{"id":13462,"date":"2021-09-01T03:00:19","date_gmt":"2021-09-01T02:00:19","guid":{"rendered":"https:\/\/www.avolutionsoftware.com\/?p=13462"},"modified":"2024-05-08T13:09:18","modified_gmt":"2024-05-08T12:09:18","slug":"augmented-data-catalogs","status":"publish","type":"post","link":"https:\/\/www.avolutionsoftware.com\/news\/augmented-data-catalogs\/","title":{"rendered":"Augmented Data Catalogs, A Must Have Enterprise Architecture Tool"},"content":{"rendered":"<h5><span data-contrast=\"auto\">Being able to organise and arrange enterprise data and metadata well underpins strong data governance, and in turn, strong enterprise architecture. Smart catalogs are coming into their own in providing a holistic view of data across the organization.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h5>\n<p><strong>Data\u00a0catalogs\u00a0have progressed rapidly in recent years. Traditionally,\u00a0catalogs\u00a0contained metadata\u00a0types\u00a0such as\u00a0technical, operational, usage\u00a0etc,\u00a0plus\u00a0business context\u00a0focusing on\u00a0glossaries, policies\u00a0and\u00a0data dictionaries.\u00a0<\/strong><\/p>\n<p><span data-contrast=\"auto\">Today\u2019s\u00a0data\u00a0catalogs\u00a0offer\u00a0even more\u00a0functionality. They can\u00a0automate manual\u00a0tasks\u00a0by augmenting\u00a0data\u00a0using\u00a0AI and <a href=\"https:\/\/www.avolutionsoftware.com\/news\/machine-learning-supercharging-enterprise-architecture\/\">machine learning (ML)<\/a>\u00a0capabilities.\u00a0As Gartner recognises,\u00a0\u201cin their ability to use ML\u201d\u00a0data\u00a0catalogs\u00a0can\u00a0\u201c[..]\u00a0simplify,\u00a0inform, augment and even automate\u00a0various metadata management tasks\u201d.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Gartner believes these\u00a0augmented data\u00a0catalog\u00a0attributes\u00a0are\u00a0fast becoming\u00a0\u201can Enterprise\u00a0must-have\u00a0for data\u00a0and analytic leaders<\/span><span data-contrast=\"auto\">.\u201d [<\/span><span data-contrast=\"auto\">1]<\/span><span data-contrast=\"auto\">\u00a0Augmented data catalogs enable data-driven use cases that support <a href=\"https:\/\/www.avolutionsoftware.com\/use-cases\/digital-business-transformation-strategy\/\">business transformation<\/a>.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h6><b><span data-contrast=\"auto\">Future Proofed\u00a0with\u00a0Graph Databases<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h6>\n<p><span data-contrast=\"auto\">A preferred back-end for the modern data catalogs is the knowledge graph (<a href=\"https:\/\/www.avolutionsoftware.com\/abacus\/the-graph-database-advantage-for-enterprise-architects\/\">graph database<\/a>). One of the reasons for this is that graph databases provide a &#8220;future-proofed foundation not only for storing and enriching cataloged assets but also as the most valuable, meaningful fuel for AI and ML automation and insight generation.&#8221; [<\/span><span data-contrast=\"auto\">2]<\/span><\/p>\n<h6><b><span data-contrast=\"auto\">Ask ABACUS Machine Learning<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h6>\n<p><span data-contrast=\"auto\">When deciding which augmented data\u00a0catalog\u00a0to use,\u00a0assessing\u00a0Machine Learning\u00a0features\u00a0is key,\u00a0recommends Gartner.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\"><a href=\"https:\/\/www.avolutionsoftware.com\/news\/machine-learning-supercharging-enterprise-architecture\/\">\u201cAsk ABACUS\u201d\u00a0machine learning<\/a> uses predictive analytics and natural language processing (NLP). Proposed values appear in cells, with each suggestion weighted with a confidence interval.\u00a0\u00a0Once accepted by the enterprise architect, values are then added to your repository, and as your data grows and becomes more comprehensive overtime <\/span><span data-contrast=\"auto\">the ABACUS\u00a0ML engine learns and adapts to\u00a0the enterprise\u00a0aided\u00a0by a highly configurable\u00a0graph\u00a0database<\/span><span data-contrast=\"auto\">, especially \u201cwhen business users enrich it with more context.\u201d [<\/span><span data-contrast=\"auto\">3]<\/span><\/p>\n<p><span data-contrast=\"auto\">Gartner\u00a0also identifies\u00a0some\u00a0broad categories\u00a0of metadata management\u00a0which it\u00a0regards\u00a0as vital\u00a0to\u00a0\u201c<\/span><span data-contrast=\"auto\">reduce time to insight for data and analytics use cases\u201d which are \u201cDiscover, [..] Contribute, Govern, and Consume.\u201d [<\/span><span data-contrast=\"auto\">4]<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h6><b><span data-contrast=\"auto\">Access &amp; Collaboration<\/span><\/b><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h6>\n<p><span data-contrast=\"auto\">Data accessibility and\u00a0collaboration are\u00a0fundamental\u00a0to user buy-in;\u00a0as is accessing\u00a0information in distributed environments, and in the hybrid workplace.\u00a0No organisation wants to see key data and related processes trapped in\u00a0silos.<\/span><b><span data-contrast=\"auto\">\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\"><a href=\"https:\/\/www.avolutionsoftware.com\/abacus\/\">ABACUS<\/a>\u00a0enables<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"auto\">access to architecture data and analytics\u00a0from within\u00a0MS Teams, Confluence<\/span><span data-contrast=\"auto\">, Google Sheets, Service Now. <\/span><span data-contrast=\"auto\">Customized workspaces allow users to embed team projects, providing collaborative editing and live updates as content changes. Also, Enterprise Architects and key stakeholders can stay updated with chat integration and email notifications.<\/span><span data-contrast=\"auto\">\u00a0By embedding ABACUS catalogs in Teams\u00a0with Single Sign On,\u00a0business users\u00a0needn\u2019t\u00a0even\u00a0be\u00a0aware they\u2019re\u00a0using an\u00a0additional tool.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h6><b><span data-contrast=\"auto\">Customize\u00a0Catalogs\u00a0for\u00a0Compliance<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h6>\n<p><span data-contrast=\"auto\">For data governance\u00a0to remain strong over time, users\u00a0are much happier\u00a0<\/span><span data-contrast=\"auto\">\u2013<\/span><span data-contrast=\"auto\">\u00a0and architects see improved compliance\u00a0<\/span><span data-contrast=\"auto\">\u2013<\/span><span data-contrast=\"auto\">\u00a0when\u00a0it is straightforward to\u00a0<a href=\"https:\/\/www.avolutionsoftware.com\/abacus\/configure\/\">customize a\u00a0data catalog<\/a>, structuring and naming the data as they see fit.\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This can be set up in ABACUS using groups and roles, which\u00a0enable\u00a0<\/span><span data-contrast=\"auto\">dashboard workflows\u00a0and projects to be permissions-based.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To report and present\u00a0persuasively,\u00a0particularly\u00a0on-screen to global or remote teams, architects need to set up dashboards which\u00a0tell\u00a0clear\u00a0data stories\u00a0addressing business outcomes.\u00a0This might mean pulling together a dashboard\u00a0which\u00a0<\/span><span data-contrast=\"auto\">offers\u00a0a specific\u00a0KPI in a simple\u00a0view,\u00a0or\u00a0can be <a href=\"https:\/\/www.avolutionsoftware.com\/abacus\/dynamic-data-visualizations\/\">filtered to\u00a0drill-down into\u00a0the\u00a0detail<\/a>, or provides a simplified diagram which stays current, because it updates with any changes to the data catalog itself.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>For more information on how ABACUS can help connect your enterprise, please speak to our team who will be more than happy to arrange a personalized demonstration. Alternatively, please schedule a demo:<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><a class=\"btn ghost_btn\" href=\"https:\/\/www.avolutionsoftware.com\/request-a-demo\/\">Request a demo<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>[1] <a href=\"https:\/\/www.gartner.com\/doc\/reprints?id=1-1ZM4VXM4&amp;ct=200804&amp;st=sb\">https:\/\/www.gartner.com\/doc\/reprints?id=1-1ZM4VXM4&amp;ct=200804&amp;st=sb<\/a><\/p>\n<p>[2] <a href=\"https:\/\/www.cio.com\/article\/3389751\/how-knowledge-graphs-create-data-driven-cultures.html\">https:\/\/www.cio.com\/article\/3389751\/how-knowledge-graphs-create-data-driven-cultures.html<\/a><\/p>\n<p>[3] Ibid<\/p>\n<p>[4] Ibid<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Being able to organise and arrange enterprise data and metadata well underpins strong data governance, and in turn, strong enterprise architecture. Smart catalogs are coming into their own in providing a holistic view of data across the organization.\u00a0 Data\u00a0catalogs\u00a0have progressed rapidly in recent years. Traditionally,\u00a0catalogs\u00a0contained metadata\u00a0types\u00a0such as\u00a0technical, operational, usage\u00a0etc,\u00a0plus\u00a0business context\u00a0focusing on\u00a0glossaries, policies\u00a0and\u00a0data dictionaries.\u00a0 Today\u2019s\u00a0data\u00a0catalogs\u00a0offer\u00a0even more\u00a0functionality. [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[523,170,395,417,1],"tags":[69,12,570,378,571,569,526,476,8,132,525],"class_list":["post-13462","post","type-post","status-publish","format-standard","hentry","category-machine-learning","category-business-process-analysis","category-data-driven-enterprise-architecture","category-digital-transformation","category-general","tag-abacus","tag-avolution","tag-catalog","tag-collaborative-enterprise-architecture","tag-data-accessibility","tag-data-catalogs","tag-data-management","tag-data-driven","tag-enterprise-architecture","tag-graph-database","tag-machine-learning","language-english"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Augmented Data Catalogs, A Must Have 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