--- title: The Many Pillars of Getting the Most Value From Your... description: Proper data management, including data quality, metadata management, and data governance, is essential for organizations to unlock the value of their data.... canonical: https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Many Pillars of Getting the Most Value From Your Organization’s Data | daily.dev og:description: Proper data management, including data quality, metadata management, and data governance, is essential for organizations to unlock the value of their data.... og:url: https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v og:image: https://api.daily.dev/og/posts/nakb8zh8V.png og:image:alt: The Many Pillars of Getting the Most Value From Your Organization’s Data og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # The Many Pillars of Getting the Most Value From Your Organization’s Data **[Towards Data Science](https://daily.dev/sources/tds)** · 3 min read · 0 upvotes · 0 comments ## Summary Proper data management, including data quality, metadata management, and data governance, is essential for organizations to unlock the value of their data. Hiring a data scientist is not enough, as they often spend significant time cleaning and organizing data. The Aiken Pyramid provides guidance for organizations on their data management journey. Collaboration and standardization are key to effective data management. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#big-data](https://daily.dev/tags/big-data), [#data-architecture](https://daily.dev/tags/data-architecture), [#data-management](https://daily.dev/tags/data-management), [#data-quality](https://daily.dev/tags/data-quality) [View this post on daily.dev](https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"The Many Pillars of Getting the Most Value From Your Organization’s Data","url":"https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v"},"datePublished":"2024-03-30T22:25:14.331Z","dateModified":"2026-04-30T02:14:42.769Z","description":"Proper data management, including data quality, metadata management, and data governance, is essential for organizations to unlock the value of their data....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6d9d9d35af7535b91091805d52ba9ec2?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6d9d9d35af7535b91091805d52ba9ec2?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards Data Science","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-many-pillars-of-getting-the-most-value-from-your-organization-s-data-nakb8zh8v","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"big-data,data-architecture,data-management,data-quality","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"The Many Pillars of Getting the Most Value From Your Organization’s Data"}]} ```