{"id":13396,"date":"2026-06-10T05:07:59","date_gmt":"2026-06-10T05:07:59","guid":{"rendered":"https:\/\/8657085.xyz\/?p=13396"},"modified":"2026-06-10T05:07:59","modified_gmt":"2026-06-10T05:07:59","slug":"why-lasting-ai-transformation-begins-with-people-process-and-shared-ownership-across-organizations","status":"publish","type":"post","link":"https:\/\/8657085.xyz\/?p=13396","title":{"rendered":"Why lasting AI transformation begins with people, process, and shared ownership across organizations"},"content":{"rendered":"<p> <div style=\"display: grid; grid-template-columns: 300px 160px; gap: 2px; width: 460px; background: #eee; padding: 2px;\">\r\n\r\n  <!-- \u6574\u884c\u5bbd\u5e7f\u544a -->\r\n  <div style=\"grid-column: 1\/-1; width: 460px; height: 250px; background: #ccc; display: grid; place-items: center;\">\r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e2\" data-zoneid=\"5876674\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n  <\/div>\r\n  <div style=\"grid-column: 1\/-1; width: 460px; height: 90px; background: #ccc; display: grid; place-items: center;\">\r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e2\" data-zoneid=\"5876676\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n  <\/div>\r\n\r\n  <!-- \u5de6\u4fa7\u7ad6\u6392 -->\r\n  <div style=\"height: 250px; background: #ccc; display: grid; place-items: center;\">\r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e2\" data-zoneid=\"5876672\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n  <\/div>\r\n  <div style=\"height: 500px; background: #ccc; display: grid; place-items: center;\">\r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e2\" data-zoneid=\"5876680\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n  <\/div>\r\n\r\n  <!-- \u53f3\u4fa7\u6469\u5929\u697c\uff08\u548c\u5de6\u4fa7\u5b8c\u5168\u5bf9\u9f50\uff09 -->\r\n  <div style=\"grid-row: 3\/5; height: 750px; background: #ccc; display: grid; place-items: center;\">\r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e2\" data-zoneid=\"5876678\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n  <\/div>\r\n  \r\n  <script async type=\"application\/javascript\" src=\"https:\/\/a.magsrv.com\/ad-provider.js\"><\/script> \r\n <ins class=\"eas6a97888e6\" data-zoneid=\"5876682\"><\/ins> \r\n <script>(AdProvider = window.AdProvider || []).push({\"serve\": {}});<\/script>\r\n<\/div><br \/>\n<\/p>\n<div style=\"padding-right:0;padding-left:0\">\n<p class=\"wp-block-paragraph\"><em>Opinions expressed by\u00a0Digital Journal\u00a0contributors are their own.<\/em><\/p>\n<p class=\"wp-block-paragraph\">Quail Group, a consultancy focused on organizational alignment, process improvement, and behavioral change, observes that organizations continue pursuing the next wave of technology in pursuit of greater efficiency and performance. Yet each new tool can introduce additional layers of work when underlying workflows, decision-making structures, and operating practices remain unchanged. Co-founder Joe Malucchi says, \u201cLasting impact comes from pairing new technology with real shifts in how people work and how customer value is built.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">This perspective appears more relevant as organizations invest substantial resources into transformation initiatives, particularly those involving artificial intelligence. Recent developments across the technology sector offer an interesting signal. Several leading AI providers have expanded beyond software and into deployment, engineering, and consulting services designed to help organizations redesign workflows, support adoption, and integrate AI into day-to-day operations.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cOrganizations are waking up to the idea that transformation isn\u2019t just about the tools but about how deeply those tools become part of how people work and deliver for customers,\u201d Quail Group co-founder Zar Sewell states. The broader landscape reinforces this idea, given that 97% of executives believe generative AI will transform their businesses and industries. At the same time, 67% of employees reported that AI was creating new points of friction and mistrust within their work environment. \u201cThe contrast is revealing. Enthusiasm for AI remains high at the leadership level, but many employees continue navigating additional complexity in their daily responsibilities,\u201d Sewell adds.<\/p>\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"640\" height=\"960\" src=\"https:\/\/www.digitaljournal.com\/wp-content\/uploads\/2026\/06\/image2.png\" alt=\"\" class=\"wp-image-3851535\" style=\"width:408px;height:auto\" srcset=\"https:\/\/www.digitaljournal.com\/wp-content\/uploads\/2026\/06\/image2.png 640w, https:\/\/www.digitaljournal.com\/wp-content\/uploads\/2026\/06\/image2-533x800.png 533w\" sizes=\"(max-width: 640px) 100vw, 640px\"\/><figcaption class=\"wp-element-caption\">Photo courtesy of Zar Sewell. <\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\">Quail Group notes that much of this gap emerges before implementation even begins. It observes that organizations frequently commit significant attention to selecting platforms, evaluating vendors, and defining technical requirements. \u201cBut successful transformation depends on a more foundational question: Do people share an understanding of why change is happening in the first place? Uncertainty can grow long before new tools arrive when teams lack alignment around purpose,\u201d Malucchi remarks.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">The company believes this is why change should be viewed primarily as a human challenge supported by technology, not a technology challenge supported by people. \u201cEmployees rarely respond to change as a concept,\u201d Malucchi says. \u201cMore often, they respond to uncertainty surrounding how change may affect responsibilities, expectations, and future success.\u201d When those questions remain unanswered, skepticism can emerge, even when the intended outcome is positive.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Communication plays a significant role in shaping that experience, according to Quail Group. The team notes that many initiatives start with senior\u2011level decisions, with broader communication following later. While leadership sets direction, Quail Group has found that earlier employee involvement often strengthens engagement.<\/p>\n<p class=\"wp-block-paragraph\">\u201cThose closest to day\u2011to\u2011day work tend to surface the most practical insights, from operational realities and friction points to overlooked opportunities,\u201d Sewell explains. From Quail Group\u2019s perspective, this input helps organizations pinpoint where progress is most achievable. The group has also seen that employees are more likely to support new approaches when they understand how their experiences influenced the outcome. Malucchi adds, \u201cOwnership tends to grow through involvement, dialogue, and shared problem\u2011solving; instructions may raise awareness, but participation is what typically builds commitment.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Quail Group views these dynamics as especially relevant to AI adoption. Despite automation\u2019s promise, Quail Group argues that many employees still face increasing administrative complexity. In its experience, AI can streamline work and reduce repetitive tasks, but only when organizations first examine and refine existing workflows. If inefficient processes remain, Quail Group has observed that technology often reinforces old constraints rather than removing them.<\/p>\n<p class=\"wp-block-paragraph\">\u201cWe help organizations understand how work actually happens across teams,\u201d Malucchi states. This involves identifying stakeholders, documenting activities that consume time, and mapping work according to complexity and standardization. Through that process, organizations can better understand which activities present strong opportunities for automation or acceleration through AI. From there, attention shifts toward the systems supporting those workflows, the quality of available data, and the consistency of operational signals being generated.<\/p>\n<p class=\"wp-block-paragraph\">That visibility matters because, as Quail Group stresses, AI depends heavily on operational readiness. The company emphasizes that processes must consistently capture information, ownership must be clear, and data must reflect how work is performed in practice. Every decision and action contributes to a larger operational picture that supports future automation and intelligence initiatives. Without that foundation, Quail Group cautions that even highly capable technologies may struggle to generate meaningful business outcomes.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Leadership remains an essential factor throughout this process. In Quail Group\u2019s experience, trust grows when leaders acknowledge uncertainty and invite participation throughout the transformation journey. Employees often take cues from leadership behaviors during periods of change. Consistency, transparency, and engagement may help create the conditions for broader adoption across the organization.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Importantly, Quail Group encourages organizations to focus less on rollout and more on adoption. \u201cA successful launch represents a milestone, while lasting adoption reflects a change in behavior. That distinction is important because organizational value emerges when new practices become part of everyday operations,\u201d says Sewell.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Overall, Quail Group views transformation capability as an ongoing organizational competency. The newest technology may generate considerable attention, yet long-term value depends on how effectively it integrates into the realities of daily work. Organizations that invest equal energy in people, process, and technology position themselves to create improvements that endure long after implementation is complete.<\/p>\n<\/div>\n<p><!-- \u603b\u5bb9\u5668\uff1a\u6700\u5927\u5bbd908px Grid\u7d27\u51d1\u5e03\u5c40 -->\r\n<div style=\"display: grid; grid-template-columns: 728px 160px; gap:2px; width:908px; background:#eee; padding:2px;\">\r\n\r\n  <!-- \u901a\u680f\u9876\u90e8\uff1a\u6700\u5927\u6a2a\u5e45 908x258 \u8de8\u6574\u884c -->\r\n  <div style=\"grid-column:1\/-1; height:258px; background:#ff6b6b; display:grid; place-items:center;\">\r\n    <!-- JuicyAds v3.0 -->\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async src=\"https:\/\/poweredby.jads.co\/js\/jads.js\"><\/script>\r\n<ins id=\"1114307\" data-width=\"908\" data-height=\"258\"><\/ins>\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async>(adsbyjuicy = window.adsbyjuicy || []).push({'adzone':1114307});<\/script>\r\n<!--JuicyAds END-->\r\n  <\/div>\r\n\r\n  <!-- \u7b2c\u4e8c\u901a\u680f\uff1a728\u00d790 \u901a\u680f -->\r\n  <div style=\"grid-column:1\/-1; 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display:grid; place-items:center;\">\r\n\t<!-- JuicyAds v3.0 -->\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async src=\"https:\/\/poweredby.jads.co\/js\/jads.js\"><\/script>\r\n<ins id=\"1114302\" data-width=\"133\" data-height=\"139\"><\/ins>\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async>(adsbyjuicy = window.adsbyjuicy || []).push({'adzone':1114302});<\/script>\r\n<!--JuicyAds END-->\r\n\t<\/div>\r\n    <div style=\"height:125px; background:#91e7ac; display:grid; place-items:center;\">\r\n\t\r\n<!-- JuicyAds v3.0 -->\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async src=\"https:\/\/poweredby.jads.co\/js\/jads.js\"><\/script>\r\n<ins id=\"1114303\" data-width=\"125\" data-height=\"125\"><\/ins>\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async>(adsbyjuicy = window.adsbyjuicy || []).push({'adzone':1114303});<\/script>\r\n<!--JuicyAds END-->\r\n\t<\/div>\r\n  <\/div>\r\n\r\n  <!-- \u53f3\u4fa7\u7ad6\u680f\uff1a160\u00d7600 \u6574\u5217\u9ad8\u5e7f\u544a -->\r\n  <div style=\"grid-row:3\/8; height:600px;  display:grid; place-items:center;\">\r\n    <!-- JuicyAds v3.0 -->\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async src=\"https:\/\/poweredby.jads.co\/js\/jads.js\"><\/script>\r\n<ins id=\"1114301\" data-width=\"160\" data-height=\"600\"><\/ins>\r\n<script type=\"text\/javascript\" data-cfasync=\"false\" async>(adsbyjuicy = window.adsbyjuicy || []).push({'adzone':1114301});<\/script>\r\n<!--JuicyAds END-->\r\n  <\/div>\r\n\r\n<\/div><br \/>\n<br \/> Why lasting AI transformation begins with people, process, and shared ownership across organizations<br \/>\n<br \/>#lasting #transformation #begins #people #process #shared #ownership #organizations<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Opinions expressed by\u00a0Digital Journal\u00a0contributors are their own. Quail Group, a consultancy focused on organizational alignment,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":13397,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[1513,7343,12278,2198,212,5837,2197,12277],"class_list":["post-13396","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-stories","tag-begins","tag-lasting","tag-organizations","tag-ownership","tag-people","tag-process","tag-shared","tag-transformation"],"featured_image_urls":{"full":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28.png",1600,900,false],"thumbnail":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-150x150.png",150,150,true],"medium":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-300x169.png",300,169,true],"medium_large":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-768x432.png",640,360,true],"large":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-1024x576.png",640,360,true],"1536x1536":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-1536x864.png",1536,864,true],"2048x2048":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28.png",1600,900,false],"covernews-slider-full":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-1115x715.png",1115,715,true],"covernews-slider-center":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-800x500.png",800,500,true],"covernews-featured":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-1024x576.png",1024,576,true],"covernews-medium":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-540x340.png",540,340,true],"covernews-medium-square":["https:\/\/8657085.xyz\/wp-content\/uploads\/2026\/06\/TechTO-10-28-400x250.png",400,250,true]},"author_info":{"display_name":"admin","author_link":"https:\/\/8657085.xyz\/?author=1"},"category_info":"<a href=\"https:\/\/8657085.xyz\/?cat=7\" rel=\"category\">Stories<\/a>","tag_info":"Stories","comment_count":"0","_links":{"self":[{"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/posts\/13396","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/8657085.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13396"}],"version-history":[{"count":0,"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/posts\/13396\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/8657085.xyz\/index.php?rest_route=\/wp\/v2\/media\/13397"}],"wp:attachment":[{"href":"https:\/\/8657085.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13396"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/8657085.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13396"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/8657085.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13396"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}