{"id":1998,"date":"2025-02-27T21:24:51","date_gmt":"2025-02-27T21:24:51","guid":{"rendered":"https:\/\/solutionsreview.com\/thought-leaders\/?p=1998"},"modified":"2025-02-27T21:24:51","modified_gmt":"2025-02-27T21:24:51","slug":"key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/","title":{"rendered":"Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture"},"content":{"rendered":"<p>I want to extend my gratitude to all the participants who joined and actively engaged in this session! \ud83c\udf89 During the masterclass, I conducted several live polls, and I&#8217;m excited to share the key insights below.<\/p>\n<p>\ud83d\udcca Key Takeaways<\/p>\n<p>1\ufe0f\u20e3 Organizations Recognize the Need for Data Governance but Struggle with Implementation<\/p>\n<p>\ud83d\udccc 60 percent of organizations are actively working on a data governance framework:<\/p>\n<p>\u2705 36 percent in development<\/p>\n<p>\u2705 24 percent in implementation<\/p>\n<p>\u26a0\ufe0f However, only 16 percent have a fully operational framework, highlighting challenges in moving from planning to execution.<\/p>\n<p>\ud83d\udca1 The gap? Many organizations face obstacles such as:<\/p>\n<p>\ud83d\udd38 Resource constraints<\/p>\n<p>\ud83d\udd38 Lack of clear strategies<\/p>\n<p>\ud83d\udd38 Difficulties embedding governance into daily operations<\/p>\n<p>\ud83d\udcc9 Additionally:<\/p>\n<p>\ud83d\udd38 16 percent still lack a framework altogether<\/p>\n<p>\ud83d\udd38 8 percent operate in an ad hoc manner<\/p>\n<p>\ud83d\udc49 These findings underscore the need for structured governance approaches!<\/p>\n<p>2\ufe0f\u20e3 Most Organizations Recognize the Need for Change in Their Data Governance Framework<\/p>\n<p>\ud83d\udd04 The majority acknowledge that their framework is either insufficient or nonexistent:<\/p>\n<p>\ud83d\udd39 48 percent need to adjust their existing framework<\/p>\n<p>\ud83d\udd39 44 percent must start from scratch<\/p>\n<p>\ud83d\udea8 Only 4 percent believe no changes are required, signaling that mature and fully effective governance frameworks remain rare.<\/p>\n<p>\u2753 Another 4 percent are unsure about their organization&#8217;s stance\u2014suggesting a lack of clarity or awareness.<\/p>\n<p>3\ufe0f\u20e3 Key Attention Points When Developing or Adjusting a Governance Framework<\/p>\n<p>For organizations building or re-building their governance framework, critical considerations include:<\/p>\n<p>\ud83d\udd39 The Role of Data Governance in Data Management<\/p>\n<p style=\"text-align: justify;\">I believe that data governance and data management follow a yin-yang duality. Data governance defines why an organization must formalize a data management framework and its feasible scope. Data management, in turn, designs and establishes the framework, while data governance controls its implementation. Read more on my perspective here: \ud83d\udc49\u00a0<a href=\"https:\/\/datacrossroads.nl\/2019\/09\/22\/data-management-data-governance-101-the-yin-and-yang-duality\/\" target=\"_blank\" rel=\"nofollow noreferrer noopener\" class=\"external\">Yin &amp; Yang of Data Management &amp; Governance<\/a><\/p>\n<p>\ud83d\udd39 Key Factors Influencing the Data Management Framework Structure:<\/p>\n<p>\u2705 Business model: Focused vs. diversified<\/p>\n<p>\u2705 Organization size &amp; geographic reach<\/p>\n<p>\u2705 Data architecture: Centralized vs. decentralized<\/p>\n<p>\u2705 Organizational structure &amp; culture<\/p>\n<p>\u2705 Integration of (meta)data &amp; AI practices<\/p>\n<p>\u2705 Compliance with Data &amp; AI legislation<\/p>\n<p>\ud83d\udd39 Scope of Data Governance to be Created\/Adjusted:<\/p>\n<p>\ud83d\udccc Enterprise-wide framework \u2013 Operating model, governing bodies, organizational structure, and role design<\/p>\n<p>\ud83d\udccc Governance components for each capability \u2013 Policies, processes, artifacts, RACI roles, IT tool requirements<\/p>\n<p>\ud83d\udccc Coordination mechanisms between various data management capabilities<\/p>\n<p>\ud83d\udce2 Join the Conversation!<\/p>\n<p>This topic always sparks great discussions in my workshops. Want to dive deeper?<\/p>\n<p>\ud83d\udd39 \ud83d\udee0 Paid Workshop: Harmonizing Governance Frameworks for Data &amp; AI Management<\/p>\n<p>\ud83d\udccc Register here:\u00a0<a href=\"https:\/\/us02web.zoom.us\/meeting\/register\/0MVTYG-QQvewM_iuEahJQw\" target=\"_blank\" rel=\"nofollow noreferrer noopener\" class=\"external\">\ud83d\udd17 https:\/\/us02web.zoom.us\/meeting\/register\/0MVTYG-QQvewM_iuEahJQw<\/a><\/p>\n<p>\ud83d\udd17 Let&#8217;s Connect! Share your thoughts in the comments or message me directly. \ud83d\ude80<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I want to extend my gratitude to all the participants who joined and actively engaged in this session! \ud83c\udf89 During the masterclass, I conducted several live polls, and I&#8217;m excited to share the key insights below. \ud83d\udcca Key Takeaways 1\ufe0f\u20e3 Organizations Recognize the Need for Data Governance but Struggle with Implementation \ud83d\udccc 60 percent of [&hellip;]<\/p>\n","protected":false},"author":481,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[11],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Adapting Data Governance for Modern Data Architecture<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Adapting Data Governance for Modern Data Architecture\" \/>\n<meta property=\"og:description\" content=\"I want to extend my gratitude to all the participants who joined and actively engaged in this session! \ud83c\udf89 During the masterclass, I conducted several live polls, and I&#8217;m excited to share the key insights below. \ud83d\udcca Key Takeaways 1\ufe0f\u20e3 Organizations Recognize the Need for Data Governance but Struggle with Implementation \ud83d\udccc 60 percent of [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/\" \/>\n<meta property=\"og:site_name\" content=\"Solutions Review Thought Leaders\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-27T21:24:51+00:00\" \/>\n<meta name=\"author\" content=\"Irina Steenbeek\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Irina Steenbeek\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/\",\"name\":\"Adapting Data Governance for Modern Data Architecture\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#website\"},\"datePublished\":\"2025-02-27T21:24:51+00:00\",\"dateModified\":\"2025-02-27T21:24:51+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/f4281bcf99e5c0f92684929ea56a2878\"},\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/thought-leaders\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#website\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/\",\"name\":\"Solutions Review Thought Leaders\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/solutionsreview.com\/thought-leaders\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/f4281bcf99e5c0f92684929ea56a2878\",\"name\":\"Irina Steenbeek\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/db9f75522b28a5779370bdeada87f30c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/db9f75522b28a5779370bdeada87f30c?s=96&d=mm&r=g\",\"caption\":\"Irina Steenbeek\"},\"description\":\"Dr. Irina Steenbeek is a data management practitioner with more than 12 years of experience. The key areas of her professional expertise are the data management maturity assessment, implementation of data management frameworks, and data lineage. Irina has practical experience in software implementation such as ERP and DWH\/BI, management consultation, financial and business controls, and data science.\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/author\/irina-steenbeek\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Adapting Data Governance for Modern Data Architecture","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"Adapting Data Governance for Modern Data Architecture","og_description":"I want to extend my gratitude to all the participants who joined and actively engaged in this session! \ud83c\udf89 During the masterclass, I conducted several live polls, and I&#8217;m excited to share the key insights below. \ud83d\udcca Key Takeaways 1\ufe0f\u20e3 Organizations Recognize the Need for Data Governance but Struggle with Implementation \ud83d\udccc 60 percent of [&hellip;]","og_url":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/","og_site_name":"Solutions Review Thought Leaders","article_published_time":"2025-02-27T21:24:51+00:00","author":"Irina Steenbeek","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Irina Steenbeek","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/","url":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/","name":"Adapting Data Governance for Modern Data Architecture","isPartOf":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/#website"},"datePublished":"2025-02-27T21:24:51+00:00","dateModified":"2025-02-27T21:24:51+00:00","author":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/f4281bcf99e5c0f92684929ea56a2878"},"breadcrumb":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/solutionsreview.com\/thought-leaders\/key-takeaways-from-the-free-masterclass-adapting-data-governance-for-modern-data-architecture\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/solutionsreview.com\/thought-leaders\/"},{"@type":"ListItem","position":2,"name":"Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture"}]},{"@type":"WebSite","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#website","url":"https:\/\/solutionsreview.com\/thought-leaders\/","name":"Solutions Review Thought Leaders","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/solutionsreview.com\/thought-leaders\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/f4281bcf99e5c0f92684929ea56a2878","name":"Irina Steenbeek","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/db9f75522b28a5779370bdeada87f30c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/db9f75522b28a5779370bdeada87f30c?s=96&d=mm&r=g","caption":"Irina Steenbeek"},"description":"Dr. Irina Steenbeek is a data management practitioner with more than 12 years of experience. The key areas of her professional expertise are the data management maturity assessment, implementation of data management frameworks, and data lineage. Irina has practical experience in software implementation such as ERP and DWH\/BI, management consultation, financial and business controls, and data science.","url":"https:\/\/solutionsreview.com\/thought-leaders\/author\/irina-steenbeek\/"}]}},"_links":{"self":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts\/1998"}],"collection":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/users\/481"}],"replies":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/comments?post=1998"}],"version-history":[{"count":0,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts\/1998\/revisions"}],"wp:attachment":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/media?parent=1998"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/categories?post=1998"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/tags?post=1998"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}