{"id":2254,"date":"2026-05-14T08:00:00","date_gmt":"2026-05-14T12:00:00","guid":{"rendered":"https:\/\/www.vernchilders.com\/?p=2254"},"modified":"2026-05-11T15:33:06","modified_gmt":"2026-05-11T19:33:06","slug":"ai-adoption-through-aging-infrastructure","status":"publish","type":"post","link":"https:\/\/www.vernchilders.com\/index.php\/2026\/05\/14\/ai-adoption-through-aging-infrastructure\/","title":{"rendered":"AI Adoption through Aging Infrastructure"},"content":{"rendered":"\n<p>More manufacturers are exploring advanced analytics and machine learning, but adoption across production environments is still uneven. Many #AmericanManufacturers are working through aging infrastructure, fragmented data, and strict validation requirements that slow implementation. Reliability matters more than speed when introducing #FutureTech into production and quality processes. We must keep the focus on solving operational problems instead of deploying new tools for the sake of modernization. #ManufacturingTechnology #DigitalManufacturing #TechLeadership<\/p>\n\n\n\n<p><a href=\"https:\/\/www.automation.com\/article\/report-ai-adoption-us-manufacturing-quadrupled?_gl=1*t73mfo*_up*MQ..*_ga*MjA2NjExNTU0Mi4xNzc4NTE0MTU2*_ga_9PGYWYRX9V*czE3Nzg1MTQxNTUkbzEkZzAkdDE3Nzg1MTQxNTUkajYwJGwwJGgxODQ0MTk5ODY3JGR4MGNNbXU5YWRsWFBiNXpveEtnSTFKWDlDZW1XTDRYeUpR\">https:\/\/www.automation.com\/article\/report-ai-adoption-us-manufacturing-quadrupled?_gl=1*t73mfo*_up*MQ..*_ga*MjA2NjExNTU0Mi4xNzc4NTE0MTU2*_ga_9PGYWYRX9V*czE3Nzg1MTQxNTUkbzEkZzAkdDE3Nzg1MTQxNTUkajYwJGwwJGgxODQ0MTk5ODY3JGR4MGNNbXU5YWRsWFBiNXpveEtnSTFKWDlDZW1XTDRYeUpR<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>More manufacturers are exploring advanced analytics and machine learning, but adoption across production environments is still uneven. Many #AmericanManufacturers are working through aging infrastructure, fragmented data, and strict validation requirements that slow implementation. Reliability matters more than speed when introducing #FutureTech into production and quality processes. We must keep the focus on solving operational problems [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-2254","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/posts\/2254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/comments?post=2254"}],"version-history":[{"count":1,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/posts\/2254\/revisions"}],"predecessor-version":[{"id":2255,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/posts\/2254\/revisions\/2255"}],"wp:attachment":[{"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/media?parent=2254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/categories?post=2254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vernchilders.com\/index.php\/wp-json\/wp\/v2\/tags?post=2254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}