{"id":38515,"date":"2026-06-04T10:45:05","date_gmt":"2026-06-04T10:45:05","guid":{"rendered":"https:\/\/smartdev.com\/?post_type=glossary&#038;p=38515"},"modified":"2026-06-07T13:22:09","modified_gmt":"2026-06-07T13:22:09","slug":"glossary-data-infrastructure-2","status":"publish","type":"glossary","link":"https:\/\/smartdev.com\/jp\/glossary-data-infrastructure\/","title":{"rendered":"Data Infrastructure"},"content":{"rendered":"<div style=\"        margin:0 0 32px 0;        padding:24px;        border:1px solid #D6E4FF;        border-radius:12px;        background:#F8FBFF;    \">\r\n\r\n        <div style=\"            font-size:14px;            font-weight:700;            color:#0B5FFF;            margin-bottom:8px;        \">\r\n            \ud83d\udcda AI Adoption & ITO Glossary\r\n        <\/div>\r\n\r\n        <div style=\"            font-size:16px;            line-height:1.6;            margin-bottom:16px;        \">\r\n            Explore 300+ AI, software engineering, cloud, data and IT outsourcing terms used by technology leaders and enterprise teams.\r\n        <\/div>\r\n\r\n        <a href=\"https:\/\/smartdev.com\/jp\/ai-adoption-ito-glossary\/\"\r\n           style=\"                display:inline-block;                background:#0B5FFF;                color:#FFFFFF;                padding:12px 20px;                border-radius:8px;                text-decoration:none;                font-weight:700;           \">\r\n           Browse 300+ Terms \u2192\r\n        <\/a>\r\n\r\n    <\/div>\n\t\t<div id=\"fws_6a267cdc59c5d\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3><span class=\"ez-toc-section\" id=\"TLDR\"><\/span><strong>TL;DR:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Data infrastructure is the foundation of technology systems an organization uses to collect, store, process, and deliver data across its operations.<\/li>\n<li>Without reliable data infrastructure, analytics, AI, and business intelligence initiatives cannot function at the quality or speed businesses require.<\/li>\n<li>In 2026, AI-ready data infrastructure has become a strategic priority, with organizations that invest in it gaining measurable advantages in decision speed and operational efficiency.<\/li>\n<\/ul>\n<p>Every data-driven initiative in a modern business depends on something working underneath it. Reports, dashboards, AI models, and real-time alerts all require data to be collected, stored, and delivered reliably. That underlying layer is data infrastructure, and its quality determines how far an organization can go with its analytics and AI ambitions.<\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc59f7c\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"none\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1080\" width=\"1920\" data-animation=\"none\" src=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3.png\" alt=\"\" srcset=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3.png 1920w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3-300x169.png 300w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3-1024x576.png 1024w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3-768x432.png 768w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3-1536x864.png 1536w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/1-3-18x10.png 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\n          <\/div>\n        <\/div>\n        \n      <\/div>\n    <\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc5ac4c\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h2 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"What_is_Data_Infrastructure\"><\/span><span style=\"font-size: 30px;\" data-contrast=\"none\">What is Data Infrastructure?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc5ae62\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"none\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1080\" width=\"1920\" data-animation=\"none\" src=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3.png\" alt=\"\" srcset=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3.png 1920w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3-300x169.png 300w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3-1024x576.png 1024w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3-768x432.png 768w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3-1536x864.png 1536w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/2-3-18x10.png 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\n          <\/div>\n        <\/div>\n        \n      <\/div>\n    <\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<p><span data-contrast=\"auto\">Data infrastructure refers to the full set of systems, tools, and technologies that an organization uses to collect, store, move, process, and govern its data. It encompasses the physical components, such as servers, data centers, and storage hardware, alongside the software layers that sit above them: databases, data warehouses, data lakes, integration pipelines, analytics platforms, and data governance frameworks.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A useful way to think about data infrastructure\u00a0is as\u00a0the plumbing of an organization&#8217;s data operations. Just as physical plumbing must be correctly sized, connected, and\u00a0maintained\u00a0to deliver clean water reliably, data infrastructure must be\u00a0properly designed\u00a0and\u00a0operated\u00a0to deliver trusted data reliably to the people and systems that depend on it.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Modern data infrastructure also includes the tools used to manage data quality, track data lineage, enforce access controls, and\u00a0monitor\u00a0pipeline performance. These governance and observability components are increasingly critical because organizations are using data not just for reporting but for automated decisions and AI-driven processes where errors propagate quickly and can have significant business consequences.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc5bd83\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3><span class=\"ez-toc-section\" id=\"Why_It_Matters_for_Businesses\"><\/span><span class=\"TextRun SCXW109987771 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW109987771 BCX0\" data-ccp-parastyle=\"heading 3\">Why It Matters for Businesses?<\/span><\/span><span class=\"EOP SCXW109987771 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc5bf6e\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"none\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1080\" width=\"1920\" data-animation=\"none\" src=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4.png\" alt=\"\" srcset=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4.png 1920w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4-300x169.png 300w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4-1024x576.png 1024w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4-768x432.png 768w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4-1536x864.png 1536w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/06\/3-4-18x10.png 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\n          <\/div>\n        <\/div>\n        \n      <\/div>\n    <\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a267cdc5cd59\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<p><span data-contrast=\"auto\">The business case for investing in data infrastructure is straightforward: every data-dependent capability in the organization rests on it. Marketing analytics, financial forecasting, supply chain visibility, customer experience personalization, and AI-powered automation all require data to be available,\u00a0accurate, and\u00a0timely. When the infrastructure supporting these capabilities is unreliable, every downstream function suffers.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In 2026, the stakes have increased because AI has become central to enterprise strategy. AI models require large volumes of clean, consistently structured data. Organizations that cannot provide this find their AI investments stalling at the development stage, with data quality problems blocking deployment or degrading model performance in production. Analysts describe AI-ready data infrastructure as the enterprise checklist item that separates organizations that can\u00a0move on\u00a0AI from those that remain in pilot mode.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Data infrastructure also has a direct impact on operational\u00a0cost. Poor infrastructure typically means data is siloed in separate systems that do not\u00a0communicate,\u00a0engineers spend excessive time on manual data wrangling, and the business relies on stale reports rather than real-time information. Investing in well-designed infrastructure reduces these costs over time while increasing the value that data delivers across the organization.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"How_Is_Data_Infrastructure_Built_and_Maintained\"><\/span><span data-contrast=\"none\">How Is Data Infrastructure Built and Maintained?<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Building data infrastructure starts with understanding what data the organization needs and how it needs to flow. This requires mapping current data sources,\u00a0identifying\u00a0gaps, and defining the use cases the infrastructure must support, whether that is operational reporting, machine learning, real-time analytics, or regulatory compliance.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">From that foundation, organizations select the\u00a0appropriate technology\u00a0components. Cloud platforms have become the standard choice for most enterprises because they offer scalable storage and compute without large upfront capital expenditure. Providers such as AWS, Google Cloud, and Microsoft Azure each offer a suite of data infrastructure services including managed databases, data warehouses, streaming pipelines, and governance tools.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Maintenance is as important as the\u00a0initial\u00a0build. Data infrastructure degrades when sources\u00a0change,\u00a0volumes grow, or business requirements shift. Regular monitoring, capacity planning, and iterative improvement are necessary to keep infrastructure performing reliably. Organizations that treat infrastructure as a live operational system rather than a completed project consistently\u00a0maintain\u00a0higher data quality and avoid the accumulation of technical debt that disrupts business operations.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"How_Much_Does_Data_Infrastructure_Cost\"><\/span><span data-contrast=\"none\">How Much Does Data Infrastructure Cost?<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">The cost of data infrastructure varies\u00a0considerably based\u00a0on organization size, data volumes, complexity of use cases, and whether the organization builds in-house or\u00a0leverages\u00a0managed services and outsourced\u00a0expertise.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">For small to mid-sized businesses, a cloud-based data infrastructure using managed services can be\u00a0established\u00a0for a\u00a0relatively modest\u00a0investment, often starting in the range of tens of thousands of dollars annually for the technology layer, with\u00a0additional\u00a0costs for engineering and operations. For large enterprises with complex multi-system environments, significant regulatory requirements, and real-time processing needs, infrastructure investment can\u00a0reach into\u00a0the millions annually.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The critical framing for business leaders is not the absolute cost of data\u00a0infrastructure\u00a0but the cost of inadequate infrastructure. Every analytics initiative blocked by poor data quality, every AI project delayed by missing pipelines, and every compliance issue caused by incomplete data governance\u00a0represents\u00a0a cost that typically exceeds the investment\u00a0required\u00a0to build the infrastructure properly from the start. A well-designed data infrastructure is one of the highest-return technology investments an organization can make.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"Other_Related_Terms\"><\/span><span data-contrast=\"none\">Other Related Terms<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><a href=\"https:\/\/smartdev.com\/jp\/glossary-data-engineering-capability\/\"><b><span data-contrast=\"auto\">Data Engineering Capability:<\/span><\/b><\/a><span data-contrast=\"auto\">\u00a0The organizational ability to build and\u00a0operate\u00a0the pipelines and systems that\u00a0constitute\u00a0data infrastructure.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\"><a href=\"https:\/\/smartdev.com\/jp\/glossary-cloud-architecture\/\">Cloud Architecture<\/a>:<\/span><\/b><span data-contrast=\"auto\">\u00a0The design of cloud-based technology environments that increasingly serves as the foundation for modern data infrastructure.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\"><a href=\"https:\/\/smartdev.com\/jp\/glossary-data-strategy\/\">Data Strategy<\/a>:<\/span><\/b><span data-contrast=\"auto\">\u00a0The enterprise plan that defines how data assets will be managed and used, with data infrastructure as the operational backbone\u00a0required\u00a0to execute it.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Data Infrastructure is the foundation of systems, tools, and technologies that enable organizations to collect, store, and use data. Learn why it matters for business in 2026.<\/p>","protected":false},"author":43,"featured_media":38805,"comment_status":"closed","ping_status":"closed","template":"","glossary-category":[229,231,228],"class_list":{"0":"post-38515","1":"glossary","2":"type-glossary","3":"status-publish","4":"has-post-thumbnail","6":"glossary-category-glossary","7":"glossary-category-it-outsourcing","8":"glossary-category-technology"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is Data Infrastructure? 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