{"id":9465,"date":"2026-03-17T14:53:03","date_gmt":"2026-03-17T13:53:03","guid":{"rendered":"https:\/\/www.symbol.nl\/klantcases\/veco-precision-inspection-system-improved-with-data-analysis\/"},"modified":"2026-09-23T00:57:14","modified_gmt":"2026-09-22T22:57:14","slug":"veco-precision-inspection-system-improved-with-data-analysis","status":"publish","type":"succesverhaal","link":"https:\/\/www.symbol.nl\/en\/klantcases\/veco-precision-inspection-system-improved-with-data-analysis\/","title":{"rendered":"Veco Precision: inspection system improved with data analysis"},"excerpt":{"rendered":"<p>Veco Precision&#8217;s automated inspection system collected a lot of data but provided unreliable results. Symbol data scientist analysed 300 photos per product, identified the relevant parameters and implemented a software upgrade. Result: consistent and reliable measurement system with 20 parameters instead of 3, ready for rollout to other products.<\/p>\n","protected":false},"featured_media":9466,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"tags":[190,191,188,189],"class_list":["post-9465","succesverhaal","type-succesverhaal","status-publish","has-post-thumbnail","hentry","tag-ai","tag-continuous-improvement","tag-high-tech","tag-industry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Veco Precision: from manual inspection to automated measurement system<\/title>\n<meta name=\"description\" content=\"Veco Precision&#039;s measurement system provided unreliable inspection results. Symbol data scientist analysed 300 photos per product and improved the percentage of correct judgements.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.symbol.nl\/en\/klantcases\/veco-precision-inspection-system-improved-with-data-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veco Precision: from manual inspection to automated measurement system\" \/>\n<meta property=\"og:description\" content=\"Veco Precision&#039;s measurement system provided unreliable inspection results. Symbol data scientist analysed 300 photos per product and improved the percentage of correct judgements.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.symbol.nl\/en\/klantcases\/veco-precision-inspection-system-improved-with-data-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"Symbol\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-22T22:57:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.symbol.nl\/wp-content\/uploads\/Klantcase_uitgelichte_afbeelding_veco_1200x630.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.symbol.nl\\\/en\\\/klantcases\\\/veco-precision-inspection-system-improved-with-data-analysis\\\/\",\"url\":\"https:\\\/\\\/www.symbol.nl\\\/en\\\/klantcases\\\/veco-precision-inspection-system-improved-with-data-analysis\\\/\",\"name\":\"Veco Precision: from manual inspection to automated measurement system\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.symbol.nl\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.symbol.nl\\\/en\\\/klantcases\\\/veco-precision-inspection-system-improved-with-data-analysis\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.symbol.nl\\\/en\\\/klantcases\\\/veco-precision-inspection-system-improved-with-data-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.symbol.nl\\\/wp-content\\\/uploads\\\/Klantcase_uitgelichte_afbeelding_veco_1200x630.jpeg\",\"datePublished\":\"2026-03-17T13:53:03+00:00\",\"dateModified\":\"2026-09-22T22:57:14+00:00\",\"description\":\"Veco Precision's measurement system provided unreliable inspection results. 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