{"id":14268,"date":"2026-09-07T03:32:30","date_gmt":"2026-09-07T07:32:30","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=14268"},"modified":"2026-09-07T03:34:01","modified_gmt":"2026-09-07T07:34:01","slug":"the-data-disconnect-a-key-challenge-for-machine-learning-deployment","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/the-data-disconnect-a-key-challenge-for-machine-learning-deployment\/14268\/","title":{"rendered":"The Data Disconnect: A Key Challenge for Machine Learning Deployment"},"content":{"rendered":"EDITOR&#8217;S NOTE: This article is excerpted from The AI Playbook: Mastering the Rare Art of Machine Learning Deployment. The paperback edition of this book will drop on October 27, 2026, along with a new preface. Special offer: Pre-order the paperback now and receive free, immediate access to the audiobook. Summary. With so many machine learning projects failing to launch \u2013 never achieving model deployment \u2013 the ML team has got to do everything in their power to anticipate any impediments to model operationalizing, be they technical challenges or a lack of decision-maker buy-in. One major pitfall on the <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/the-data-disconnect-a-key-challenge-for-machine-learning-deployment\/14268\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>EDITOR&#8217;S NOTE: This article is excerpted from The AI Playbook: Mastering the Rare Art of Machine Learning Deployment. The paperback edition of this book will drop on October 27, 2026, along with a new preface. Special offer: Pre-order the paperback now and receive free, immediate access to the audiobook. Summary. With so many machine learning [&hellip;]<\/p>\n","protected":false},"author":13468,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[3],"tags":[],"class_list":["post-14268","post","type-post","status-publish","format-standard","hentry","category-leading-stories"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/14268","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/13468"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=14268"}],"version-history":[{"count":4,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/14268\/revisions"}],"predecessor-version":[{"id":14272,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/14268\/revisions\/14272"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=14268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=14268"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=14268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}