--- title: Ten reasons organizations pay more in data integration... description: Organizations pay more in data integration tax every year due to a lack of vision, planning, management acumen, and sound technology choices. The spending is... canonical: https://daily.dev/posts/ten-reasons-organizations-pay-more-in-data-integration-tax-every-year-pnhgr3stq twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Ten reasons organizations pay more in data integration tax every year | daily.dev og:description: Organizations pay more in data integration tax every year due to a lack of vision, planning, management acumen, and sound technology choices. The spending is... og:url: https://daily.dev/posts/ten-reasons-organizations-pay-more-in-data-integration-tax-every-year-pnhgr3stq og:image: https://api.daily.dev/og/posts/PnHGR3stq.png og:image:alt: Ten reasons organizations pay more in data integration tax every year 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. # Ten reasons organizations pay more in data integration tax every year **[Data Science Central](https://daily.dev/sources/ds_central)** · 4 min read · 1 upvotes · 0 comments ## Summary Organizations pay more in data integration tax every year due to a lack of vision, planning, management acumen, and sound technology choices. The spending is driven by passive leadership, inadequate incentive structures, low investment in scalable data architecture, misconceived data management, confusion over data ownership and access, data model inconsistency, application sprawl, naming inconsistencies, data source inconsistency, and dependency entanglements. To counter the tax increase, organizations can use their AI budget to build a data foundation for AI and leverage FAIR data principles. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#leadership](https://daily.dev/tags/leadership), [#data-management](https://daily.dev/tags/data-management), [#data-architecture](https://daily.dev/tags/data-architecture) [View this post on daily.dev](https://daily.dev/posts/ten-reasons-organizations-pay-more-in-data-integration-tax-every-year-pnhgr3stq) ```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":"Ten reasons organizations pay more in data integration tax every year","url":"https://daily.dev/posts/ten-reasons-organizations-pay-more-in-data-integration-tax-every-year-pnhgr3stq","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ten-reasons-organizations-pay-more-in-data-integration-tax-every-year-pnhgr3stq"},"datePublished":"2024-05-07T17:11:29.819Z","dateModified":"2024-05-09T08:03:37.463Z","description":"Organizations pay more in data integration tax every year due to a lack of vision, planning, management acumen, and sound technology choices. 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