{"id":170,"date":"2026-09-03T06:57:37","date_gmt":"2026-09-03T06:57:37","guid":{"rendered":"https:\/\/hombergs.com\/?page_id=170"},"modified":"2026-09-03T06:57:37","modified_gmt":"2026-09-03T06:57:37","slug":"data-ai-products","status":"publish","type":"page","link":"https:\/\/hombergs.com\/?page_id=170","title":{"rendered":"Data &#038; AI Products"},"content":{"rendered":"<section class=\"wp-block-group alignwide hbg-section hbg-page-intro has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><p class=\"hbg-eyebrow wp-block-paragraph\">Capabilities \u00b7 reuse \u00b7 governance<\/p>\n\n<p class=\"hbg-page-intro__lede wp-block-paragraph\">An isolated AI use case can be useful without becoming scalable. Data and AI products create a reusable contract around a valuable capability: a clear purpose, an owner, defined inputs and outputs, quality expectations, governance and a lifecycle.<\/p><\/section><section class=\"wp-block-group alignwide hbg-section hbg-principles has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><h2 class=\"wp-block-heading\">Move from local utility to reusable capability<\/h2>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-89c98654 wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><h3 class=\"wp-block-heading\">Start with value<\/h3>\n\n<p class=\"wp-block-paragraph\">Name the business capability and the outcome it improves before selecting a model, tool or interface.<\/p><\/div>\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><h3 class=\"wp-block-heading\">Design for reuse<\/h3>\n\n<p class=\"wp-block-paragraph\">Make the capability discoverable, understandable and safe to use across more than one workflow.<\/p><\/div>\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><h3 class=\"wp-block-heading\">Operate the product<\/h3>\n\n<p class=\"wp-block-paragraph\">Give it ownership, measures, quality boundaries, governance and a way to improve or retire it.<\/p><\/div><\/div><\/section><section class=\"wp-block-group alignwide hbg-section hbg-topic-posts has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><h2 class=\"wp-block-heading\">Thinking on Data &amp; AI Products<\/h2>\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"columns-3 wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-80df9529 wp-block-post-template-is-layout-grid\"><li class=\"wp-block-post post-164 post type-post status-publish format-standard hentry category-data-ai-products\"><div class=\"wp-block-group hbg-card hbg-essay-card has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><h3 class=\"wp-block-post-title\"><a href=\"https:\/\/hombergs.com\/?p=164\" target=\"_self\" >From AI Use Cases to Reusable AI Products<\/a><\/h3>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">AI creates broader enterprise value when useful capabilities become reusable products with ownership, quality expectations, governance and a lifecycle. <\/p><\/div><\/div><\/li><\/ul><\/div>\n\n<p class=\"hbg-text-link wp-block-paragraph\"><a href=\"https:\/\/phomberg.de\/\" rel=\"external\">Explore the Enterprise AI Product model <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/section>","protected":false},"excerpt":{"rendered":"<p>Turn valuable business capabilities into reusable, governed data and AI products.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":167,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-170","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/pages\/170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hombergs.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=170"}],"version-history":[{"count":1,"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/pages\/170\/revisions"}],"predecessor-version":[{"id":178,"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/pages\/170\/revisions\/178"}],"up":[{"embeddable":true,"href":"https:\/\/hombergs.com\/index.php?rest_route=\/wp\/v2\/pages\/167"}],"wp:attachment":[{"href":"https:\/\/hombergs.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}