{"id":215641,"date":"2026-05-18T10:00:00","date_gmt":"2026-05-18T14:00:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/18\/ai-adoption-fails-without-change-management\/"},"modified":"2026-05-18T11:25:15","modified_gmt":"2026-05-18T15:25:15","slug":"ai-adoption-fails-without-change-management","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/18\/ai-adoption-fails-without-change-management\/","title":{"rendered":"AI adoption fails without change management"},"content":{"rendered":"<p><a href=\"https:\/\/www.route-fifty.com\/artificial-intelligence\/2026\/05\/ai-adoption-fails-without-change-management\/413601\/?orefu003drf-homepage-river\">AI adoption fails without change management<\/a><\/p>\n<p><a href=\"https:\/\/www.route-fifty.com\/artificial-intelligence\/2026\/05\/ai-adoption-fails-without-change-management\/413601\/?orefu003drf-homepage-river\">https:\/\/www.route-fifty.com\/artificial-intelligence\/2026\/05\/ai-adoption-fails-without-change-management\/413601\/?orefu003drf-homepage-river<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-18 10:00:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.route-fifty.com\">www.route-fifty.com<\/a><\/p>\n<ul>\n<li>Many organizations face challenges when implementing AI because the model itself is not the main issue, but rather how well the existing systems and processes handle the change.<\/li>\n<li>AI integration in change and release management in public sector agencies often struggles due to underlying systems and workflows not being designed for automation.<\/li>\n<li>Data fragmentation poses a significant hurdle, as incomplete or inconsistent data across different systems limits AI&#8217;s effectiveness and reduces trust in its predictions.<\/li>\n<li>Governance becomes a critical bottleneck when transitioning from predictive to automated AI in change management, as clear ownership, approval rules, and auditable processes are essential for effective automation.<\/li>\n<li>The true value of AI in change management lies not in the models but in the consistency and structure of workflows and decision-making processes.<\/li>\n<li>Enterprise AI adoption should begin with evaluating if the existing operational processes and systems are ready to support AI integration, emphasizing better governance and consistency before focusing on models.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI adoption fails without change management https:\/\/www.route-fifty.com\/artificial-intelligence\/2026\/05\/ai-adoption-fails-without-change-management\/413601\/?orefu003drf-homepage-river Publish Date: 2026-05-18 10:00:00 Source Domain: www.route-fifty.com Many&#8230;<\/p>\n","protected":false},"author":1,"featured_media":215642,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/cdn.route-fifty.com\/media\/img\/cd\/2026\/05\/18\/20260518_OpEd_Yana_Iskayeva\/open-graph.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-215641","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215641"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=215641"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215641\/revisions"}],"predecessor-version":[{"id":215643,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215641\/revisions\/215643"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/215642"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=215641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=215641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=215641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}