{"id":930388,"date":"2026-11-01T18:12:35","date_gmt":"2026-11-01T18:12:35","guid":{"rendered":"https:\/\/palmer-consulting.com\/ai-data-lab\/establish-a-common-data-governance-framework\/"},"modified":"2026-11-01T19:05:32","modified_gmt":"2026-11-01T19:05:32","slug":"establish-a-common-data-governance-framework","status":"publish","type":"page","link":"https:\/\/palmer-consulting.com\/en\/ai-data-lab\/establish-a-common-data-governance-framework\/","title":{"rendered":"Establish a Common Data Governance Framework"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"930388\" class=\"elementor elementor-930388 elementor-930282\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-350a6c2 e-flex e-con-boxed e-con e-parent\" data-id=\"350a6c2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40c71c7f elementor-widget elementor-widget-text-editor\" data-id=\"40c71c7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"pmrex pmrex-detail\"><header class=\"pmrex-hero\"><div class=\"pmrex-wrap\"><a class=\"pmrex-back\" href=\"https:\/\/palmer-consulting.com\/en\/ai-data-lab\/\">\u2190 AI &#038; Data<\/a><div class=\"pmrex-hero-layout\"><div><p class=\"pmrex-eyebrow\">Customer Feedback<\/p><h1>Defining a Common Data Governance Framework<\/h1><p class=\"pmrex-lead\">Harmonize data management practices and map out a phased implementation plan.<\/p><\/div><div class=\"pmrex-hero-media\"><figure class=\"pmrex-hero-figure\"><img fetchpriority=\"high\" src=\"https:\/\/palmer-consulting.com\/wp-content\/plugins\/palmer-rex\/assets\/photo-0.jpg\" width=\"1080\" height=\"1080\" alt=\"Establish a Common Data Governance Framework\" decoding=\"async\"\/><\/figure><\/div><\/div><\/div><\/header><section class=\"pmrex-wrap pmrex-overview\"><div><p class=\"pmrex-eyebrow\">The Mission at a Glance<\/p><div class=\"pmrex-company\"><h2>The Company<\/h2><p>The IT division of a banking group<\/p><\/div><h2>Background<\/h2><div class=\"pmrex-context\"><p>A banking IT division sought to unify data management across heterogeneous information systems. Stakeholders\u2019 practices and priorities needed to converge toward a common vision.<\/p><\/div><div class=\"pmrex-problem\"><h2>The Challenge<\/h2><p>Heterogeneous systems and data management practices that needed to be unified under a common governance framework.<\/p><\/div><\/div><aside class=\"pmrex-challenge\"><p class=\"pmrex-eyebrow\">Key Issues to Address<\/p><h2>The Challenge of the Project<\/h2><p>The ecosystem comprised heterogeneous systems and data management practices that varied by stakeholder. Priorities did not naturally align. Beyond the governance framework, it was necessary to build a shared understanding of the quality, security, and common rules required for data management.<\/p><\/aside><aside class=\"pmrex-early-cta\"><p>Are you facing the same challenges?<\/p><a class=\"pmrex-button\" href=\"https:\/\/palmer-consulting.com\/contact\/\">Contact us \u2197<\/a><\/aside><\/section><section class=\"pmrex-method\"><div class=\"pmrex-wrap\"><div class=\"pmrex-section-heading\"><div><p class=\"pmrex-eyebrow\">Our Approach<\/p><h2>The Process, Step by Step<\/h2><\/div><\/div><div class=\"pmrex-steps\"><article class=\"pmrex-step\"><span class=\"pmrex-step-number\">01<\/span><div><h3>Assessing Practices and the Ecosystem<\/h3><p>PALMER analyzed existing practices and mapped the technological environment.<\/p><p>This first step helped identify gaps and areas for improvement. The assessment took into account the diversity of information systems and the needs of the stakeholders responsible for managing or using the data.<\/p><\/div><\/article><article class=\"pmrex-step\"><span class=\"pmrex-step-number\">02<\/span><div><h3>Defining a Common Target Vision<\/h3><p>The goal was to harmonize and simplify data management processes.<\/p><p>It incorporated quality standards, security principles, and common governance models. The collaborative process helped align these decisions with the organization\u2019s operational priorities.<\/p><\/div><\/article><article class=\"pmrex-step\"><span class=\"pmrex-step-number\">03<\/span><div><h3>Building a Step-by-Step Plan<\/h3><p>The roadmap was organized into several phases with identified milestones.<\/p><p>Implementation had to remain flexible to account for feedback from the field and changes in the environment. This phased approach made it possible to coordinate initial actions with more structural transformations.<\/p><\/div><\/article><article class=\"pmrex-step\"><span class=\"pmrex-step-number\">04<\/span><div><h3>Supporting Teams in Adoption<\/h3><p>PALMER supported stakeholder engagement and the implementation of governance.<\/p><p>Communication around the shared vision was part of the process. It aimed to make data management a shared practice among teams, with adjustments made as the project progressed.<\/p><\/div><\/article><\/div><\/div><\/section><section class=\"pmrex-results\"><div class=\"pmrex-wrap pmrex-results-layout\"><div><p class=\"pmrex-eyebrow\">Work Completed<\/p><h2>What the \u201c<br\/>\u201d initiative has implemented<\/h2><div class=\"pmrex-rule\"><\/div><\/div><ul class=\"pmrex-deliverables\"><li><span>01<\/span><p>An assessment of data management practices.<\/p><\/li><li><span>02<\/span><p>A target vision encompassing quality, security, and governance.<\/p><\/li><li><span>03<\/span><p>A roadmap structured into phases.<\/p><\/li><li><span>04<\/span><p>Support for implementation and raising awareness among teams.<\/p><\/li><\/ul><\/div><\/section><section class=\"pmrex-wrap pmrex-contribution\"><div><p class=\"pmrex-eyebrow pmrex-contribution-label\">The Firm&#8217;s Support<\/p><h2>PALMER\u2019s Contribution<\/h2><\/div><div><p class=\"pmrex-value\">PALMER engaged stakeholders in defining the common framework. The roadmap was designed to allow for adjustments based on the teams\u2019 needs and feedback.<\/p><a class=\"pmrex-expertise-link\" href=\"https:\/\/palmer-consulting.com\/en\/ai-data-lab\/\">Discover our AI &#038; Data expertise \u2192<\/a><\/div><\/section><section class=\"pmrex-cta\"><div class=\"pmrex-wrap pmrex-cta-layout\"><div><h2>Let\u2019s discuss your AI &#038; Data strategy<\/h2><p>Let\u2019s discuss your situation and the skills needed.<\/p><\/div><a class=\"pmrex-button\" href=\"https:\/\/palmer-consulting.com\/contact\/\">Let\u2019s discuss your needs \u2197<\/a><\/div><\/section><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Harmonize data management practices and establish a phased implementation plan.<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":7366,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-930388","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Establish a Common Data Governance Framework | Palmer<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/palmer-consulting.com\/en\/ai-data-lab\/establish-a-common-data-governance-framework\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Establish a Common Data Governance Framework | Palmer\" \/>\n<meta property=\"og:description\" content=\"Harmonize data management practices and establish a phased implementation plan.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/palmer-consulting.com\/en\/ai-data-lab\/establish-a-common-data-governance-framework\/\" \/>\n<meta property=\"og:site_name\" content=\"Palmer\" \/>\n<meta property=\"article:modified_time\" content=\"2026-11-01T19:05:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/palmer-consulting.com\/wp-content\/plugins\/palmer-rex\/assets\/photo-0.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/\",\"url\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/\",\"name\":\"Establish a Common Data Governance Framework | Palmer\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/palmer-consulting.com\\\/wp-content\\\/plugins\\\/palmer-rex\\\/assets\\\/photo-0.jpg\",\"datePublished\":\"2026-11-01T18:12:35+00:00\",\"dateModified\":\"2026-11-01T19:05:32+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/#primaryimage\",\"url\":\"https:\\\/\\\/palmer-consulting.com\\\/wp-content\\\/plugins\\\/palmer-rex\\\/assets\\\/photo-0.jpg\",\"contentUrl\":\"https:\\\/\\\/palmer-consulting.com\\\/wp-content\\\/plugins\\\/palmer-rex\\\/assets\\\/photo-0.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/ai-data-lab\\\/establish-a-common-data-governance-framework\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/palmer-consulting.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI &amp; 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