{"id":194886,"date":"2026-03-11T13:48:00","date_gmt":"2026-03-11T17:48:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/supply-chains-are-learning-to-think-and-act-on-their-own\/"},"modified":"2026-03-11T13:55:10","modified_gmt":"2026-03-11T17:55:10","slug":"supply-chains-are-learning-to-think-and-act-on-their-own","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/supply-chains-are-learning-to-think-and-act-on-their-own\/","title":{"rendered":"Supply Chains Are Learning to Think and Act on Their Own"},"content":{"rendered":"<p><a href=\"https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/supply-chains-are-learning-to-think-and-act-on-their-own\/\">Supply Chains Are Learning to Think and Act on Their Own<\/a><\/p>\n<p><a href=\"https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/supply-chains-are-learning-to-think-and-act-on-their-own\/\">https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/supply-chains-are-learning-to-think-and-act-on-their-own\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-03-11 13:48:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.pymnts.com\">www.pymnts.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>Structural Transformation in Supply Chain:<\/strong> The supply chain is undergoing a significant transformation driven by artificial intelligence (AI), moving from assisting human decisions to making and executing decisions autonomously in some cases.<\/p>\n<\/li>\n<li>\n<p><strong>Stages of Transition:<\/strong> The transition to an intelligent supply chain is a three-stage process: <\/p>\n<ul>\n<li><strong>Stage 1:<\/strong> Companies replace manual processes with cloud systems for real-time visibility.<\/li>\n<li><strong>Stage 2:<\/strong> Machine learning and simulation are used to anticipate disruptions.<\/li>\n<li><strong>Stage 3:<\/strong> Few organizations have achieved complete autonomy where AI makes real-time decisions.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Potential Impact:<\/strong> AI has the potential to generate approximately $190 billion in value in travel and logistics and $18 billion in direct supply chain operations, analogous to the transformation brought by the shipping container to global logistics.<\/p>\n<\/li>\n<li>\n<p><strong>Performance and Execution Factors:<\/strong><\/p>\n<ul>\n<li>Performance gaps between leading and lagging companies are influenced by:\n<ul>\n<li>Clarity about decision support<\/li>\n<li>Process design around decisions<\/li>\n<li>Quality of underlying data<\/li>\n<li>Technology fit within workflows.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Physical AI in Warehouses:<\/strong> A shift is occurring where AI moves from servers and into warehouse machines, allowing robots and machines to adapt in real time and operate as a coordinated system, unlike traditional rigid automation.<\/p>\n<\/li>\n<li>\n<p><strong>Ecosystem and Network-Level Visibility:<\/strong> Most organizations still operate on incompatible systems, but advancements like agentic AI are improving network-level visibility and reducing disruption response times, with significant projections for further integration by 2028 and 2029.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Supply Chains Are Learning to Think and Act on Their Own https:\/\/www.pymnts.com\/artificial-intelligence-2\/2026\/supply-chains-are-learning-to-think-and-act-on-their-own\/ Publish Date: 2026-03-11&#8230;<\/p>\n","protected":false},"author":1,"featured_media":194887,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.pymnts.com\/wp-content\/uploads\/2026\/03\/supply-chain-automation-digital-transformation-AI.jpeg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-194886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194886"}],"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=194886"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194886\/revisions"}],"predecessor-version":[{"id":194888,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194886\/revisions\/194888"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/194887"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=194886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=194886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=194886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}