{"id":518169,"date":"2024-11-13T12:27:10","date_gmt":"2024-11-13T11:27:10","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/generative-ai-data-governance\/"},"modified":"2025-12-01T14:25:06","modified_gmt":"2025-12-01T13:25:06","slug":"generative-ai-data-governance","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/uk\/expert-view\/generative-ai-data-governance\/","title":{"rendered":"Generative AI &amp; Data Governance"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\" id=\"h-importance-of-data-governance\"><strong>Importance of Data Governance<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Before diving into Generative AI GenAI), consider the importance of data governance. Imagine deploying GenAI without it\u2014it&#8217;s like navigating without a compass. While companies will share foundational GenAI models, the differentiator will be their data and how they leverage it. Data strategy is essential for success in GenAI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-data-governance-beyond-the-buzzword\"><strong>Data Governance: Beyond the Buzzword<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data governance may seem daunting, with its regulatory constraints and complex processes. However, the benefits are clear: a common vocabulary, increased data confidence, and efficient habits.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Effective data governance is a critical component that must be integrated into your organisation&#8217;s broader <a href=\"https:\/\/devoteam.info\/uk\/expert-view\/ai-data-platforms\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Data Platforms<\/a> to ensure security and compliance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-a-retailer-s-journey\"><strong>A Retailer&#8217;s Journey<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A leading retailer implemented data governance before adopting advanced analytics, AI, and <a href=\"http:\/\/devoteam.com\/topics\/artificial-intelligence-machine-learning\/ \u2197\">GenAI<\/a>. Initially, they focused on data initiatives across businesses but soon realised the importance of data trustworthiness and quality for reliable insights and sound decision-making.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-benefits-of-decentralised-data-governance\"><strong>Benefits of Decentralised Data Governance<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A decentralised <a href=\"https:\/\/devoteam.info\/expert-view\/azure-natives-microsoft-cloud-for-sovereignty-secure-your-data\/\">data governance<\/a> program empowers business lines through:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data acculturation programs to educate employees.<\/li>\n\n\n\n<li>Seamless access to data heritage for context.<\/li>\n\n\n\n<li>Learning from mistakes to prevent future errors.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-generative-ai-the-new-frontier\"><strong>Generative AI: The New Frontier<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GenAI is promising, but what sets companies apart? The answer is data. Personalising and enriching models requires data mastery and governance. If humans struggle to detect data quality issues, how can algorithms judge data accurately? Techniques like fine-tuning and RAG rely on qualified, quality-controlled data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-building-a-data-governance-and-generative-ai-fortress\"><strong>Building a Data Governance and Generative AI Fortress<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The key to combining GenAI and data governance is agility:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Evaluate and monitor different models effectively.<\/li>\n\n\n\n<li>Enrich data to adapt to specific contexts and needs.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This transforms generic solutions into tailor-made tools. <a href=\"https:\/\/devoteam.info\/uk\/topics\/data\/\">Data<\/a> remains the fuel for GenAI, and measuring its quality becomes crucial with components like chunking and vectorisation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-the-master-asset-external-data-enrichment\"><strong>The Master Asset: External Data Enrichment<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For innovative companies, the future lies in integrating external data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-retail-sector-example\"><strong>Retail Sector Example<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Businesses can leverage external socio-demographic data to understand customers better and tailor offerings. Enriching product knowledge, from raw materials to transport, helps respond to demanding consumers who ask specific questions. This external enrichment strategy provides a competitive advantage, driving innovation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-conclusion\"><strong>Conclusion<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In short, the intersection of generative AI and data governance is crucial. It builds confidence in the information and services delivered. As with any quest, tools extend our know-how. Our ability to govern, enrich, and value <a href=\"https:\/\/devoteam.info\/uk\/services\/data\/\">data<\/a> will determine our success in this adventure.<strong><br><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-cover alignfull is-style-blur-image is-style-blur-image-less\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-70 has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1440\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1.jpg\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1.jpg 1920w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-300x225.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-1024x768.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-768x576.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group alignfull has-base-color has-text-color has-global-padding is-layout-constrained wp-container-core-group-is-layout-46b67d08 wp-block-group-is-layout-constrained\" style=\"margin-top:0px;margin-bottom:0px;padding-top:var(--wp--preset--spacing--xxx-large);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--xxx-large);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-secondary-font-family has-large-font-size\">Devoteam helps you lead the (gen)AI revolution<\/h2>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-main-accent-color has-text-color wp-block-paragraph\">Partner with Devoteam to access experienced AI consultants and the best AI technologies for tailored solutions that maximise your return on investment. With over 1,000 certified AI Consultants and over 300 successful AI projects, we have the expertise to meet your unique needs.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-2cc807e2 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/devoteam.info\/uk\/services\/ai-ml\/\">Begin your AI Journey<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline-white-button\"><a class=\"wp-block-button__link has-base-color has-text-color has-background wp-element-button\" href=\"https:\/\/devoteam.info\/success-story\/?category_name=ai\" style=\"background-color:#64648254\">AI References<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The great awakening of data governance<\/p>\n<p>&#8220;It is by forging that one becomes a blacksmith&#8230; And it is by governing our data that we excel in AI!&#8221;<\/p>\n","protected":false},"featured_media":116460,"template":"","categories":[750,757],"tags":[],"industry":[1272],"class_list":["post-518169","expert-view","type-expert-view","status-publish","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-data","industry-retail-uk"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/uk\/expert-view\/generative-ai-data-governance\/\" target=\"_self\" ><img width=\"1920\" height=\"1440\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Generative AI &amp; Data Governance\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1.jpg 1920w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-300x225.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-1024x768.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-768x576.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/GettyImages-1489767514-1-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Expert View<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/uk\/expert-view\/generative-ai-data-governance\/\" target=\"_self\" >Generative AI &amp; Data Governance<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Generative AI &amp; Data Governance<\/title>\n<meta name=\"description\" content=\"AI data governance ensures reliable Gen AI insights. 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And it is by governing our data that we excel in AI!\"","_links":{"self":[{"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/expert-view\/518169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/expert-view"}],"about":[{"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/types\/expert-view"}],"version-history":[{"count":0,"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/expert-view\/518169\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/media\/116460"}],"wp:attachment":[{"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/media?parent=518169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/categories?post=518169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/tags?post=518169"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/devoteam.info\/uk\/wp-json\/wp\/v2\/industry?post=518169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}