{"id":1932,"date":"2026-09-15T19:25:10","date_gmt":"2026-09-15T19:25:10","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=1932"},"modified":"2026-10-01T19:32:48","modified_gmt":"2026-10-01T19:32:48","slug":"the-4vs-of-business-ready-data-visibility-velocity-value-validation","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/","title":{"rendered":"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation"},"content":{"rendered":"<p>This session presents a leadership-focused strategy for building high-value data and AI products from certified foundations. Managers learn practical ways to improve portfolio visibility, prioritise investments early and quantify potential value to accelerate deliverables and maximise the return on investment.<\/p>\n<p>It shows how leaders strengthen decision-making by aligning product, business, analytics and engineering teams around shared requirements, embedding trust and using AI both to create new products and to accelerate delivery. The approach delivers clearer oversight and sharper strategic focus, helping organisations direct effort where it returns the greatest impact.\u201d<\/p>\n<p><strong>Takeaways:<\/strong><\/p>\n<ul>\n<li><strong>Repeatable discovery<\/strong> \u2014 turn business problems into clear data and AI product opportunities before investing.<\/li>\n<li><strong>Early prioritisation<\/strong> \u2014 evaluate ideas quickly using value signals to focus scarce capacity on highest-impact work.<\/li>\n<li><strong>Enhancing requirements<\/strong> \u2014 align product, business, data and governance teams to build trust and speed decisions.<\/li>\n<li><strong>AI as product and accelerator<\/strong> \u2014 create AI products on certified foundations while using AI tools to speed delivery and improve oversight.&#8221;<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-1932","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-14 15:00:00","end_time":"2026-10-14 15:30:00","theatre":631,"speakers":[1925],"businesses":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation - Data Decoded MCR<\/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:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation\" \/>\n<meta property=\"og:description\" content=\"This session presents a leadership-focused strategy for building high-value data and AI products from certified foundations....\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Decoded MCR\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataDecoded\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-01T19:32:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datadecoded.com\/mcr\/wp-content\/uploads\/sites\/5\/2025\/11\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@DataDecoded_HQ\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\\\/\",\"name\":\"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-15T19:25:10+00:00\",\"dateModified\":\"2026-10-01T19:32:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\",\"name\":\"Data Decoded MCR\",\"description\":\"13-14 Oct 2026, Manchester Central\",\"publisher\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#organization\",\"name\":\"Data Decoded MCR\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2025\\\/11\\\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp\",\"contentUrl\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2025\\\/11\\\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp\",\"width\":2560,\"height\":1280,\"caption\":\"Data Decoded MCR\"},\"image\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/DataDecoded\",\"https:\\\/\\\/x.com\\\/DataDecoded_HQ\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/105812864\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@DataDecodedHQ\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation - Data Decoded MCR","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:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/","og_locale":"en_US","og_type":"article","og_title":"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation","og_description":"This session presents a leadership-focused strategy for building high-value data and AI products from certified foundations....","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-01T19:32:48+00:00","og_image":[{"width":2560,"height":1280,"url":"https:\/\/datadecoded.com\/mcr\/wp-content\/uploads\/sites\/5\/2025\/11\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_site":"@DataDecoded_HQ","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/","name":"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-15T19:25:10+00:00","dateModified":"2026-10-01T19:32:48+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/the-4vs-of-business-ready-data-visibility-velocity-value-validation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"The 4Vs of Business-Ready Data: Visibility, Velocity, Value and Validation"}]},{"@type":"WebSite","@id":"https:\/\/datadecoded.com\/mcr\/#website","url":"https:\/\/datadecoded.com\/mcr\/","name":"Data Decoded MCR","description":"13-14 Oct 2026, Manchester Central","publisher":{"@id":"https:\/\/datadecoded.com\/mcr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datadecoded.com\/mcr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/datadecoded.com\/mcr\/#organization","name":"Data Decoded MCR","url":"https:\/\/datadecoded.com\/mcr\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/datadecoded.com\/mcr\/#\/schema\/logo\/image\/","url":"https:\/\/datadecoded.com\/mcr\/wp-content\/uploads\/sites\/5\/2025\/11\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp","contentUrl":"https:\/\/datadecoded.com\/mcr\/wp-content\/uploads\/sites\/5\/2025\/11\/SS005576-DATA-DECODED-MCR-2026-WEBSITE-UPDATE-1-scaled.webp","width":2560,"height":1280,"caption":"Data Decoded MCR"},"image":{"@id":"https:\/\/datadecoded.com\/mcr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataDecoded","https:\/\/x.com\/DataDecoded_HQ","https:\/\/www.linkedin.com\/company\/105812864\/","https:\/\/www.youtube.com\/@DataDecodedHQ"]}]}},"_links":{"self":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/seminar\/1932","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/seminar"}],"about":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/types\/seminar"}],"acf:post":[{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/1925"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/631"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=1932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}