{"id":1789,"date":"2021-11-16T17:25:00","date_gmt":"2021-11-16T16:25:00","guid":{"rendered":"http:\/\/opus-numeris.com\/wordpress\/?p=1789"},"modified":"2021-11-29T16:16:49","modified_gmt":"2021-11-29T15:16:49","slug":"data-governance-framework","status":"publish","type":"post","link":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/","title":{"rendered":"Data Governance Framework"},"content":{"rendered":"\n<p>We define Data Governance as a decision-making system (including responsibilities, rules, methods and tools) allowing authority and control over the management of information in an organization. Data Governance therefore relies on capabilities \u2013 processes, people and tools \u2013 that contribute to improving the ability to make the right decisions regarding the management of data and its valuation through usages. This expert topic, covered by an abundant, detailed and complex theory (DAMA DMBOK, DGI Framework, CMMI, MIKE2.0, TOGAF\u2026) proves hard to address for companies while avoiding typical biases such as bureaucracy (\u201cWe don\u2019t need all this complexity, we need results\u201d), areas of responsibilities (\u201cData Governance is an IT problematic not a business stake\u201d), or strategic divergence (\u201cData Governance slows down our initiatives and fails to deliver graspable improvements\u201d). We have heard comments similar as those quoted above in many organizations we worked with. We believe most of these issues could be solved when tackling the discipline from the right angle.<\/p>\n\n\n\n<p><strong>We made data governance simple, straight-to-the-point<\/strong><\/p>\n\n\n\n<p>Organizations want results, in the area of Data Governance like others. They want to work on the adoption of ready-to-use tools and methods, and want to follow visionary yet pragmatic improvement roadmaps. This is why we decided to create an actionable methodological framework for data governance, with one main objective in mind: usability. We studied state-of-the-art theory on the question and kept only the essence. We designed tools and approaches and tested them on the field to make sure they worked. We validated, with clients, that the implementation of our framework contributed to building specific capabilities (a long-term goal) while addressing shorter-term business goals. For instance, we would work on the definition and diffusion of data definitions (semantic, standards &amp; norms, metadata, information lifecycle, ownership and responsibilities, etc.) while building with them the first bricks of the tool they would then use to manage their reference data. We would document their existing data models and work on the solutions to normalize them in order to be able to meet future regulatory requirements&#8230;<\/p>\n\n\n\n<p>In the end, the Data Governance framework that we bring to our clients allows them to quickly audit their data governance capabilities (confirm their strengths and weaknesses) but above all facilitates the elaboration of corrective actions and improvement roadmaps.&nbsp;<\/p>\n\n\n\n<p>Our framework is a starting point for inspiration, a reading grid of key data management capabilities, a toolbox of tools that have been used operationally and that can be reused \u2013 as-is or customized based on specific needs, that addresses technical and functional problematics as well as vision, strategy, skills and culture.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We define Data Governance as a decision-making system (including responsibilities, rules, methods and tools) allowing authority and control over the management of information in an organization&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1882,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[20,21,19],"tags":[],"class_list":["post-1789","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-frameworks","category-methods","category-opus-numeris"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Governance Framework - Opus Numeris<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Governance Framework - Opus Numeris\" \/>\n<meta property=\"og:description\" content=\"We define Data Governance as a decision-making system (including responsibilities, rules, methods and tools) allowing authority and control over the management of information in an organization...\" \/>\n<meta property=\"og:url\" content=\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\" \/>\n<meta property=\"og:site_name\" content=\"Opus Numeris\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-16T16:25:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-29T15:16:49+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1278\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\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\":\"Article\",\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"http:\/\/opus-numeris.com\/#\/schema\/person\/fb136d905e2a14a363b6fd33b36b2d3e\"},\"headline\":\"Data Governance Framework\",\"datePublished\":\"2021-11-16T16:25:00+00:00\",\"dateModified\":\"2021-11-29T15:16:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\"},\"wordCount\":430,\"publisher\":{\"@id\":\"http:\/\/opus-numeris.com\/#organization\"},\"image\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg\",\"articleSection\":[\"FRAMEWORKS\",\"METHODS\",\"OPUS NUMERIS\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\",\"url\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\",\"name\":\"Data Governance Framework - Opus Numeris\",\"isPartOf\":{\"@id\":\"http:\/\/opus-numeris.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg\",\"datePublished\":\"2021-11-16T16:25:00+00:00\",\"dateModified\":\"2021-11-29T15:16:49+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage\",\"url\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg\",\"contentUrl\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg\",\"width\":2560,\"height\":1278},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"http:\/\/opus-numeris.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Governance Framework\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/opus-numeris.com\/#website\",\"url\":\"http:\/\/opus-numeris.com\/\",\"name\":\"Opus Numeris\",\"description\":\"\",\"publisher\":{\"@id\":\"http:\/\/opus-numeris.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/opus-numeris.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"http:\/\/opus-numeris.com\/#organization\",\"name\":\"Opus Numeris\",\"url\":\"http:\/\/opus-numeris.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"http:\/\/opus-numeris.com\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/logo_entete-2.jpg\",\"contentUrl\":\"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/logo_entete-2.jpg\",\"width\":1560,\"height\":560,\"caption\":\"Opus Numeris\"},\"image\":{\"@id\":\"http:\/\/opus-numeris.com\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"http:\/\/opus-numeris.com\/#\/schema\/person\/fb136d905e2a14a363b6fd33b36b2d3e\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"http:\/\/opus-numeris.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0c46d0547b30dfb6a13390fe421ba903e1c56081aa3fab2fbae6a5112812a810?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0c46d0547b30dfb6a13390fe421ba903e1c56081aa3fab2fbae6a5112812a810?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/opus-numeris.com\/wordpress\"],\"url\":\"http:\/\/opus-numeris.com\/index.php\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Governance Framework - Opus Numeris","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":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/","og_locale":"fr_FR","og_type":"article","og_title":"Data Governance Framework - Opus Numeris","og_description":"We define Data Governance as a decision-making system (including responsibilities, rules, methods and tools) allowing authority and control over the management of information in an organization...","og_url":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/","og_site_name":"Opus Numeris","article_published_time":"2021-11-16T16:25:00+00:00","article_modified_time":"2021-11-29T15:16:49+00:00","og_image":[{"width":2560,"height":1278,"url":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"admin","Dur\u00e9e de lecture estim\u00e9e":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#article","isPartOf":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/"},"author":{"name":"admin","@id":"http:\/\/opus-numeris.com\/#\/schema\/person\/fb136d905e2a14a363b6fd33b36b2d3e"},"headline":"Data Governance Framework","datePublished":"2021-11-16T16:25:00+00:00","dateModified":"2021-11-29T15:16:49+00:00","mainEntityOfPage":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/"},"wordCount":430,"publisher":{"@id":"http:\/\/opus-numeris.com\/#organization"},"image":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage"},"thumbnailUrl":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg","articleSection":["FRAMEWORKS","METHODS","OPUS NUMERIS"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/","url":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/","name":"Data Governance Framework - Opus Numeris","isPartOf":{"@id":"http:\/\/opus-numeris.com\/#website"},"primaryImageOfPage":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage"},"image":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage"},"thumbnailUrl":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg","datePublished":"2021-11-16T16:25:00+00:00","dateModified":"2021-11-29T15:16:49+00:00","breadcrumb":{"@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#primaryimage","url":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg","contentUrl":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/framework-resized-scaled.jpg","width":2560,"height":1278},{"@type":"BreadcrumbList","@id":"http:\/\/opus-numeris.com\/index.php\/2021\/11\/16\/data-governance-framework\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"http:\/\/opus-numeris.com\/"},{"@type":"ListItem","position":2,"name":"Data Governance Framework"}]},{"@type":"WebSite","@id":"http:\/\/opus-numeris.com\/#website","url":"http:\/\/opus-numeris.com\/","name":"Opus Numeris","description":"","publisher":{"@id":"http:\/\/opus-numeris.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/opus-numeris.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"http:\/\/opus-numeris.com\/#organization","name":"Opus Numeris","url":"http:\/\/opus-numeris.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"http:\/\/opus-numeris.com\/#\/schema\/logo\/image\/","url":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/logo_entete-2.jpg","contentUrl":"http:\/\/opus-numeris.com\/wordpress\/wp-content\/uploads\/2021\/11\/logo_entete-2.jpg","width":1560,"height":560,"caption":"Opus Numeris"},"image":{"@id":"http:\/\/opus-numeris.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"http:\/\/opus-numeris.com\/#\/schema\/person\/fb136d905e2a14a363b6fd33b36b2d3e","name":"admin","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"http:\/\/opus-numeris.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0c46d0547b30dfb6a13390fe421ba903e1c56081aa3fab2fbae6a5112812a810?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0c46d0547b30dfb6a13390fe421ba903e1c56081aa3fab2fbae6a5112812a810?s=96&d=mm&r=g","caption":"admin"},"sameAs":["http:\/\/opus-numeris.com\/wordpress"],"url":"http:\/\/opus-numeris.com\/index.php\/author\/admin\/"}]}},"_links":{"self":[{"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/posts\/1789","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/comments?post=1789"}],"version-history":[{"count":14,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/posts\/1789\/revisions"}],"predecessor-version":[{"id":2058,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/posts\/1789\/revisions\/2058"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/media\/1882"}],"wp:attachment":[{"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/media?parent=1789"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/categories?post=1789"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/opus-numeris.com\/index.php\/wp-json\/wp\/v2\/tags?post=1789"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}