6d5\" data-id=\"36cf6d5\" 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-b523045 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"b523045\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"285\" height=\"308\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-12.jpg\" class=\"attachment-full size-full wp-image-6211\" alt=\"Faster ramping illustration\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-12.jpg 285w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/11\/in-12-278x300.jpg 278w\" sizes=\"(max-width: 285px) 100vw, 285px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Scale<\/h3><p class=\"elementor-image-box-description\">You are scaling rapidly and must <br>ensure all units meet high quality levels <\/p><\/div><\/div>\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-f5f4977 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"f5f4977\" 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-df3089a\" data-id=\"df3089a\" 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-f31f27b 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=\"f31f27b\" 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-f31f27b&quot;,&quot;nextArrow&quot;:&quot;#wpr-slider-next-f31f27b&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-b859592\"><div class=\"wpr-slider-item-bg \" style=\"background-image: url(https:\/\/instrumental.com\/wp-content\/uploads\/2024\/05\/image2-1.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>Digital oversight aligns quality and <strong>improves FPY across six global factories<\/strong>\n\n<div style=\"font-size: 20px;font-weight: 700;margin-left:10px;line-height:1.2em;margin-bottom:-20px;color:#fff\">$15B ELECTRIFICATION LEADER, SOLAR EQUIPMENT<\/div><\/p><\/div><div class=\"wpr-slider-btns\"><\/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-f31f27b\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"wpr-slider-next-arrow wpr-slider-arrow\" id=\"wpr-slider-next-f31f27b\">\n\t\t\t\t\t\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-9219e4c elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"9219e4c\" 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-86b4564\" data-id=\"86b4564\" 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-77ba120 elementor-widget elementor-widget-heading\" data-id=\"77ba120\" 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\">Get started with<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dbf93c1 elementor-section-full_width elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"dbf93c1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-c5de8e3\" data-id=\"c5de8e3\" 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-adc1576 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"adc1576\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"109\" height=\"114\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Frame-10122245.png\" class=\"attachment-full size-full wp-image-5717\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Discover AI<\/h3><p class=\"elementor-image-box-description\">Discover automatically detects defects  using continuous learning AI. It flags anomalies and improves results with user feedback.\n<br>\n<a href=\"#\">Learn more <\/a><\/p><\/div><\/div>\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-881e0bc\" data-id=\"881e0bc\" 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-8c62995 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"8c62995\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"139\" height=\"128\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Frame-10122246.png\" class=\"attachment-full size-full wp-image-5718\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Solve AI\u200b<\/h3><p class=\"elementor-image-box-description\">Solve\u00a0includes features that aid in faster failure analysis, such as correlation suggestions for root causes, virtual  tear-down, and visual searches.<br>\n<a href=\"#\">Learn more <\/a><\/p><\/div><\/div>\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-d11d51a\" data-id=\"d11d51a\" 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-31a2c6d elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"31a2c6d\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"139\" height=\"128\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Frame-10122246.png\" class=\"attachment-full size-full wp-image-5718\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Operate AI<\/h3><p class=\"elementor-image-box-description\">Experience the full range of capabilities to monitor your operations. Get real-time manufacturing metrics across SKUs, stations, lines, and sites ...\n<br>\n<a href=\"#\">Learn more <\/a><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50cc543 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"50cc543\" 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-95f2451\" data-id=\"95f2451\" 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-babda8f elementor-widget elementor-widget-heading\" data-id=\"babda8f\" 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\">Get started with<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-af937d0 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"af937d0\" 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-2124fc6\" data-id=\"2124fc6\" 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-36b4737 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"36b4737\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/instrumental.com\/product\/operate-ai\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"225\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122238.png\" class=\"attachment-full size-full wp-image-5763\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122238.png 224w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122238-150x150.png 150w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/instrumental.com\/product\/operate-ai\/\">Operate AI<\/a><\/h3><p class=\"elementor-image-box-description\">Oversee your factory operations<br>with actionable insights,<br> monitoring, and alerting<\/p><\/div><\/div>\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-c1f5eba\" data-id=\"c1f5eba\" 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-7e1b971 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"7e1b971\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/instrumental.com\/product\/discover-ai\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"225\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122237.png\" class=\"attachment-full size-full wp-image-5764\" alt=\"Instrumental&#039;s Discover AI logo\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122237.png 224w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122237-150x150.png 150w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/instrumental.com\/product\/discover-ai\/\">Discover AI<\/a><\/h3><p class=\"elementor-image-box-description\">Discover novel defects with<br>a continuously learning AI<\/p><\/div><\/div>\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-2f7f5f2\" data-id=\"2f7f5f2\" 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-b5c561c elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"b5c561c\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/instrumental.com\/product\/solve-ai\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"272\" height=\"272\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122240.png\" class=\"attachment-full size-full wp-image-5823\" alt=\"Instrumental&#039;s Solve AI logo\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122240.png 272w, https:\/\/instrumental.com\/wp-content\/uploads\/2023\/09\/Group-10122240-150x150.png 150w\" sizes=\"(max-width: 272px) 100vw, 272px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/instrumental.com\/product\/solve-ai\">Solve AI<\/a><\/h3><p class=\"elementor-image-box-description\">Speed up your failure analysis<br>with AI-powered tools<\/p><\/div><\/div>\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-d54f849 elementor-widget elementor-widget-spacer\" data-id=\"d54f849\" 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-3e2720d pop-overlay elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"3e2720d\" 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-885dfa1 demo-pop-analysis\" data-id=\"885dfa1\" 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-35de4d0 elementor-widget__width-auto elementor-absolute elementor-widget elementor-widget-image\" data-id=\"35de4d0\" data-element_type=\"widget\" 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\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45bcc9f hideto elementor-widget elementor-widget-heading\" data-id=\"45bcc9f\" 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\">Schedule a Cost Savings Analysis with one of our Solutions Architects\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1fff7cd hideto elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"1fff7cd\" 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-50 elementor-inner-column elementor-element elementor-element-4df5522\" data-id=\"4df5522\" 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-b8ecc65 demo--hero-form demo--hero-form-custome elementor-widget elementor-widget-shortcode\" data-id=\"b8ecc65\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t<form label=\"GetADemoForm\" action=\"https:\/\/news.instrumental.com\/l\/866002\/2023-08-07\/bs24wk\" id=\"get-a-demo\" method=\"post\" class=\"freeform-form\" data-success-url=\"\/get-a-demo\/thank-you\/\">\r\n\t<input class=\"form-item\" name=\"tags\" type=\"hidden\" id=\"UtmTags\" class=\"UtmTags\" value=\"Get a Demo\"\/>\r\n\t  <input class=\"form-item UtmSource\" id=\"UtmSource\" value=\"\" name=\"utm_source\" type=\"hidden\" \/>\r\n\t  <input class=\"form-item UtmMedium\" id=\"UtmMedium\" value=\"\" name=\"utm_medium\" type=\"hidden\" \/>\r\n\t  <input class=\"form-item UtmCampaign\" id=\"UtmCampaign\" value=\"\"  name=\"utm_campaign\" type=\"hidden\" \/>\r\n\t  <input class=\"form-item UtmTerm\" id=\"UtmTerm\" value=\"\" name=\"utm_term\" type=\"hidden\" \/>\r\n\t  <input class=\"form-item UtmContent\" id=\"UtmContent\" value=\"\" name=\"utm_content\" type=\"hidden\" \/>\r\n\t  <input class=\"form-item UtmGroup\" id=\"UtmGroup\" value=\"\" name=\"utm_group\" type=\"hidden\"\/>\r\n\t  <input class=\"form-item UtmSubgroup\" id=\"UtmSubgroup\" value=\"\"  name=\"utm_subgroup\" type=\"hidden\"\/>\r\n\t  <input class=\"form-item UtmPage\" id=\"UtmPage\" name=\"page\" type=\"hidden\" value=\"Schedule an analysis\" \/>\r\n\t  <input class=\"form-item gclid\" id=\"gclid\" name=\"gclid\" type=\"hidden\"\/>\r\n\t  <input class=\"form-item fbclid\" id=\"fbclid\" name=\"fbclid\" type=\"hidden\"\/>\r\n\t  <input class=\"form-item msclid\" id=\"msclid\" name=\"msclid\" type=\"hidden\"\/>\r\n\t  <input class=\"form-item UtmPageUrl\" id=\"UtmPageUrl\" name=\"pageURL\" type=\"hidden\"\/>\r\n\t\t<!-- Honeypot - Security measure on all forms-->\r\n\t\t<div style=\"position:absolute; left:-9999px; top: -9999px;\">\r\n\t\t<label for=\"pardot_extra_field\">Comments<\/label>\r\n\t\t<input type=\"text\" id=\"pardot_extra_field\" name=\"pardot_extra_field\">\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row two\">\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42683pi_866002_42683\" class=\"freeform-label freeform-required form-label\">First Name<\/label>\r\n\t\t  <input class=\"freeform-input form-item input-required\" name=\"firstName\" type=\"text\" id=\"866002_42683pi_866002_42683\" placeholder=\"First name\"\/>\r\n\t\t<\/div>\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42685pi_866002_42685\" class=\"freeform-label freeform-required form-label\">Last Name<\/label>\r\n\t\t  <input class=\"freeform-input form-item input-required\" name=\"lastName\" type=\"text\" id=\"866002_42685pi_866002_42685\" placeholder=\"Last name\"\/>\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row two\">\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42681pi_866002_42681\" class=\"freeform-label freeform-required form-label\">Email<\/label>\r\n\t\t  <input class=\"freeform-input form-item input-required\" name=\"email\" type=\"email\" id=\"866002_42681pi_866002_42681\" placeholder=\"Example@email.com\"\/>\r\n\t\t<\/div>\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42691pi_866002_42691\" class=\"freeform-label freeform-required form-label\">Phone Number<\/label>\r\n\t\t  <input class=\"freeform-input form-item\" name=\"phone\" type=\"phone\" id=\"866002_42691pi_866002_42691\" placeholder=\"Phone number\"\/>\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row one\">\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42687pi_866002_42687\" class=\"freeform-label form-label\">Job Title<\/label>\r\n\t\t  <input class=\"freeform-input form-item input-required\" name=\"jobTitle\" type=\"text\" id=\"866002_42687pi_866002_42687\" placeholder=\"Job Title\"\/>\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row one\">\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42689pi_866002_42689\" class=\"freeform-label form-label\">Company Name<\/label>\r\n\t\t  <input class=\"freeform-input form-item input-required\" name=\"companyName\" type=\"text\" id=\"866002_42689pi_866002_42689\" placeholder=\"Name of company or organization\"\/>\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row one\" style=\"display:none\">\r\n\t\t<div class=\"freeform-column\">\r\n\t\t  <label for=\"866002_42693pi_866002_42693\" class=\"freeform-label form-label\">What problem are you looking to solve?<\/label>\r\n\t\t  <textarea class=\"freeform-input form-item\" name=\"message\" id=\"866002_42693pi_866002_42693\" rows=\"5\" placeholder=\"How can we help?\">SCHEDULE AN ANALYSIS<\/textarea>\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t  <div style=\"position:absolute; left:-9999px; top: -9999px;\">\r\n\t\t<label for=\"pardot_extra_field\">Comments<\/label>\r\n\t\t<input type=\"text\" id=\"pardot_extra_field\" autocomplete=\"off\" name=\"pardot_extra_field\">\r\n\t  <\/div>\r\n\t  <div class=\"freeform-row\">\r\n\t\t<div class=\"freeform-column center-content\">\r\n\t\t  <input class=\"btn white-green button--form button__submit\" type=\"submit\" name=\"form_page_submit\" id=\"get-a-demo-submit\" value=\"SPEAK TO AN EXPERT\" style=\"background-color: #18ab50;\">\r\n\t\t<\/div>\r\n\t  <\/div>\r\n\t<\/form>\r\n\t<div class=\"demo--page-google-form\" style=\"display: none;\">\r\n    <form id=\"demo--google-form\" data-success-url=\"\/get-a-demo\/thank-you\/\">\r\n     <input type=\"text\" name=\"entry.380092033\" id=\"entry380092033\">\r\n     <input type=\"text\" name=\"entry.211367707\" id=\"entry211367707\">\r\n     <input type=\"text\" name=\"entry.788863625\" id=\"entry788863625\">\r\n     <input type=\"text\" name=\"entry.802540062\" id=\"entry802540062\">\r\n     <input type=\"text\" name=\"entry.981145930\" id=\"entry981145930\">\r\n     <input type=\"text\" name=\"entry.776880309\" id=\"entry776880309\">\r\n     <input type=\"text\" name=\"entry.524618509\" id=\"entry524618509\">\r\n     <input id=\"demo--google-form-submit\" type=\"submit\" value=\"Submit\">\r\n\t<\/form>\r\n\t<\/div>\r\n\t<style>\r\n\r\n\t<\/style>\r\n\r\n\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-inner-column elementor-element elementor-element-ea98a43\" data-id=\"ea98a43\" 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-1c42089 elementor-widget elementor-widget-image\" data-id=\"1c42089\" 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=\"280\" height=\"304\" src=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/09\/molly.png\" class=\"attachment-full size-full wp-image-4257\" alt=\"\" srcset=\"https:\/\/instrumental.com\/wp-content\/uploads\/2022\/09\/molly.png 280w, https:\/\/instrumental.com\/wp-content\/uploads\/2022\/09\/molly-276x300.png 276w\" sizes=\"(max-width: 280px) 100vw, 280px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32b26d8 elementor-widget elementor-widget-heading\" data-id=\"32b26d8\" 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\">Molly McShane<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cbc5e6 elementor-widget elementor-widget-heading\" data-id=\"1cbc5e6\" 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\">Solutions Architect <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-124e027 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"124e027\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin elementor-repeater-item-c92f16a\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-db6846b pop-overlay elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"db6846b\" 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-8cdc751 demo-pop-analysis\" data-id=\"8cdc751\" 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-46046a2 elementor-widget__width-auto elementor-absolute elementor-widget elementor-widget-image\" data-id=\"46046a2\" data-element_type=\"widget\" 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\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a613c17 hideto elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-sticky-section-no\" data-id=\"a613c17\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-79d26f0\" data-id=\"79d26f0\" 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-7fbef84 elementor-widget elementor-widget-video\" data-id=\"7fbef84\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;vimeo&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=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<iframe class=\"elementor-video-iframe\" allowfullscreen allow=\"clipboard-write\" title=\"vimeo Video Player\" src=\"https:\/\/player.vimeo.com\/video\/864531425?color&amp;autopause=0&amp;loop=0&amp;muted=0&amp;title=1&amp;portrait=1&amp;byline=1&amp;h=22daceaef3#t=\"><\/iframe>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>jQuery(document).ready(function(){ jQuery(&#8216;body&#8217;).addClass(&#8216;header-white&#8217;); }); Data and AI Transformation\u200b For teams aiming to use data and AI to improve quality and increase<\/p>\n","protected":false},"author":30,"featured_media":4834,"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-5735","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>Drive Digital Transformation with Data and AI<\/title>\n<meta name=\"description\" content=\"For leaders aiming to use data and AI to improve quality and increase efficiency.\" \/>\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\/data-and-ai-transformation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Drive Digital Transformation with Data and AI\" \/>\n<meta property=\"og:description\" content=\"For leaders aiming to use data and AI to improve quality and increase efficiency.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/instrumental.com\/data-and-ai-transformation\/\" \/>\n<meta property=\"og:site_name\" content=\"Instrumental\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-28T08:43:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Drive Digital Transformation with Data and AI\" \/>\n<meta name=\"twitter:description\" content=\"For leaders aiming to use data and AI to improve quality and increase efficiency.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/\",\"url\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/\",\"name\":\"Drive Digital Transformation with Data and AI\",\"isPartOf\":{\"@id\":\"https:\/\/instrumental.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png\",\"datePublished\":\"2023-09-07T09:49:48+00:00\",\"dateModified\":\"2024-09-28T08:43:53+00:00\",\"description\":\"For leaders aiming to use data and AI to improve quality and increase efficiency.\",\"breadcrumb\":{\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/instrumental.com\/data-and-ai-transformation\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage\",\"url\":\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png\",\"contentUrl\":\"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png\",\"width\":1024,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/instrumental.com\/data-and-ai-transformation\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/instrumental.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data and AI Transformation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/instrumental.com\/#website\",\"url\":\"https:\/\/instrumental.com\/\",\"name\":\"Instrumental\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/instrumental.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Drive Digital Transformation with Data and AI","description":"For leaders aiming to use data and AI to improve quality and increase efficiency.","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:\/\/instrumental.com\/data-and-ai-transformation\/","og_locale":"en_US","og_type":"article","og_title":"Drive Digital Transformation with Data and AI","og_description":"For leaders aiming to use data and AI to improve quality and increase efficiency.","og_url":"https:\/\/instrumental.com\/data-and-ai-transformation\/","og_site_name":"Instrumental","article_modified_time":"2024-09-28T08:43:53+00:00","og_image":[{"width":1024,"height":1024,"url":"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_title":"Drive Digital Transformation with Data and AI","twitter_description":"For leaders aiming to use data and AI to improve quality and increase efficiency.","twitter_image":"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/","url":"https:\/\/instrumental.com\/data-and-ai-transformation\/","name":"Drive Digital Transformation with Data and AI","isPartOf":{"@id":"https:\/\/instrumental.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage"},"image":{"@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage"},"thumbnailUrl":"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png","datePublished":"2023-09-07T09:49:48+00:00","dateModified":"2024-09-28T08:43:53+00:00","description":"For leaders aiming to use data and AI to improve quality and increase efficiency.","breadcrumb":{"@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/instrumental.com\/data-and-ai-transformation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/#primaryimage","url":"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png","contentUrl":"https:\/\/instrumental.com\/wp-content\/uploads\/2023\/03\/DALL\u00b7E-2023-03-17-17.57.44-A-data-driven-futuristic-manufacturing-facility-with-robots-arms-and-big-computer-screens-bright-lighting-with-vibrant-colors-highly-detailed-shar.png","width":1024,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/instrumental.com\/data-and-ai-transformation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/instrumental.com\/"},{"@type":"ListItem","position":2,"name":"Data and AI Transformation"}]},{"@type":"WebSite","@id":"https:\/\/instrumental.com\/#website","url":"https:\/\/instrumental.com\/","name":"Instrumental","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/instrumental.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/pages\/5735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/comments?post=5735"}],"version-history":[{"count":0,"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/pages\/5735\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/media\/4834"}],"wp:attachment":[{"href":"https:\/\/instrumental.com\/wp-json\/wp\/v2\/media?parent=5735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}