{"id":3864,"date":"2025-07-08T09:00:37","date_gmt":"2025-07-08T09:00:37","guid":{"rendered":"https:\/\/uplatz.com\/blog\/?p=3864"},"modified":"2025-07-08T09:00:37","modified_gmt":"2025-07-08T09:00:37","slug":"best-practices-for-data-management","status":"publish","type":"post","link":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/","title":{"rendered":"Best Practices for Data Management"},"content":{"rendered":"<h1><b>Best Practices for Data Management<\/b><\/h1>\n<ul>\n<li aria-level=\"1\">\n<h4><b><i>As part of the \u201cBest Practices\u201d series by Uplatz<\/i><\/b><\/h4>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Welcome back to the <\/span><b>Uplatz Best Practices<\/b><span style=\"font-weight: 400;\"> series \u2014 your go-to guide for building robust, scalable, and trustworthy digital systems.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> Today\u2019s focus: <\/span><b>Data Management<\/b><span style=\"font-weight: 400;\"> \u2014 the backbone of any successful data-driven organization.<\/span><\/p>\n<h3><b>\ud83e\uddf1 What is Data Management?<\/b><\/h3>\n<p><b>Data Management<\/b><span style=\"font-weight: 400;\"> encompasses the processes, technologies, and policies used to collect, store, organize, protect, and use data effectively. It\u2019s not just about data storage \u2014 it\u2019s about ensuring data is accessible, accurate, timely, and actionable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Effective data management:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Breaks down silos<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improves decision-making<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Supports compliance<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Maximizes the value of data assets<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">It\u2019s a foundational capability for analytics, AI, customer experience, and digital transformation.<\/span><\/p>\n<h2><b>\u2705 Best Practices for Data Management<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">A strong data management strategy is proactive, scalable, and aligned with business objectives. Here\u2019s how to do it right:<\/span><\/p>\n<h3><b>1. Define a Centralized Data Strategy<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83c\udfaf <\/span><b>Align Data Initiatives with Business Goals<\/b><span style=\"font-weight: 400;\"> \u2013 Understand how data drives revenue, efficiency, or innovation.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcd8 <\/span><b>Create a Data Management Policy<\/b><span style=\"font-weight: 400;\"> \u2013 Cover lifecycle, access, storage, and ownership.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcca <\/span><b>Establish KPIs for Data Value and Quality<\/b><span style=\"font-weight: 400;\"> \u2013 Track progress over time.<\/span><\/p>\n<h3><b>2. Appoint Data Owners and Stewards<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udc65 <\/span><b>Designate Clear Ownership per Data Domain<\/b><span style=\"font-weight: 400;\"> \u2013 Accountability drives governance.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udccb <\/span><b>Create Stewardship Playbooks<\/b><span style=\"font-weight: 400;\"> \u2013 Define roles, escalation paths, and responsibilities.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udd04 <\/span><b>Foster Collaboration Between IT and Business<\/b><span style=\"font-weight: 400;\"> \u2013 Data is everyone\u2019s asset.<\/span><\/p>\n<h3><b>3. Implement a Robust Data Architecture<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83c\udfd7 <\/span><b>Use a Scalable, Modular Architecture<\/b><span style=\"font-weight: 400;\"> \u2013 Support both real-time and batch use cases.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\uddc3 <\/span><b>Centralize Metadata Management<\/b><span style=\"font-weight: 400;\"> \u2013 Enable discovery, lineage, and standardization.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udd0c <\/span><b>Integrate Data Sources Effectively<\/b><span style=\"font-weight: 400;\"> \u2013 Avoid silos with APIs, connectors, and ETL tools.<\/span><\/p>\n<h3><b>4. Ensure High Data Quality<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udccf <\/span><b>Define Data Quality Dimensions<\/b><span style=\"font-weight: 400;\"> \u2013 Accuracy, completeness, consistency, and timeliness.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83e\uddf9 <\/span><b>Automate Data Cleansing &amp; Profiling<\/b><span style=\"font-weight: 400;\"> \u2013 Identify and fix issues proactively.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcc8 <\/span><b>Monitor Data Health Continuously<\/b><span style=\"font-weight: 400;\"> \u2013 Trigger alerts for quality drops.<\/span><\/p>\n<h3><b>5. Enable Secure and Compliant Data Storage<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udd10 <\/span><b>Classify and Tag Sensitive Data<\/b><span style=\"font-weight: 400;\"> \u2013 PII, financial, health records, etc.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2601\ufe0f <\/span><b>Use Secure, Scalable Cloud\/Data Lakes<\/b><span style=\"font-weight: 400;\"> \u2013 AWS S3, Azure Data Lake, GCP BigQuery, etc.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcc5 <\/span><b>Implement Retention and Expiration Policies<\/b><span style=\"font-weight: 400;\"> \u2013 Stay compliant with GDPR, HIPAA, etc.<\/span><\/p>\n<h3><b>6. Support Both Operational and Analytical Needs<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udd04 <\/span><b>Separate OLTP and OLAP Workloads<\/b><span style=\"font-weight: 400;\"> \u2013 Avoid performance bottlenecks.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udee0 <\/span><b>Use a Hybrid Data Platform<\/b><span style=\"font-weight: 400;\"> \u2013 Combine real-time, historical, structured, and unstructured data.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcca <\/span><b>Enable Cross-Domain Analysis<\/b><span style=\"font-weight: 400;\"> \u2013 Provide 360\u00b0 views across systems.<\/span><\/p>\n<h3><b>7. Invest in Modern Data Tools and Platforms<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u2699\ufe0f <\/span><b>Use Open Standards and APIs<\/b><span style=\"font-weight: 400;\"> \u2013 Promote interoperability.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83e\udde0 <\/span><b>Leverage AI\/ML for Data Cataloging and Quality<\/b><span style=\"font-weight: 400;\"> \u2013 Speed up tagging, detection, and classification.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udce6 <\/span><b>Adopt DataOps Principles<\/b><span style=\"font-weight: 400;\"> \u2013 Automate, test, and CI\/CD your data pipelines.<\/span><\/p>\n<h3><b>8. Standardize Data Definitions and Models<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udcd8 <\/span><b>Create a Business Glossary<\/b><span style=\"font-weight: 400;\"> \u2013 Avoid conflicting definitions.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcd0 <\/span><b>Adopt Common Data Models (CDMs)<\/b><span style=\"font-weight: 400;\"> \u2013 Enable reuse and consistency.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udd01 <\/span><b>Version Your Schemas and Interfaces<\/b><span style=\"font-weight: 400;\"> \u2013 Track changes and avoid breakage.<\/span><\/p>\n<h3><b>9. Provide Self-Service Access to Trusted Data<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udd0d <\/span><b>Deploy Data Catalogs and Portals<\/b><span style=\"font-weight: 400;\"> \u2013 Empower analysts and developers.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udd11 <\/span><b>Govern Access Based on Roles and Sensitivity<\/b><span style=\"font-weight: 400;\"> \u2013 Use data masking and RBAC.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcc8 <\/span><b>Promote Reusability of Datasets<\/b><span style=\"font-weight: 400;\"> \u2013 Reduce redundancy and save time.<\/span><\/p>\n<h3><b>10. Continuously Evolve Your Data Ecosystem<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud83d\udd01 <\/span><b>Refactor Pipelines as Business Needs Grow<\/b><span style=\"font-weight: 400;\"> \u2013 Avoid technical debt.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\udcca <\/span><b>Measure the ROI of Data Initiatives<\/b><span style=\"font-weight: 400;\"> \u2013 Link data management to real outcomes.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \ud83d\ude80 <\/span><b>Run Data Management Like a Product<\/b><span style=\"font-weight: 400;\"> \u2013 Iterate and improve continuously.<\/span><\/p>\n<h3><b>\ud83d\udca1 Bonus Tip by Uplatz<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Don\u2019t treat data management as just infrastructure.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> It\u2019s a <\/span><b>strategic function<\/b><span style=\"font-weight: 400;\"> that enables <\/span><b>innovation, insight, and impact<\/b><span style=\"font-weight: 400;\"> across the enterprise.<\/span><\/p>\n<h3><b>\ud83d\udd01 Follow Uplatz to get more best practices in upcoming posts:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Quality Assurance<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Privacy and Compliance<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Lineage and Cataloging<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-Time Data Processing<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">MLOps and GenAI Integration<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> &#8230;and 90+ other topics in cloud, software, AI, DevOps, and data excellence.<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Best Practices for Data Management As part of the \u201cBest Practices\u201d series by Uplatz &nbsp; Welcome back to the Uplatz Best Practices series \u2014 your go-to guide for building robust, <span class=\"readmore\"><a href=\"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/\">Read More &#8230;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-3864","post","type-post","status-publish","format-standard","hentry","category-infographics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Best Practices for Data Management | Uplatz Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Practices for Data Management | Uplatz Blog\" \/>\n<meta property=\"og:description\" content=\"Best Practices for Data Management As part of the \u201cBest Practices\u201d series by Uplatz &nbsp; Welcome back to the Uplatz Best Practices series \u2014 your go-to guide for building robust, Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/\" \/>\n<meta property=\"og:site_name\" content=\"Uplatz Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Uplatz-1077816825610769\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-08T09:00:37+00:00\" \/>\n<meta name=\"author\" content=\"uplatzblog\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@uplatz_global\" \/>\n<meta name=\"twitter:site\" content=\"@uplatz_global\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"uplatzblog\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/\"},\"author\":{\"name\":\"uplatzblog\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#\\\/schema\\\/person\\\/8ecae69a21d0757bdb2f776e67d2645e\"},\"headline\":\"Best Practices for Data Management\",\"datePublished\":\"2025-07-08T09:00:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/\"},\"wordCount\":570,\"publisher\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#organization\"},\"articleSection\":[\"Infographics\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/\",\"url\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/\",\"name\":\"Best Practices for Data Management | Uplatz Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#website\"},\"datePublished\":\"2025-07-08T09:00:37+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/best-practices-for-data-management\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Best Practices for Data Management\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/\",\"name\":\"Uplatz Blog\",\"description\":\"Uplatz is a global IT Training &amp; Consulting company\",\"publisher\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#organization\",\"name\":\"uplatz.com\",\"url\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/wp-content\\\/uploads\\\/2016\\\/11\\\/Uplatz-Logo-Copy-2.png\",\"contentUrl\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/wp-content\\\/uploads\\\/2016\\\/11\\\/Uplatz-Logo-Copy-2.png\",\"width\":1280,\"height\":800,\"caption\":\"uplatz.com\"},\"image\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Uplatz-1077816825610769\\\/\",\"https:\\\/\\\/x.com\\\/uplatz_global\",\"https:\\\/\\\/www.instagram.com\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/7956715?trk=tyah&amp;amp;amp;amp;trkInfo=clickedVertical:company,clickedEntityId:7956715,idx:1-1-1,tarId:1464353969447,tas:uplatz\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#\\\/schema\\\/person\\\/8ecae69a21d0757bdb2f776e67d2645e\",\"name\":\"uplatzblog\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g\",\"caption\":\"uplatzblog\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Best Practices for Data Management | Uplatz Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/","og_locale":"en_US","og_type":"article","og_title":"Best Practices for Data Management | Uplatz Blog","og_description":"Best Practices for Data Management As part of the \u201cBest Practices\u201d series by Uplatz &nbsp; Welcome back to the Uplatz Best Practices series \u2014 your go-to guide for building robust, Read More ...","og_url":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/","og_site_name":"Uplatz Blog","article_publisher":"https:\/\/www.facebook.com\/Uplatz-1077816825610769\/","article_published_time":"2025-07-08T09:00:37+00:00","author":"uplatzblog","twitter_card":"summary_large_image","twitter_creator":"@uplatz_global","twitter_site":"@uplatz_global","twitter_misc":{"Written by":"uplatzblog","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/#article","isPartOf":{"@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/"},"author":{"name":"uplatzblog","@id":"https:\/\/uplatz.com\/blog\/#\/schema\/person\/8ecae69a21d0757bdb2f776e67d2645e"},"headline":"Best Practices for Data Management","datePublished":"2025-07-08T09:00:37+00:00","mainEntityOfPage":{"@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/"},"wordCount":570,"publisher":{"@id":"https:\/\/uplatz.com\/blog\/#organization"},"articleSection":["Infographics"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/","url":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/","name":"Best Practices for Data Management | Uplatz Blog","isPartOf":{"@id":"https:\/\/uplatz.com\/blog\/#website"},"datePublished":"2025-07-08T09:00:37+00:00","breadcrumb":{"@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/uplatz.com\/blog\/best-practices-for-data-management\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/uplatz.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Best Practices for Data Management"}]},{"@type":"WebSite","@id":"https:\/\/uplatz.com\/blog\/#website","url":"https:\/\/uplatz.com\/blog\/","name":"Uplatz Blog","description":"Uplatz is a global IT Training &amp; Consulting company","publisher":{"@id":"https:\/\/uplatz.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/uplatz.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/uplatz.com\/blog\/#organization","name":"uplatz.com","url":"https:\/\/uplatz.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/uplatz.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2016\/11\/Uplatz-Logo-Copy-2.png","contentUrl":"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2016\/11\/Uplatz-Logo-Copy-2.png","width":1280,"height":800,"caption":"uplatz.com"},"image":{"@id":"https:\/\/uplatz.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Uplatz-1077816825610769\/","https:\/\/x.com\/uplatz_global","https:\/\/www.instagram.com\/","https:\/\/www.linkedin.com\/company\/7956715?trk=tyah&amp;amp;amp;amp;trkInfo=clickedVertical:company,clickedEntityId:7956715,idx:1-1-1,tarId:1464353969447,tas:uplatz"]},{"@type":"Person","@id":"https:\/\/uplatz.com\/blog\/#\/schema\/person\/8ecae69a21d0757bdb2f776e67d2645e","name":"uplatzblog","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7f814c72279199f59ded4418a8653ad15f5f8904ac75e025a4e2abe24d58fa5d?s=96&d=mm&r=g","caption":"uplatzblog"}}]}},"_links":{"self":[{"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/posts\/3864","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/comments?post=3864"}],"version-history":[{"count":1,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/posts\/3864\/revisions"}],"predecessor-version":[{"id":3865,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/posts\/3864\/revisions\/3865"}],"wp:attachment":[{"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/media?parent=3864"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/categories?post=3864"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uplatz.com\/blog\/wp-json\/wp\/v2\/tags?post=3864"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}