{"id":362562,"date":"2025-10-15T15:14:08","date_gmt":"2025-10-15T09:44:08","guid":{"rendered":"https:\/\/www.technologyforyou.org\/?p=362562"},"modified":"2025-10-15T15:14:08","modified_gmt":"2025-10-15T09:44:08","slug":"data-fabrics-can-accelerate-decision-making-without-requiring-an-overhaul-of-existing-systems","status":"publish","type":"post","link":"https:\/\/www.technologyforyou.org\/data-fabrics-can-accelerate-decision-making-without-requiring-an-overhaul-of-existing-systems\/","title":{"rendered":"Data Fabrics Can Accelerate Decision Making Without Requiring an Overhaul of Existing Systems"},"content":{"rendered":"<div class=\"globalsite cmp-globalsite-columncontrol aem-GridColumn aem-GridColumn--default--12\">\n<section class=\"column-control  grid-norm no-top-bottom \">\n<div class=\"row       xs-flex-direction-column sm-flex-direction-column\">\n<div class=\"col-lg-9 col-md-8 col-sm-12 col-xs-12 \">\n<div class=\"aem-Grid aem-Grid--12 aem-Grid--default--12 \">\n<div class=\"globalsite cmp-globalsite-heading aem-GridColumn aem-GridColumn--default--12\">\n<div class=\"grid-norm  rmg-t32 mg-b16 margin-top-bottom\">\n<p class=\"h2 default headingRuleDefault\"><span style=\"font-size: 14pt;\"><strong><span style=\"font-family: georgia, palatino, serif;\">Gartner Says Chief Supply Chain Officers Can Scale AI With Data Fabric Architecture.<\/span><\/strong><\/span><\/p>\n<\/div>\n<\/div>\n<article class=\"article-text grid-norm  margin-top-bottom mg-t16\"><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">Chief supply chain officers (CSCOs) seeking to scale advanced analytics and AI across complex, multi-system environments can leverage a data fabric architecture to create an AI\u2011ready data foundation, according to Gartner, Inc., a business and technology insights company.<\/span><\/p>\n<\/article>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<div class=\"globalsite cmp-globalsite-columncontrol aem-GridColumn aem-GridColumn--default--12\">\n<section class=\"column-control  grid-norm no-top-bottom \">\n<div class=\"row       xs-flex-direction-column sm-flex-direction-column\">\n<div class=\"col-lg-9 col-md-8 col-sm-12 col-xs-12 \">\n<div class=\"aem-Grid aem-Grid--12 aem-Grid--default--12 \">\n<article class=\"article-text grid-norm  margin-top-bottom mg-t16 rmg-b32\"><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">A data fabric architecture is a modern approach to data architecture that enables organizations to manage and utilize data seamlessly across diverse systems, locations, and partners. Rather than centralizing data into a single platform, data fabrics establish a unified data layer that connects information wherever it resides, spanning both cloud and on-premise supply chain applications.<\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">By leveraging active metadata, semantic models, and AI, data fabrics automate data discovery, integration, and delivery, allowing CSCOs to access consistent, trusted data in real time without the need to overhaul or physically move existing systems.<\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">\u201cFor CSCOs, data fabrics offer reduced costs and time for data integration efforts, as well as improved decision making through the ability to operationalize AI across supply chain activities,\u201d said\u00a0<strong><a href=\"https:\/\/www.gartner.com\/en\/experts\/vasileios-plessas\">Vas Plessas<\/a>, Director Analyst in\u00a0Gartner&#8217;s Supply Chain practice.<\/strong> \u201cAs supply chains face continued uncertainty and complexity in their operating environments, data fabrics enable integrated, scalable intelligence across expanding data models.\u201d<\/span><\/p>\n<p><strong><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">Key benefits of implementing a data fabric include:<\/span><\/strong><\/p>\n<ul>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Unified data access across silos<\/strong>: Data fabrics connect information from cloud platforms and legacy or modern supply chain applications into a single, coherent view. This allows teams to analyze data directly and bypass IT-led consolidation efforts.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Real-time insights for AI and analytics<\/strong>: Continuous access to data supports optimal decision making, providing AI models with timely, high-quality data for accurate forecasts and recommendations.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Composable architecture<\/strong>: Flexible and modular by design, data fabrics evolve with business needs, supporting new use cases, integrating diverse data sources, and scaling across functions and regions.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Automated data management<\/strong>: Leveraging metadata, semantics, and machine learning, data fabrics automate manual tasks like cataloging, mapping, and quality checks, reducing IT burden and accelerating deployment.<\/span><\/li>\n<\/ul>\n<\/article>\n<div class=\"grid-norm  rmg-t32 mg-b16 margin-top-bottom\">\n<h3 class=\"h4 default headingRuleDefault\"><strong><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">Early Adoption Challenges<\/span><\/strong><\/h3>\n<\/div>\n<div class=\"globalsite cmp-globalsite-articletext aem-GridColumn aem-GridColumn--default--12\">\n<article class=\"article-text grid-norm  margin-top-bottom mg-t16 rmg-b32\"><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">While the vision for data fabrics is compelling, realizing its full potential is complex and requires careful planning. Many organizations remain in early adoption stages and face several practical challenges, including that there is not a single off-the-shelf solution available today.<\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">\u201cData fabrics are an architectural approach, requiring the integration of multiple technologies into a unified system,\u201d noted Plessas. \u201cVendor solutions are still maturing, and buyers must understand both the current solutions\u2019 limitations and have a strong grasp on their own supply chain architecture. Laying the right data foundation today is what turns the vision of AI-enabled supply chains into reality tomorrow.\u201d<\/span><\/p>\n<p><strong><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">To realize the benefits of data fabrics, CSCOs should take a deliberate, staged approach aligned with business priorities via the following actions:<\/span><\/strong><\/p>\n<ol>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Evaluate data architecture for AI readiness<\/strong>: Establish clear data governance roles to maintain data quality and ensure technology architecture can support real-time data ingestion and transport across diverse systems.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Partner with data and analytics leaders<\/strong>: Collaborate closely on governance, metadata strategy, and data ownership. Supply chain leaders set business context and priorities, while IT teams design and operationalize the infrastructure.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Engage business unit leaders early<\/strong>: Identify high-impact, feasible use cases\u2014such as sales and operations planning (S&amp;OP) and sourcing\u2014that benefit from unified data access.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Assess internal skills and capabilities<\/strong>: Evaluate the organization\u2019s data management, integration, and modeling maturity. Metadata management is central to enabling data fabrics; address skill gaps through upskilling or targeted hiring.<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\"><strong>Start small, scale fast<\/strong>: Launch focused pilots, such as real-time inventory visibility, and expand as capabilities mature.<\/span><\/li>\n<\/ol>\n<\/article>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Gartner Says Chief Supply Chain Officers Can Scale AI With Data Fabric Architecture. Chief supply chain officers (CSCOs) seeking to scale advanced analytics and AI across complex, multi-system environments can leverage a data fabric architecture to create an AI\u2011ready data foundation, according to Gartner, Inc., a business and technology insights company. A data fabric architecture [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":267627,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":{"0":"post-362562","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-technology"},"_links":{"self":[{"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/posts\/362562","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/comments?post=362562"}],"version-history":[{"count":0,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/posts\/362562\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/media\/267627"}],"wp:attachment":[{"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/media?parent=362562"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/categories?post=362562"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.technologyforyou.org\/wp-json\/wp\/v2\/tags?post=362562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}