{"id":2614,"date":"2023-08-29T15:00:57","date_gmt":"2023-08-29T15:00:54","guid":{"rendered":"https:\/\/markets.eckerson.com\/building-data-products-with-data-mesh-and-data-fabric\/overview-2-3\/"},"modified":"2024-01-08T17:37:13","modified_gmt":"2024-01-08T17:37:13","slug":"overview-2-3","status":"publish","type":"page","link":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/overview-2-3\/","title":{"rendered":"The Product Organization"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><\/h2>\n\n\n<div class=\"entry-content\">\n\t<div style=\" z-index: 2\" class=\"simplesub wow zoomIn bgdblue b100w notoppover footunder cwidetext withtitle singleno\">\n\t\t\t\t<h1>The Product Organization<\/h1>\n\t\t\n\t\t<div class=\"textblockwrap\">\n\n\t\t\t\t\t\t<div class=\"txt\">\n\t\t\t<p><span style=\"font-weight: 400\">\u00a0There are many ways to construct a data product organization, and each approach has pros and cons. (See figure 1.)\u00a0<\/span><\/p>\n<p><b>Decentralized Model.<\/b><span style=\"font-weight: 400\"> A decentralized model, similar to the data mesh, pushes product creation and management to business domains, each of which will have their own DPP to store and publish data products. There is a central DPP that pulls data products from each domain DPP. This approach preserves local autonomy and avoids central bottlenecks but may underserve some domains.\u00a0<\/span><\/p>\n<p><b>Centralized Model<\/b><span style=\"font-weight: 400\">. A centralized model consolidates project management on a single team that publishes data models on behalf of domains to a central DPP. This improves efficiency and standardization but creates bottlenecks and reduces domain autonomy.\u00a0<\/span><\/p>\n<p><b>Hybrid Model<\/b><span style=\"font-weight: 400\">. A hybrid model takes the best of both decentralized and centralized models and eliminates most of the downsides. Authorized domains create their own data products and publish locally and to the enterprise DPP which is run by a central team that supports all domains that don\u2019t have product development and management skills. <\/span><\/p>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"sub\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"quote\">\n\t\t\t\t\t<p>\u201cMost organizations will end up with a hybrid model that delivers the best of both centralized and decentralized approaches with minimal downsides.&#8221;<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\n\n\t\t\t\t\n\n\n\n\n\t\t\t\t\t\t\t\t<div class=\"vidimg\">\n\t\t\t\t\t<div class=\"img\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"iframelink\">youtu.be\/8bDMkEbgQKw<\/div>\n\t\t\t\t\t\t<iframe class=\"videoem\" src=\"https:\/\/www.youtube.com\/embed\/8bDMkEbgQKw?rel=0\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"txtlnk\">\n\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\n\t<\/div>\n<\/div>\t\n\n<div class=\"entry-content\">\n\t<div style=\" z-index: 2\" class=\"simplesub wow zoomIn bgdblue b90w notoppover footunder cwidetext withtitle singleyes\">\n\t\t\t\t<h1>Figure 1. Product Organization Models<\/h1>\n\t\t\n\t\t<div class=\"textblockwrap\">\n\n\t\t\t\t\t\t<div class=\"sub\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"blockimg\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"936\" height=\"442\" src=\"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-content\/uploads\/sites\/21\/2024\/01\/Data-Product-Organization-Figure-1-Prouct-Organization-Models.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-content\/uploads\/sites\/21\/2024\/01\/Data-Product-Organization-Figure-1-Prouct-Organization-Models.png 936w, https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-content\/uploads\/sites\/21\/2024\/01\/Data-Product-Organization-Figure-1-Prouct-Organization-Models-300x142.png 300w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\n\n\t\t\t\t\n\n\n\n\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\n\t<\/div>\n<\/div>\t\n\n<div id=\"figure\" class=\"entry-content\">\n<div style=\" z-index: 2\" class=\"figure wow fadeIn bgdblue b90w notoppover footover\" data-wow-delay=\"0.4s\">\n\t\t\n\t\t\t\n\n\t\n\t    <img decoding=\"async\" src=\"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-content\/uploads\/sites\/21\/2024\/01\/Data-Product-Organization-Figure-2-Hybrid-Model.png\" alt=\"\" \/>\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\n\t<div class=\"ref\"><\/div>\n\t\n\t<a class=\"close\" href=\"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-content\/uploads\/sites\/21\/2024\/01\/Data-Product-Organization-Figure-2-Hybrid-Model.png\">View Large<\/a>\n<\/div>\n<\/div>\n\n<div class=\"entry-content\">\n\t<div style=\" z-index: 1\" class=\"wow fadeInDown resources bgorange topunder colsingle b60w\">\n\t<h2>Additional Resources<\/h2>\n\t<ul>\n\t\t\t\t<li><a class=\"icon sml iwebsite\" target=\"_blank\" href=\"https:\/\/www.eckerson.com\/articles\/four-traps-to-avoid-when-developing-data-products\">Jay Piscioneri, \u201cFour Traps to Avoid When Developing Data Products\u201d, Eckerson Group, July 2023. (Article)<\/a><\/li>\n\t\t\t<\/ul>\n<\/div>\n\t<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":6,"featured_media":1333,"parent":0,"menu_order":9,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-2614","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/pages\/2614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/comments?post=2614"}],"version-history":[{"count":9,"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/pages\/2614\/revisions"}],"predecessor-version":[{"id":2864,"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/pages\/2614\/revisions\/2864"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/media\/1333"}],"wp:attachment":[{"href":"https:\/\/markets.eckerson.com\/how-to-create-govern-and-manage-data-products\/wp-json\/wp\/v2\/media?parent=2614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}