{"id":4961,"date":"2026-05-14T13:53:42","date_gmt":"2026-05-14T17:53:42","guid":{"rendered":"https:\/\/everbluepartners.com\/?p=4961"},"modified":"2026-05-14T15:30:51","modified_gmt":"2026-05-14T19:30:51","slug":"from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics","status":"publish","type":"post","link":"https:\/\/everbluepartners.com\/es\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/","title":{"rendered":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics"},"content":{"rendered":"<p class=\"has-black-color has-text-color has-link-color wp-elements-08cf556b75c4d432d945ddf916fabd9b\"><em>A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and enable real-time, decision-ready insights.<\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-0c1ac0ca43ad388e6507f57aae0c415a\"><strong>Why Most Analytics Environments Break Down Over Time<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-4e653f242658de1119331b407127b60b\">In most organizations, analytics environments don\u2019t fail because of a single bad decision. They degrade gradually.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-236cfef18eb21d39afe56ed364f409b4\">A reporting tool gets added for a specific function. A data warehouse is extended to support a new business unit. Teams begin extracting data locally to move faster. Over time, what started as a structured system becomes a patchwork of pipelines, reports, and definitions that are only partially aligned.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-044b42e52e53b5d16d1643843fcf0fcf\">The result is predictable:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-dc26bd6e169f6360663b5797becb5a06\">The same metric is calculated differently across teams<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-9c8e9b3335256c43319fe2606ca0739b\">Data refresh cycles vary depending on the source<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-d82e2595c12d99e6610bd04a3b10df15\">Business users lose confidence in what they\u2019re seeing<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-76de2298c6c5c7a71fe1f6438549653a\">Analysts spend more time validating data than analyzing it<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-d8211b78652bc40fc1626377f630762f\">At that point, adding another dashboard or visualization layer doesn\u2019t solve the problem. The issue sits deeper, in how data is structured, governed, and shared across the organization.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-67fc6eaf57cf744fd91c65a96662557e\">This is why the conversation has shifted from \u201cbetter reporting\u201d to <strong>data architecture and data products.<\/strong> Organizations are starting to treat data as a managed asset, not just an output.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-5428f5643ccc4acd089e6ce6a177ea5f\"><strong>What a \u201cData Fabric\u201d Actually Means in Practice<\/strong><\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:56% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-is-looking-at-a-tablet-in-a-clothing-store_70497663-1024x574.jpg\" alt=\"\" class=\"wp-image-4966 size-full\" srcset=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-is-looking-at-a-tablet-in-a-clothing-store_70497663-980x549.jpg 980w, https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-is-looking-at-a-tablet-in-a-clothing-store_70497663-480x269.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-black-color has-text-color has-link-color wp-elements-6555c4ed2f0c080ab9658356b5c50b51\">The term \u201cdata fabric\u201d gets used loosely, but in practical terms, it refers to an architectural approach where data is <strong>connected, governed, and reusable across systems without heavy duplication.<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-21e16d2080f054eed93f46d7ee781a7a\"><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-d9d50e845115eaec181f8f1e26388d4d\">With platforms like SAP Datasphere, the goal is not to centralize all data physically, but to create a unified semantic layer that sits across distributed sources. This layer defines how business entities, such as customers, products, or revenue, are modeled and understood.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-90466f47de8816553b06d34da864ee34\">That distinction matters. Without a shared semantic layer, two teams can query the same underlying data and still produce different answers because the logic applied is inconsistent.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-e2a985dbc6c4ee2cb4f013e8b3f9dc7e\">A well-designed semantic layer does three things:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-7ea7e0c8d0ce247ad67646673cfbcc69\"><strong>Standardizes business definitions<\/strong> so metrics are consistent across reports and use cases<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-1cb8e9c3ba2250947b61de3e6f288cc2\"><strong>Abstracts technical complexity <\/strong>so business users interact with meaningful concepts rather than raw tables<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-619e061f06f1a9110683e870d60025c6\"><strong>Enables reuse<\/strong>, allowing the same models to power dashboards, planning, and advanced analytics<\/li>\n<\/ol>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-66950e78999dcd0c4274b057a5cf19a7\">When combined with SAP Analytics Cloud, this structure allows organizations to move beyond static reporting toward integrated analytics and planning, where insights can directly inform forecasts and operational decisions.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9ac00cf961d1ea846fe5a532228b76c6\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-link-color has-medium-font-size wp-elements-d0b29547b74fb016687ead9c49e3f4b5\"><strong>Real-Time Data Is Only Valuable If It\u2019s Trusted<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-c79453011e8358e123c386eb12a9d6d7\">There is a strong push toward real-time analytics, particularly in industries like retail, where pricing, promotions, and inventory decisions are time-sensitive. However, real-time access introduces a tradeoff that many teams underestimate.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-woman-is-looking-at-a-tablet-in-a-clothing-store_70497909-1024x574.jpg\" alt=\"\" class=\"wp-image-4967\" srcset=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-woman-is-looking-at-a-tablet-in-a-clothing-store_70497909-980x549.jpg 980w, https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-woman-is-looking-at-a-tablet-in-a-clothing-store_70497909-480x269.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-266953a6dcc8238ca4ccff30adfdfc37\">If data is updated continuously but lacks governance, consistency, or validation, the organization simply accelerates the spread of unreliable information.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-877f5f626cc27bf543c385446473e721\">To make real-time analytics useful, three conditions need to be met:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-41f5389d55f0f5309f5fd87e1acc816e\"><strong>Consistent modeling<\/strong>: Metrics must be defined once and reused everywhere<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-9b601e3efee9e7b8e03f1fbde7d284af\"><strong>Controlled data access:<\/strong> Users should see data appropriate to their role and context<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-f229fbfb91e10b71ce2bd9aa1752b9d8\"><strong>Clear lineage:<\/strong> It should be possible to trace how a number was calculated and where it originated<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-b95564da18683ac6ac74e28246c1158b\">Without these elements, real-time systems tend to create more confusion than clarity.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-6e6314745e6f62820ac72de28820cd98\">This is why leading organizations focus on decision readiness, not just data availability. The question shifts from \u201cCan we access the data?\u201d to \u201cCan we trust it enough to act on it immediately?\u201d<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-link-color has-medium-font-size wp-elements-09c4e6f90fad55dbd4349f7121a1d9b1\"><br><strong>Governance as an Enabler, Not a Constraint<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-aedb0be078402ce406efc266e367b22a\">Governance is often treated as a compliance exercise, something that slows down access to data. In reality, when designed properly, governance is what allows broader access without losing control.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-662758f6be0ae8fa0ce8abafe34142ab\">In modern analytics environments, governance is embedded into the platform rather than managed externally. This includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-185bec4bfbd8ec235ad446c43779d3d4\">Defined ownership of data domains (e.g., finance owns financial metrics)<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-b53baf977758fd8173408199bd974734\">Built-in policies for data access and usage<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-c91cf4cfab8cbf57e5e8d65355080ae4\">Version control for data models and transformations<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-cb2eac489614f8cbc8deda676bbfc781\">Auditability for regulatory and internal compliance<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-c7924accf9926ac91ae2e177f55165ed\">This approach reduces the need for manual oversight while increasing confidence in the data being used.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9511900ca432b87412d513530d246273\">The practical impact is that more users across the business can work with data directly, without relying on centralized teams to validate every output.<br><\/p>\n\n\n\n<p class=\"has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-c9aad73d2f63a70ccbd50e9da0f41a27\"><br><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-link-color has-medium-font-size wp-elements-62065dbec9b1e39546b70e00e5804a02\"><strong>Why Many Transformations Underperform<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-8d108d061bafc1680ec32755cdcb30e0\">A common pattern in analytics transformation programs is overemphasis on tooling and underinvestment in operating model design.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-3a49937dcf2ebe8b9368fad6d5fd65ce\">Organizations often implement new platforms but do not address:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-0172c4d769cdfab1e93877a1d5a1c629\">Who owns the data models<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-166eafafe010af43cdb6fa28bb99af9a\">How definitions are agreed upon and maintained<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-08d4e01a636fccdeef0dbbffc71b2aa3\">How new use cases are prioritized and delivered<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-d19f689c8165dd331bf1d7460a878993\">How adoption is measured and reinforced<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-38dd7e34f62490eadc9faabcdd3d2ffc\">Without these elements, even well-implemented platforms struggle to gain traction.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-ff111d075212bba5ecf3464b0fc05c60\">Another issue is scope. Attempting to modernize the entire data landscape at once increases complexity and delays value realization. More effective programs focus on <strong>high-impact domains first,<\/strong> such as financial reporting or customer analytics, and expand from there.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9ac00cf961d1ea846fe5a532228b76c6\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-link-color has-medium-font-size wp-elements-feca756e74347ff7a8e98cf99e53be48\"><strong>How EverBlue Approaches Data &amp; Analytics Transformation<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-group-of-diverse-business-professionals-stand-together-in_50849181-1024x683.jpg\" alt=\"\" class=\"wp-image-4968\" srcset=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-group-of-diverse-business-professionals-stand-together-in_50849181-980x653.jpg 980w, https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-group-of-diverse-business-professionals-stand-together-in_50849181-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><figcaption class=\"wp-element-caption\">A group of diverse business professionals stand together in a modern office setting. They all look confident and successful, dressed in smart attire, and smiling warmly at the camera<\/figcaption><\/figure>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-23449b2de3776124a0da43cbfc0c7db8\">At EverBlue, data and analytics transformation is treated as a sequenced program that connects business priorities with technical architecture.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-6cc458429c9f337b81ef76623b64650a\">Our work with SAP Datasphere and SAP Analytics Cloud focuses on a few core principles:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-black-color has-text-color has-link-color wp-elements-76b405e4ea60bdc39076eb87f55a767f\">Start with business-critical use cases where improved data access and trust can drive measurable outcomes<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-6ea1f4b09de2a3957dc666b5dee6ba93\">Design the semantic layer early, ensuring that data definitions are aligned before scaling reporting<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-7af197d29cf9d9f87f286ec26ac5bffd\">Integrate SAP and non-SAP data strategically, avoiding unnecessary replication while maintaining performance<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-59f28a6957018f4ff1c8ee9be4fec057\">Embed governance into the architecture, so it scales with adoption rather than becoming a bottleneck<\/li>\n\n\n\n<li class=\"has-black-color has-text-color has-link-color wp-elements-13cc586f5e597c59aed5726c17c648fa\">Enable both analytics and planning, allowing insights to feed directly into decision-making processes<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-3d6b65f41f7311079e00d0991d508eb7\">This approach ensures that each phase of the program delivers tangible value while contributing to a broader, unified data foundation.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1224\" height=\"816\" src=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/Quote_Jovani-2.png\" alt=\"\" class=\"wp-image-5015\" style=\"width:823px;height:auto\" srcset=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/Quote_Jovani-2.png 1224w, https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/Quote_Jovani-2-980x653.png 980w, https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/Quote_Jovani-2-480x320.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1224px, 100vw\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-link-color has-medium-font-size wp-elements-a707d36d03bf1a38a4c835d5e89f807a\"><strong>Let&#8217;s connect<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-7fedd7d3ca55d408f7a67070fe2c7033\">If your organization is working through fragmented reporting, inconsistent metrics, or limited trust in data, EverBlue can help you design and implement a data and analytics foundation that supports real decision-making. Connect with our team to explore where to start.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-vivid-cyan-blue-to-vivid-purple-gradient-background has-background has-text-align-center wp-element-button\" href=\"https:\/\/everbluepartners.com\/es\/https:\/\/everbluepartners.com\/contact-us\/\"><strong>Speak with an Expert<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:37px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and enable real-time, decision-ready insights. Why Most Analytics Environments Break Down Over Time In most organizations, analytics environments don\u2019t fail because of a single bad decision. They degrade gradually. A reporting tool [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":4965,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[20,19],"tags":[],"class_list":["post-4961","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-erp","category-technology"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From Data Sprawl to Decision Systems: Rethinking the Modern Analytics<\/title>\n<meta name=\"description\" content=\"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/everbluepartners.com\/es\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics\" \/>\n<meta property=\"og:description\" content=\"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and\" \/>\n<meta property=\"og:url\" content=\"https:\/\/everbluepartners.com\/es\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/\" \/>\n<meta property=\"og:site_name\" content=\"EverBlue Partners\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-14T17:53:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-14T19:30:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1435\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kassio Bruno\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kassio Bruno\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/\"},\"author\":{\"name\":\"Kassio Bruno\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#\\\/schema\\\/person\\\/391fcb8170e1638d8f1a97fb67b7c388\"},\"headline\":\"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics\",\"datePublished\":\"2026-05-14T17:53:42+00:00\",\"dateModified\":\"2026-05-14T19:30:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/\"},\"wordCount\":979,\"publisher\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg\",\"articleSection\":[\"ERP\",\"Technology\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/\",\"url\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/\",\"name\":\"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg\",\"datePublished\":\"2026-05-14T17:53:42+00:00\",\"dateModified\":\"2026-05-14T19:30:51+00:00\",\"description\":\"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#primaryimage\",\"url\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg\",\"width\":2560,\"height\":1435},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/2026\\\/05\\\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/everbluepartners.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#website\",\"url\":\"https:\\\/\\\/everbluepartners.com\\\/\",\"name\":\"www.everbluepartners.com\",\"description\":\"Your Choice SAP Consulting Partner\",\"publisher\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/everbluepartners.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#organization\",\"name\":\"EverBlue Partners\",\"url\":\"https:\\\/\\\/everbluepartners.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/cropped-EB-siteicon-1.png\",\"contentUrl\":\"https:\\\/\\\/everbluepartners.com\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/cropped-EB-siteicon-1.png\",\"width\":512,\"height\":512,\"caption\":\"EverBlue Partners\"},\"image\":{\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/everbluepartners.com\\\/#\\\/schema\\\/person\\\/391fcb8170e1638d8f1a97fb67b7c388\",\"name\":\"Kassio Bruno\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g\",\"caption\":\"Kassio Bruno\"},\"url\":\"https:\\\/\\\/everbluepartners.com\\\/es\\\/author\\\/kassio-don\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics","description":"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/everbluepartners.com\/es\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/","og_locale":"es_ES","og_type":"article","og_title":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics","og_description":"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and","og_url":"https:\/\/everbluepartners.com\/es\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/","og_site_name":"EverBlue Partners","article_published_time":"2026-05-14T17:53:42+00:00","article_modified_time":"2026-05-14T19:30:51+00:00","og_image":[{"width":2560,"height":1435,"url":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg","type":"image\/jpeg"}],"author":"Kassio Bruno","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kassio Bruno","Est. reading time":"6 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#article","isPartOf":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/"},"author":{"name":"Kassio Bruno","@id":"https:\/\/everbluepartners.com\/#\/schema\/person\/391fcb8170e1638d8f1a97fb67b7c388"},"headline":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics","datePublished":"2026-05-14T17:53:42+00:00","dateModified":"2026-05-14T19:30:51+00:00","mainEntityOfPage":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/"},"wordCount":979,"publisher":{"@id":"https:\/\/everbluepartners.com\/#organization"},"image":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg","articleSection":["ERP","Technology"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/","url":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/","name":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics","isPartOf":{"@id":"https:\/\/everbluepartners.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#primaryimage"},"image":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg","datePublished":"2026-05-14T17:53:42+00:00","dateModified":"2026-05-14T19:30:51+00:00","description":"A practical look at how organizations are modernizing data and analytics using SAP Datasphere and SAP Analytics Cloud to unify data, improve trust, and","breadcrumb":{"@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#primaryimage","url":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg","contentUrl":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2026\/05\/vecteezy_a-man-in-glasses-is-looking-at-a-screen-with-graphs-and-charts_70497553-scaled.jpg","width":2560,"height":1435},{"@type":"BreadcrumbList","@id":"https:\/\/everbluepartners.com\/2026\/05\/from-data-sprawl-to-decision-systems-rethinking-the-modern-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/everbluepartners.com\/"},{"@type":"ListItem","position":2,"name":"From Data Sprawl to Decision Systems: Rethinking the Modern Analytics"}]},{"@type":"WebSite","@id":"https:\/\/everbluepartners.com\/#website","url":"https:\/\/everbluepartners.com\/","name":"www.everbluepartners.com","description":"Your Choice SAP Consulting Partner","publisher":{"@id":"https:\/\/everbluepartners.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/everbluepartners.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/everbluepartners.com\/#organization","name":"EverBlue Partners","url":"https:\/\/everbluepartners.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/everbluepartners.com\/#\/schema\/logo\/image\/","url":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2023\/01\/cropped-EB-siteicon-1.png","contentUrl":"https:\/\/everbluepartners.com\/wp-content\/uploads\/2023\/01\/cropped-EB-siteicon-1.png","width":512,"height":512,"caption":"EverBlue Partners"},"image":{"@id":"https:\/\/everbluepartners.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/everbluepartners.com\/#\/schema\/person\/391fcb8170e1638d8f1a97fb67b7c388","name":"Kassio Bruno","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/secure.gravatar.com\/avatar\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/818ff48145cdbf2a72076908e989b1bf7ceaa0da20839aa78533b31421bf262a?s=96&d=mm&r=g","caption":"Kassio Bruno"},"url":"https:\/\/everbluepartners.com\/es\/author\/kassio-don\/"}]}},"_links":{"self":[{"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/posts\/4961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/comments?post=4961"}],"version-history":[{"count":14,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/posts\/4961\/revisions"}],"predecessor-version":[{"id":5016,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/posts\/4961\/revisions\/5016"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/media\/4965"}],"wp:attachment":[{"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/media?parent=4961"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/categories?post=4961"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/everbluepartners.com\/es\/wp-json\/wp\/v2\/tags?post=4961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}