{"id":9354,"date":"2025-11-27T11:29:08","date_gmt":"2025-11-27T11:29:08","guid":{"rendered":"https:\/\/plant.digital\/?p=9354"},"modified":"2025-12-02T08:23:20","modified_gmt":"2025-12-02T08:23:20","slug":"data-quality-improvement-levels-within-the-operations-digital-twin-odt-solutions","status":"publish","type":"post","link":"https:\/\/plant.digital\/?p=9354","title":{"rendered":"<a href=\"https:\/\/plant.digital\/wp-content\/uploads\/2025\/11\/DQLI-ODT-V1.4-Whitepaper-1.pdf\" target=\"_blank\">Data Quality Improvement Levels within the Operations Digital Twin (ODT) Solutions<\/a>"},"content":{"rendered":"\n<p>As organizations push further into predictive analytics, advanced operations management, and fully integrated ODT ecosystems, one reality becomes impossible to ignore: <strong>Your digital twin is only as good as the data quality feeding it.<\/strong><\/p>\n\n\n\n<p>Across the industry, we see impressive investments in sensors, historians, cloud platforms, and advanced analytics. But many ODT initiatives still fall short\u2014not because of weak models, but because of fragmented, incomplete, or low-context operational data. Improving data quality isn\u2019t a one-time exercise. It\u2019s a <strong>maturity journey<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-colibri-color-5-color has-text-color has-link-color wp-elements-839cdff8aec4995def4ff8e912197a33\"><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-color has-link-color has-medium-font-size wp-elements-be7d3c631aa40458c77ca30eba4e5a08\" style=\"color:#000000\">The value of ODT is determined not only by the availability of data <br>but also by the quality of that data. &#8211; <strong>Rayan Hafiz<\/strong><\/p>\n<\/blockquote>\n<\/blockquote>\n<\/blockquote>\n<\/blockquote>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-b4948287d99f354c8cc8b8a6bfe3dc3f\" style=\"color:#0a6f99\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As organizations push further into predictive analytics, advanced operations management, and fully integrated ODT ecosystems, one reality becomes impossible to ignore: Your digital twin is only as good as the data quality feeding it. Across the industry, we see impressive investments in sensors, historians, cloud platforms, and advanced analytics. But many ODT initiatives still fall [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":9386,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-9354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"_links":{"self":[{"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/posts\/9354","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/plant.digital\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9354"}],"version-history":[{"count":17,"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/posts\/9354\/revisions"}],"predecessor-version":[{"id":9388,"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/posts\/9354\/revisions\/9388"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/plant.digital\/index.php?rest_route=\/wp\/v2\/media\/9386"}],"wp:attachment":[{"href":"https:\/\/plant.digital\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/plant.digital\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9354"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/plant.digital\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}