[{"id":2208,"date":"2026-10-08T10:42:48","date_gmt":"2026-10-08T10:42:48","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2208"},"modified":"2026-10-08T11:08:19","modified_gmt":"2026-10-08T11:08:19","slug":"data-delivery-to-decisions-with-ai-the-kellanova-success-story","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/","title":{"rendered":"Data Delivery to Decisions with AI: The Kellanova Success Story"},"content":{"rendered":"<p>Sharing Kellanova journey of D&amp;A from being brilliant at basics to enabling decisions with AI, Tripti will walk you through success stories of D&amp;A team, working alongside demand intake governance, global data &amp; analytics team as hub and spoke &amp; business teams. From migrating to data platform of the future, increased adoption of data products across multiple functions, to turning the dial from pushing data priorities to creating a pull for AI at scale.<\/p>\n<p><strong>Key Takeaways<\/strong>:<\/p>\n<ul>\n<li class=\"elementToProof\" role=\"presentation\">Building data governance from ground up alongside data delivery<\/li>\n<li>\n<div class=\"elementToProof\" role=\"presentation\">Choices made to make sure the strategy &amp; vision percolates down to delivery<\/div>\n<\/li>\n<li>\n<div class=\"elementToProof\" role=\"presentation\">Data as a people discipline not technical discipline<\/div>\n<\/li>\n<li>\n<div class=\"elementToProof\" role=\"presentation\">Some of the AI use cases live today delivering business value<\/div>\n<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2208","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-14 14:15:00","end_time":"2026-10-14 14:45:00","theatre":636,"speakers":[429],"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>Data Delivery to Decisions with AI: The Kellanova Success Story - 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\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Delivery to Decisions with AI: The Kellanova Success Story\" \/>\n<meta property=\"og:description\" content=\"Sharing Kellanova journey of D&amp;A from being brilliant at basics to enabling decisions with AI, Tripti...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/\" \/>\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=\"2026-10-08T11:08:19+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\\\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\\\/\",\"name\":\"Data Delivery to Decisions with AI: The Kellanova Success Story - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-10-08T10:42:48+00:00\",\"dateModified\":\"2026-10-08T11:08:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Delivery to Decisions with AI: The Kellanova Success Story\"}]},{\"@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":"Data Delivery to Decisions with AI: The Kellanova Success Story - 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\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/","og_locale":"en_US","og_type":"article","og_title":"Data Delivery to Decisions with AI: The Kellanova Success Story","og_description":"Sharing Kellanova journey of D&amp;A from being brilliant at basics to enabling decisions with AI, Tripti...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-08T11:08:19+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\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/","name":"Data Delivery to Decisions with AI: The Kellanova Success Story - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-10-08T10:42:48+00:00","dateModified":"2026-10-08T11:08:19+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/data-delivery-to-decisions-with-ai-the-kellanova-success-story\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Data Delivery to Decisions with AI: The Kellanova Success Story"}]},{"@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\/2208","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\/429"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/636"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2195,"date":"2026-10-07T20:49:19","date_gmt":"2026-10-07T20:49:19","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2195"},"modified":"2026-10-07T20:49:19","modified_gmt":"2026-10-07T20:49:19","slug":"data-in-the-era-of-not-knowing-engineering-for-signals-that-expire","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/","title":{"rendered":"Data in the Era of Not Knowing: Engineering for Signals That Expire"},"content":{"rendered":"<p>Truth and untruth now move at the same speed. Customer intent resets faster than pipelines refresh, loyalty no longer compounds, and AI agents are starting to make choices on people&#8217;s behalf. Yet most data platforms are still built for stable behaviour: model yesterday, predict tomorrow. This session argues that the hard engineering problem is now time \u2014 knowing which signals are relevant right now, which carry lasting salience, and which can be trusted at all. Drawing on 25 years of transformation across telecoms, media and commerce, <span class=\"outlook-search-highlight\" data-markjs=\"true\">Lucy<\/span> sets out what changes when you design for signals that expire: provenance and validation treated as first-class data, feedback loops that actually learn, and automation built for trust from the start rather than supervised after the fact.<\/p>\n","protected":false},"template":"","class_list":["post-2195","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 10:30:00","end_time":"2026-10-13 11:00:00","theatre":636,"speakers":[2191],"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>Data in the Era of Not Knowing: Engineering for Signals That Expire - 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\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data in the Era of Not Knowing: Engineering for Signals That Expire\" \/>\n<meta property=\"og:description\" content=\"Truth and untruth now move at the same speed. Customer intent resets faster than pipelines refresh,...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Decoded MCR\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataDecoded\" \/>\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\\\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\\\/\",\"name\":\"Data in the Era of Not Knowing: Engineering for Signals That Expire - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-10-07T20:49:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data in the Era of Not Knowing: Engineering for Signals That Expire\"}]},{\"@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":"Data in the Era of Not Knowing: Engineering for Signals That Expire - 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\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/","og_locale":"en_US","og_type":"article","og_title":"Data in the Era of Not Knowing: Engineering for Signals That Expire","og_description":"Truth and untruth now move at the same speed. Customer intent resets faster than pipelines refresh,...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","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\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/","name":"Data in the Era of Not Knowing: Engineering for Signals That Expire - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-10-07T20:49:19+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/data-in-the-era-of-not-knowing-engineering-for-signals-that-expire\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Data in the Era of Not Knowing: Engineering for Signals That Expire"}]},{"@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\/2195","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\/2191"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/636"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2177,"date":"2026-10-07T15:05:07","date_gmt":"2026-10-07T15:05:07","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2177"},"modified":"2026-10-07T15:29:08","modified_gmt":"2026-10-07T15:29:08","slug":"ai-and-automation-the-build-vs-buy-dilemma","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/","title":{"rendered":"AI and Automation: The Build vs. Buy Dilemma"},"content":{"rendered":"<p style=\"font-weight: 400\">Every business right now is trying to figure out how to use AI and automation to work smarter. But there is a massive roadblock standing in the way: do you build your own custom tools from scratch, or do you buy ready-made software off the shelf?<\/p>\n<p style=\"font-weight: 400\">It sounds like a simple choice, but getting it wrong can cost you time, money, and control over your own data. This talk cuts through the technical jargon to give you a clear, practical guide for making the right choice for your team. We\u2019ll look at the hidden costs of both options, when a shiny new subscription is actually all you need, and when it\u2019s truly worth rolling up your sleeves to build something yourself.<\/p>\n<p style=\"font-weight: 400\"><strong>Key Takeaways:<\/strong><\/p>\n<ul style=\"font-weight: 400\">\n<li><strong>The Hidden Price Tags:<\/strong>\u00a0The upfront cost is just the beginning. We&#8217;ll compare the ongoing drag of software subscriptions against the hidden maintenance and time costs of running a custom-built system.<\/li>\n<li><strong>Keeping Your Data Safe:<\/strong>\u00a0When you buy a platform, who really owns the output? We&#8217;ll cover how your choice impacts the security of your company&#8217;s proprietary data and your intellectual property.<\/li>\n<li><strong>Knowing When to Build:<\/strong>\u00a0A simple rule of thumb for identifying when a custom solution actually gives your business a competitive edge, versus when an off-the-shelf product is more than good enough for everyday tasks.<\/li>\n<li><strong>The Best of Both Worlds:<\/strong>\u00a0Why it rarely has to be an all-or-nothing decision. We&#8217;ll explore how successful teams are blending bought AI models with their own custom workflows to get the best results with the least risk.<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2177","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 15:45:00","end_time":"2026-10-13 16:15:00","theatre":635,"speakers":[2178],"businesses":[1978]},"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>AI and Automation: The Build vs. Buy Dilemma - 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\/ai-and-automation-the-build-vs-buy-dilemma\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI and Automation: The Build vs. Buy Dilemma\" \/>\n<meta property=\"og:description\" content=\"Every business right now is trying to figure out how to use AI and automation to...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/\" \/>\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=\"2026-10-07T15:29:08+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=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/ai-and-automation-the-build-vs-buy-dilemma\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/ai-and-automation-the-build-vs-buy-dilemma\\\/\",\"name\":\"AI and Automation: The Build vs. Buy Dilemma - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-10-07T15:05:07+00:00\",\"dateModified\":\"2026-10-07T15:29:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/ai-and-automation-the-build-vs-buy-dilemma\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/ai-and-automation-the-build-vs-buy-dilemma\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/ai-and-automation-the-build-vs-buy-dilemma\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI and Automation: The Build vs. Buy Dilemma\"}]},{\"@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":"AI and Automation: The Build vs. Buy Dilemma - 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\/ai-and-automation-the-build-vs-buy-dilemma\/","og_locale":"en_US","og_type":"article","og_title":"AI and Automation: The Build vs. Buy Dilemma","og_description":"Every business right now is trying to figure out how to use AI and automation to...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-07T15:29:08+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":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/","name":"AI and Automation: The Build vs. Buy Dilemma - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-10-07T15:05:07+00:00","dateModified":"2026-10-07T15:29:08+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/ai-and-automation-the-build-vs-buy-dilemma\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"AI and Automation: The Build vs. Buy Dilemma"}]},{"@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\/2177","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\/business\/1978"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2178"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/635"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2160,"date":"2026-10-01T22:24:57","date_gmt":"2026-10-01T22:24:57","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2160"},"modified":"2026-10-01T22:24:57","modified_gmt":"2026-10-01T22:24:57","slug":"from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/","title":{"rendered":"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate"},"content":{"rendered":"<p>Enterprise AI is moving beyond individual copilots and chat interfaces. Organisations are increasingly introducing AI agents that can access data, connect to tools and take actions across business systems.<\/p>\n<p>As adoption grows, so does the governance challenge. Organisations need visibility into which agents exist, who owns them, what identities and permissions they use, what data and systems they can access, and how their actions are monitored and controlled.<\/p>\n<p>This session looks at the practical security and governance questions that emerge as AI adoption becomes agent adoption, from discovery and ownership through identity, access, lifecycle, oversight and accountability.<\/p>\n<p>Using practical enterprise examples, it will show how organisations can move from fragmented AI experimentation towards a governed and secure enterprise agent estate, while still enabling AI adoption to scale.<\/p>\n<p><strong>Takeaways:<\/strong><\/p>\n<ul>\n<li>Understand how growing AI agent adoption changes the enterprise governance and risk landscape.<\/li>\n<li>Identify the key questions around agent visibility, identity, ownership, permissions, data access and actions.<\/li>\n<li>Understand the security and governance controls needed across the agent lifecycle.<\/li>\n<li>Take away a practical approach for moving from agent sprawl towards a governed enterprise agent estate.<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2160","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-14 12:45:00","end_time":"2026-10-14 13:15:00","theatre":634,"speakers":[2158],"businesses":[2157]},"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>From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate - 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\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate\" \/>\n<meta property=\"og:description\" content=\"Enterprise AI is moving beyond individual copilots and chat interfaces. Organisations are increasingly introducing AI agents...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Decoded MCR\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataDecoded\" \/>\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\\\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\\\/\",\"name\":\"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-10-01T22:24:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate\"}]},{\"@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":"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate - 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\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/","og_locale":"en_US","og_type":"article","og_title":"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate","og_description":"Enterprise AI is moving beyond individual copilots and chat interfaces. Organisations are increasingly introducing AI agents...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","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\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/","name":"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-10-01T22:24:57+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/from-ai-adoption-to-agent-sprawl-governing-the-enterprise-agent-estate\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"From AI Adoption to Agent Sprawl: Governing the Enterprise Agent Estate"}]},{"@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\/2160","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\/business\/2157"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2158"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/634"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2123,"date":"2026-10-01T11:33:26","date_gmt":"2026-10-01T11:33:26","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2123"},"modified":"2026-10-01T11:33:42","modified_gmt":"2026-10-01T11:33:42","slug":"agent-traces-build-and-defend-your-proprietary-intelligence-advantage","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/","title":{"rendered":"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage"},"content":{"rendered":"<p class=\"p1\"><strong>Turning Agent Activity Into a Compounding, Enterprise-Grade Data Asset<\/strong><\/p>\n<p class=\"p1\">Every agent run leaves behind a valuable trail: context, tool calls, actions,\u00a0dead ends, outcomes, and human corrections. Most enterprises treat this\u00a0data as logs for monitoring, debugging, and compliance. Yet these traces\u00a0capture something far more valuable: how the organization actually works.\u00a0Properly structured, they can become a proprietary intelligence layer that\u00a0helps agents recover past decisions, reuse institutional knowledge, avoid\u00a0repeated mistakes, and improve future work.<\/p>\n<p class=\"p1\">The challenge is scale. Agent traces are massive, heterogeneous,\u00a0continuous, expensive to reprocess, and often contain sensitive data or\u00a0intellectual property.<\/p>\n<p class=\"p1\">This session explores how to build an agent-native data foundation that can\u00a0process traces economically, transform raw activity into reusable\u00a0intelligence, and govern access, retention, and sensitive data. The result is a\u00a0data asset that grows with every agent run, and becomes increasingly\u00a0difficult for competitors to reproduce.<\/p>\n<p><strong>Key Takeaways<\/strong>:<\/p>\n<ul>\n<li class=\"p1\">Start treating agent traces as a first-class data asset<\/li>\n<li class=\"p1\">Design for reuse, not just retention<\/li>\n<li class=\"p1\">Stress-test your data foundation for machine consumption.<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2123","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-14 11:15:00","end_time":"2026-10-14 11:45:00","theatre":636,"speakers":[2121],"businesses":[1673]},"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>Agent Traces: Build and Defend Your Proprietary Intelligence Advantage - 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\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage\" \/>\n<meta property=\"og:description\" content=\"Turning Agent Activity Into a Compounding, Enterprise-Grade Data Asset Every agent run leaves behind a valuable...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/\" \/>\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=\"2026-10-01T11:33:42+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\\\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\\\/\",\"name\":\"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-10-01T11:33:26+00:00\",\"dateModified\":\"2026-10-01T11:33:42+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage\"}]},{\"@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":"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage - 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\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/","og_locale":"en_US","og_type":"article","og_title":"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage","og_description":"Turning Agent Activity Into a Compounding, Enterprise-Grade Data Asset Every agent run leaves behind a valuable...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-01T11:33:42+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\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/","name":"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-10-01T11:33:26+00:00","dateModified":"2026-10-01T11:33:42+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/agent-traces-build-and-defend-your-proprietary-intelligence-advantage\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Agent Traces: Build and Defend Your Proprietary Intelligence Advantage"}]},{"@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\/2123","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\/business\/1673"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2121"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/636"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2123"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2062,"date":"2026-09-30T17:37:02","date_gmt":"2026-09-30T17:37:02","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2062"},"modified":"2026-10-08T17:22:14","modified_gmt":"2026-10-08T17:22:14","slug":"headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/","title":{"rendered":"HEADLINE KEYNOTE &#8211; Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport"},"content":{"rendered":"<p>Join us for an exclusive fireside chat as <strong>Tom Shaw<\/strong> sits down with <strong>Dan Cherowbrier<\/strong>, Chief Technology Officer at Formula E.<\/p>\n<p>As CTO, Dan leads the technology that powers one of the world&#8217;s most innovative sporting organisations, where data, engineering and real-time decision making come together under constant pressure.<\/p>\n<p>Rather than a traditional presentation, this will be an open conversation exploring the challenges, opportunities and lessons learned from leading technology at the highest level.<\/p>\n<p><span data-teams=\"true\"><b>Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorspor<\/b><\/span><\/p>\n<p><span data-teams=\"true\">In the world of elite motorsport, a millisecond can make the difference between winning and losing. Join Tom Shaw as he sits down with Formula E\u2019s Chief Technology Officer, Dan Cherowbrier, to learn more about the role data plays in the world-leading electric motorsport series.<\/span><\/p>\n<p>From powering on-track innovations like the Championship&#8217;s all-new GEN4 race car to seamless off-track advancements in broadcast technology and everything in between, hear how Formula E captures, moves, and leverages data at extreme speeds across a race calendar, which for the upcoming 2026\/27 Season will span a record-breaking 21 races across 13 global cities.<\/p>\n","protected":false},"template":"","class_list":["post-2062","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 09:30:00","end_time":"2026-10-13 10:15:00","theatre":630,"speakers":[2057,1440],"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>HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport - 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\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport\" \/>\n<meta property=\"og:description\" content=\"Join us for an exclusive fireside chat as Tom Shaw sits down with Dan Cherowbrier, Chief...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/\" \/>\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=\"2026-10-08T17:22:14+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\\\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\\\/\",\"name\":\"HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-30T17:37:02+00:00\",\"dateModified\":\"2026-10-08T17:22:14+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"HEADLINE KEYNOTE &#8211; Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport\"}]},{\"@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":"HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport - 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\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/","og_locale":"en_US","og_type":"article","og_title":"HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport","og_description":"Join us for an exclusive fireside chat as Tom Shaw sits down with Dan Cherowbrier, Chief...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-08T17:22:14+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\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/","name":"HEADLINE KEYNOTE - Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-30T17:37:02+00:00","dateModified":"2026-10-08T17:22:14+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/headline-keynote-a-conversation-with-dan-cherowbrier-cto-formula-e-hosted-by-tom-shaw\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"HEADLINE KEYNOTE &#8211; Electrifying Data: How Formula E Uses Data to Drive Innovation in Elite Motorsport"}]},{"@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\/2062","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\/1440"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2057"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/630"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2096,"date":"2026-09-30T14:28:57","date_gmt":"2026-09-30T14:28:57","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2096"},"modified":"2026-09-30T14:35:19","modified_gmt":"2026-09-30T14:35:19","slug":"fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/","title":{"rendered":"Fireside Chat: Knowing isn&#8217;t doing: why data rarely changes the decision"},"content":{"rendered":"<p>Most organisations don&#8217;t lack data. They lack the owner, the number and the first move that turn it into a decision. Dashboards multiply, risk registers grow, sustainability reports get longer, and very little changes on Monday morning.<\/p>\n<p>James sets out a series of provocations from his work turning sustainability and supply chain data into commercial decisions. Philip responds from the seat of someone who has run risk and operations at one of the UK&#8217;s leading property advisers and now leads transformation at another.<\/p>\n<p>Together they explore:<\/p>\n<ul>\n<li>Why the biggest exposures often sit outside the risk register, because no one has put a figure on them<\/li>\n<li>What happens to accountability when everyone owns the data<\/li>\n<li>Sustainability as an operational discipline, not a reporting one<\/li>\n<li>What the day after the strategy looks like when a firm has to act on what it knows<\/li>\n<li>Why some organisations avoid finding things out, and what it costs them<\/li>\n<\/ul>\n<p>It&#8217;s an honest exchange between the person who makes the case and the person who has to act on it. The room leaves with one test for any data programme: does it produce a figure, an owner and a first action?<\/p>\n","protected":false},"template":"","class_list":["post-2096","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 16:30:00","end_time":"2026-10-13 17:00:00","theatre":631,"speakers":[297,2093],"businesses":[299,2094]},"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>Fireside Chat: Knowing isn&#039;t doing: why data rarely changes the decision - 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\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fireside Chat: Knowing isn&#039;t doing: why data rarely changes the decision\" \/>\n<meta property=\"og:description\" content=\"Most organisations don&#8217;t lack data. They lack the owner, the number and the first move that...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/\" \/>\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=\"2026-09-30T14:35:19+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\\\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\\\/\",\"name\":\"Fireside Chat: Knowing isn't doing: why data rarely changes the decision - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-30T14:28:57+00:00\",\"dateModified\":\"2026-09-30T14:35:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Fireside Chat: Knowing isn&#8217;t doing: why data rarely changes the decision\"}]},{\"@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":"Fireside Chat: Knowing isn't doing: why data rarely changes the decision - 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\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/","og_locale":"en_US","og_type":"article","og_title":"Fireside Chat: Knowing isn't doing: why data rarely changes the decision","og_description":"Most organisations don&#8217;t lack data. They lack the owner, the number and the first move that...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-09-30T14:35:19+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\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/","name":"Fireside Chat: Knowing isn't doing: why data rarely changes the decision - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-30T14:28:57+00:00","dateModified":"2026-09-30T14:35:19+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/fireside-chat-knowing-isnt-doing-why-data-rarely-changes-the-decision\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Fireside Chat: Knowing isn&#8217;t doing: why data rarely changes the decision"}]},{"@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\/2096","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\/business\/2094"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/business\/299"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2093"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/297"},{"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=2096"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2079,"date":"2026-09-30T09:19:07","date_gmt":"2026-09-30T09:19:07","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2079"},"modified":"2026-09-30T18:07:22","modified_gmt":"2026-09-30T18:07:22","slug":"turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/","title":{"rendered":"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group"},"content":{"rendered":"<div>In this fireside chat, Geyv Kathoke, Head of Data at Accent Housing, joins Jason Foster, CEO at Cynozure, to explore how Accent is using data to improve decision-making, operational performance and outcomes for customers.<\/div>\n<div><\/div>\n<div>Drawing on their work together, they\u2019ll discuss the journey from fragmented data and inconsistent measures towards a clearer, shared view of performance, including how Accent is using data to understand the end-to-end journey of its homes, identify where intervention is needed and make better-informed decisions.<\/div>\n<div><\/div>\n<div>The conversation will look beyond the technology and how to connect data investment to the outcomes that matter, create ownership across the organisation, and build foundations that can be reused to tackle new challenges.<\/div>\n","protected":false},"template":"","class_list":["post-2079","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 16:30:00","end_time":"2026-10-13 17:00:00","theatre":636,"speakers":[1915,2085],"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>FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group - 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\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group\" \/>\n<meta property=\"og:description\" content=\"In this fireside chat, Geyv Kathoke, Head of Data at Accent Housing, joins Jason Foster, CEO...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/\" \/>\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=\"2026-09-30T18:07:22+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\\\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\\\/\",\"name\":\"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-30T09:19:07+00:00\",\"dateModified\":\"2026-09-30T18:07:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group\"}]},{\"@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":"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group - 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\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/","og_locale":"en_US","og_type":"article","og_title":"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group","og_description":"In this fireside chat, Geyv Kathoke, Head of Data at Accent Housing, joins Jason Foster, CEO...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-09-30T18:07:22+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\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/","name":"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-30T09:19:07+00:00","dateModified":"2026-09-30T18:07:22+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/turning-data-into-better-outcomes-for-homes-customers-and-communities-at-accent-group\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"FIRESIDE CHAT: Turning Data Into Better Outcomes For Homes, Customers And Communities At Accent Group"}]},{"@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\/2079","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\/2085"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/1915"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/636"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2078,"date":"2026-09-30T09:17:55","date_gmt":"2026-09-30T09:17:55","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2078"},"modified":"2026-10-01T09:30:56","modified_gmt":"2026-10-01T09:30:56","slug":"beyond-full-automation-when-ai-needs-a-human-in-the-loop","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/","title":{"rendered":"Beyond Full Automation: When AI Needs a Human in the Loop"},"content":{"rendered":"<p>Businesses are racing towards AI automation, but full automation is not always the most efficient, economical or reliable choice. This session shares practical lessons from deploying AI-assisted workflows across finance, sales, HR and business operations using RAG-enabled agents, Python, n8n and ERP integration.<\/p>\n<p>Rather than asking only \u201cwhat can we automate?\u201d, the project increasingly asked a more important question: <strong>what should we automate?<\/strong> Some repetitive, high-volume activities benefited significantly from automation, while other tasks were faster, cheaper or more reliable when AI supported a human rather than replacing them.<\/p>\n<p>The session explores how to decide between full automation, AI-assisted work and human execution, and how to measure success through cost, speed, quality and operational risk rather than automation percentage alone.<\/p>\n<p><strong>Key Takeaways:<\/strong><\/p>\n<ul>\n<li>How to decide whether a task should be automated, AI-assisted or human-led<\/li>\n<li>Why maximum automation is not always the best operating model<\/li>\n<li>How to compare AI and human execution using cost, speed, quality and risk<\/li>\n<li>How to design effective human-in-the-loop workflows<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2078","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-14 15:00:00","end_time":"2026-10-14 15:30:00","theatre":636,"speakers":[2088],"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>Beyond Full Automation: When AI Needs a Human in the Loop - 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\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond Full Automation: When AI Needs a Human in the Loop\" \/>\n<meta property=\"og:description\" content=\"Businesses are racing towards AI automation, but full automation is not always the most efficient, economical...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/\" \/>\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=\"2026-10-01T09:30:56+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\\\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\\\/\",\"name\":\"Beyond Full Automation: When AI Needs a Human in the Loop - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-30T09:17:55+00:00\",\"dateModified\":\"2026-10-01T09:30:56+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Beyond Full Automation: When AI Needs a Human in the Loop\"}]},{\"@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":"Beyond Full Automation: When AI Needs a Human in the Loop - 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\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/","og_locale":"en_US","og_type":"article","og_title":"Beyond Full Automation: When AI Needs a Human in the Loop","og_description":"Businesses are racing towards AI automation, but full automation is not always the most efficient, economical...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-10-01T09:30:56+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\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/","name":"Beyond Full Automation: When AI Needs a Human in the Loop - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-30T09:17:55+00:00","dateModified":"2026-10-01T09:30:56+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/beyond-full-automation-when-ai-needs-a-human-in-the-loop\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Beyond Full Automation: When AI Needs a Human in the Loop"}]},{"@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\/2078","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\/2088"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/636"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":2037,"date":"2026-09-28T11:21:49","date_gmt":"2026-09-28T11:21:49","guid":{"rendered":"https:\/\/datadecoded.com\/mcr\/?post_type=seminar&#038;p=2037"},"modified":"2026-09-28T14:11:46","modified_gmt":"2026-09-28T14:11:46","slug":"accelerating-outcomes-with-the-modular-ai-factory","status":"publish","type":"seminar","link":"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/","title":{"rendered":"Accelerating Outcomes with the Modular AI Factory"},"content":{"rendered":"<p>Organisations do not gain value from AI simply by acquiring models or infrastructure. They gain value when trusted data, scalable technology, governed software, security, services and clear business outcomes work together. Enterprise AI should begin with an important business problem, not with technology alone: What problem are we solving, and how will we solve it?<\/p>\n<p>Dell Technologies, in partnership with NVIDIA, will define enterprise AI as applying AI to an organisation\u2019s most impactful processes and important areas to improve the business.<\/p>\n<p><strong>Takeaways:<\/strong><\/p>\n<ul>\n<li>Start with business outcomes, not technology. Identify the most important organisational problems and processes where AI can create measurable value.<\/li>\n<li>Enterprise AI requires an integrated foundation. Trusted data, scalable infrastructure, governed software, security, and services must work together.<\/li>\n<li>AI adoption depends on trust and governance. Responsible deployment requires secure technology, reliable data, and clear controls.<\/li>\n<li>The modular AI factory accelerates practical implementation. Dell Technologies and NVIDIA enable organisations to move from AI ambition to scalable, outcome-driven solutions.<\/li>\n<\/ul>\n","protected":false},"template":"","class_list":["post-2037","seminar","type-seminar","status-publish","hentry"],"acf":{"start_time":"2026-10-13 11:15:00","end_time":"2026-10-13 11:45:00","theatre":635,"speakers":[2038],"businesses":[676]},"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>Accelerating Outcomes with the Modular AI Factory - 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\/accelerating-outcomes-with-the-modular-ai-factory\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Accelerating Outcomes with the Modular AI Factory\" \/>\n<meta property=\"og:description\" content=\"Organisations do not gain value from AI simply by acquiring models or infrastructure. They gain value...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/\" \/>\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=\"2026-09-28T14:11:46+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\\\/accelerating-outcomes-with-the-modular-ai-factory\\\/\",\"url\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/accelerating-outcomes-with-the-modular-ai-factory\\\/\",\"name\":\"Accelerating Outcomes with the Modular AI Factory - Data Decoded MCR\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/#website\"},\"datePublished\":\"2026-09-28T11:21:49+00:00\",\"dateModified\":\"2026-09-28T14:11:46+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/accelerating-outcomes-with-the-modular-ai-factory\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/accelerating-outcomes-with-the-modular-ai-factory\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/seminars\\\/accelerating-outcomes-with-the-modular-ai-factory\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datadecoded.com\\\/mcr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Accelerating Outcomes with the Modular AI Factory\"}]},{\"@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":"Accelerating Outcomes with the Modular AI Factory - 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\/accelerating-outcomes-with-the-modular-ai-factory\/","og_locale":"en_US","og_type":"article","og_title":"Accelerating Outcomes with the Modular AI Factory","og_description":"Organisations do not gain value from AI simply by acquiring models or infrastructure. They gain value...","og_url":"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/","og_site_name":"Data Decoded MCR","article_publisher":"https:\/\/www.facebook.com\/DataDecoded","article_modified_time":"2026-09-28T14:11:46+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\/accelerating-outcomes-with-the-modular-ai-factory\/","url":"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/","name":"Accelerating Outcomes with the Modular AI Factory - Data Decoded MCR","isPartOf":{"@id":"https:\/\/datadecoded.com\/mcr\/#website"},"datePublished":"2026-09-28T11:21:49+00:00","dateModified":"2026-09-28T14:11:46+00:00","breadcrumb":{"@id":"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datadecoded.com\/mcr\/seminars\/accelerating-outcomes-with-the-modular-ai-factory\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datadecoded.com\/mcr\/"},{"@type":"ListItem","position":2,"name":"Accelerating Outcomes with the Modular AI Factory"}]},{"@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\/2037","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\/business\/676"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/speaker\/2038"},{"embeddable":true,"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/theatre\/635"}],"wp:attachment":[{"href":"https:\/\/datadecoded.com\/mcr\/wp-json\/wp\/v2\/media?parent=2037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}]