{"id":20494,"date":"2026-07-30T13:48:45","date_gmt":"2026-07-30T06:48:45","guid":{"rendered":"https:\/\/inda.vn\/?page_id=20494"},"modified":"2026-07-30T13:48:55","modified_gmt":"2026-07-30T06:48:55","slug":"data-catalog-and-data-governance","status":"publish","type":"page","link":"https:\/\/inda.vn\/en\/data-catalog-and-data-governance\/","title":{"rendered":"Data Catalog and Data Governance"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"20494\" class=\"elementor elementor-20494\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ca6b12 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ca6b12\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-53c61a5\" data-id=\"53c61a5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18e17ff elementor-widget elementor-widget-heading\" data-id=\"18e17ff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Building a Trusted Data Foundation for Banking Data Management and AI Transformation<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b718c75 elementor-widget elementor-widget-text-editor\" data-id=\"b718c75\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1225\" data-end=\"1425\">As digital transformation accelerates, data has become a critical foundation for banks to improve operational efficiency, strengthen risk management, and enable advanced Analytics and AI applications.<\/p><p data-start=\"1427\" data-end=\"1685\">However, many banks still struggle to effectively manage their data assets. Data is often distributed across multiple business systems, lacks standardized definitions, has limited traceability, and is managed without clear ownership and governance processes.<\/p><p data-start=\"1687\" data-end=\"1887\">These challenges make it difficult for banks to identify trusted data sources for reporting, maintain data quality, comply with regulatory requirements, and maximize the value of existing data assets.<\/p><p data-start=\"1889\" data-end=\"2143\"><strong data-start=\"1889\" data-end=\"1923\">Data Catalog &amp; Data Governance<\/strong> provided by INDA helps banks establish a comprehensive data management foundation through <strong data-start=\"2014\" data-end=\"2142\">Metadata Management, Business Glossary, Data Lineage, Data Quality Management, Data Classification, and Governance Workflows<\/strong>.<\/p><p data-start=\"2145\" data-end=\"2417\">The solution enables organizations to understand what data they have, where data comes from, how data is used, who is responsible for managing it, and how to ensure data remains accurate, transparent, and trustworthy for business operations, Analytics, and AI initiatives.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d23def elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d23def\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6235f07\" data-id=\"6235f07\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ded5761 elementor-widget elementor-widget-heading\" data-id=\"ded5761\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges in Banking Data Governance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b6e2b8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6e2b8e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f2ca664\" data-id=\"f2ca664\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9689ce elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c9689ce\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"2465\" data-end=\"2552\">Many banks face increasing challenges in managing and utilizing enterprise data due to:<\/p><ul data-start=\"2554\" data-end=\"3690\"><li data-start=\"2554\" data-end=\"2773\"><strong data-start=\"2556\" data-end=\"2614\">Lack of trusted data sources (Single Source of Truth):<\/strong><br data-start=\"2614\" data-end=\"2617\" \/>Banks often have multiple systems containing similar data, making it difficult to determine which source should be used for reporting and decision-making.<\/li><li data-start=\"2775\" data-end=\"2978\"><strong data-start=\"2777\" data-end=\"2830\">Inconsistent data definitions across departments:<\/strong><br data-start=\"2830\" data-end=\"2833\" \/>Different business units may use different interpretations of the same data elements, resulting in inconsistent reports and analytics outcomes.<\/li><li data-start=\"2980\" data-end=\"3167\"><strong data-start=\"2982\" data-end=\"3023\">Limited visibility into data lineage:<\/strong><br data-start=\"3023\" data-end=\"3026\" \/>Banks often struggle to trace how data moves from source systems through ETL processes to dashboards, reports, and analytical applications.<\/li><li data-start=\"3169\" data-end=\"3369\"><strong data-start=\"3171\" data-end=\"3216\">Insufficient control over sensitive data:<\/strong><br data-start=\"3216\" data-end=\"3219\" \/>Customer information (PII), financial data, and confidential information require stronger classification, protection, and access control mechanisms.<\/li><li data-start=\"3371\" data-end=\"3521\"><strong data-start=\"3373\" data-end=\"3412\">Dependency on individual knowledge:<\/strong><br data-start=\"3412\" data-end=\"3415\" \/>Data users often rely on specific employees\u2019 experience to understand data meaning, location, and usage.<\/li><li data-start=\"3523\" data-end=\"3690\"><strong data-start=\"3525\" data-end=\"3572\">Challenges in implementing Data Governance:<\/strong><br data-start=\"3572\" data-end=\"3575\" \/>Banks need structured governance frameworks to support auditing, compliance, and enterprise-wide data management.<\/li><\/ul><p data-start=\"3692\" data-end=\"3825\">Data Catalog &amp; Data Governance helps banks overcome these challenges by creating a transparent, governed, and trusted data ecosystem.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2141d3f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"2141d3f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e617934\" data-id=\"e617934\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf5469c elementor-widget elementor-widget-image\" data-id=\"bf5469c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/inda.vn\/wp-content\/uploads\/2026\/07\/data-catalog-challenges_11zon.webp\" class=\"attachment-full size-full wp-image-20499\" alt=\"Challenges in Banking Data Governance Many banks face increasing challenges in managing and utilizing enterprise data due to: Lack of trusted data sources (Single Source of Truth): Banks often have multiple systems containing similar data, making it difficult to determine which source should be used for reporting and decision-making. Inconsistent data definitions across departments: Different business units may use different interpretations of the same data elements, resulting in inconsistent reports and analytics outcomes. Limited visibility into data lineage: Banks often struggle to trace how data moves from source systems through ETL processes to dashboards, reports, and analytical applications. Insufficient control over sensitive data: Customer information (PII), financial data, and confidential information require stronger classification, protection, and access control mechanisms. Dependency on individual knowledge: Data users often rely on specific employees\u2019 experience to understand data meaning, location, and usage. Challenges in implementing Data Governance: Banks need structured governance frameworks to support auditing, compliance, and enterprise-wide data management. Data Catalog &amp; Data Governance helps banks overcome these challenges by creating a transparent, governed, and trusted data ecosystem.\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-37f2a54 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37f2a54\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20a21bf\" data-id=\"20a21bf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-539c8a7 elementor-widget elementor-widget-heading\" data-id=\"539c8a7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risk Analytics Platform Solutions<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8f82dda elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f82dda\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-dac3417\" data-id=\"dac3417\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f0987f elementor-widget elementor-widget-heading\" data-id=\"9f0987f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Metadata Management & Business Glossary<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-849f0b7 elementor-widget elementor-widget-text-editor\" data-id=\"849f0b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"0\">INDA implements comprehensive Metadata Management, Business Glossary, and Data Dictionary capabilities to standardize data definitions and establish a unified, common understanding of enterprise data.<\/p><p data-path-to-node=\"1\">The solution empowers both business and IT teams to clearly understand data meaning, relationships, ownership, and usage across the entire organization.<\/p><p data-start=\"4230\" data-end=\"4252\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"4254\" data-end=\"4525\"><li data-start=\"4254\" data-end=\"4329\">Create a unified data definition repository across business and IT teams.<\/li><li data-start=\"4330\" data-end=\"4395\">Help users easily search, understand, and utilize trusted data.<\/li><li data-start=\"4396\" data-end=\"4472\">Reduce reporting inconsistencies caused by different data interpretations.<\/li><li data-start=\"4473\" data-end=\"4525\">Improve data sharing and reuse across departments.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e67452f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"e67452f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-16e4262\" data-id=\"16e4262\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-929f095 elementor-widget elementor-widget-heading\" data-id=\"929f095\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Data Lineage<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fde7fa elementor-widget elementor-widget-text-editor\" data-id=\"3fde7fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"0\">Data Lineage enables banks to track the complete, end-to-end journey of data as it flows from core source systems, through complex ETL\/ELT pipelines, to final regulatory reports, dashboards, and advanced AI applications.<\/p><p data-path-to-node=\"1\">This delivers granular enterprise transparency into how data is transformed, validated, and consumed, ensuring complete auditability, simplified compliance, and absolute confidence in business decision-making.<\/p><p data-start=\"4822\" data-end=\"4844\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"4846\" data-end=\"5090\"><li data-start=\"4846\" data-end=\"4914\">Improve visibility into data origins and transformation processes.<\/li><li data-start=\"4915\" data-end=\"4977\">Quickly identify root causes when data quality issues occur.<\/li><li data-start=\"4978\" data-end=\"5027\">Assess the impact of system or process changes.<\/li><li data-start=\"5028\" data-end=\"5090\">Support auditing and improve confidence in business reports.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8112584 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8112584\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a81a764\" data-id=\"a81a764\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b9a2b1b elementor-widget elementor-widget-heading\" data-id=\"b9a2b1b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Data Classification & Sensitive Data Management<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-580a407 elementor-widget elementor-widget-text-editor\" data-id=\"580a407\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"5152\" data-end=\"5332\">The solution helps banks classify and manage data based on importance and sensitivity levels, including customer information (PII), financial data, and other regulated information.<\/p><p data-start=\"5334\" data-end=\"5425\">This enables organizations to establish appropriate protection and access control policies.<\/p><p data-start=\"5427\" data-end=\"5449\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"5451\" data-end=\"5678\"><li data-start=\"5451\" data-end=\"5505\">Identify and centrally manage sensitive data assets.<\/li><li data-start=\"5506\" data-end=\"5560\">Support data protection and access control policies.<\/li><li data-start=\"5561\" data-end=\"5614\">Reduce risks of data leakage or unauthorized usage.<\/li><li data-start=\"5615\" data-end=\"5678\">Improve compliance with security and regulatory requirements.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fe5faf elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7fe5faf\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-10fae79 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10fae79\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a0c058f\" data-id=\"a0c058f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7de72c0 elementor-widget elementor-widget-heading\" data-id=\"7de72c0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Data Governance Workflow<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a044d9 elementor-widget elementor-widget-text-editor\" data-id=\"5a044d9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"5717\" data-end=\"5915\">INDA helps banks establish structured Data Governance workflows by defining roles such as <strong data-start=\"5807\" data-end=\"5838\">Data Owner and Data Steward<\/strong>, approval processes, data change management, and quality control procedures.<\/p><p data-start=\"5917\" data-end=\"6011\">This creates clear accountability and consistent governance practices across the organization.<\/p><p data-start=\"6013\" data-end=\"6035\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"6037\" data-end=\"6267\"><li data-start=\"6037\" data-end=\"6100\">Define clear responsibilities for enterprise data management.<\/li><li data-start=\"6101\" data-end=\"6156\">Standardize data governance processes and operations.<\/li><li data-start=\"6157\" data-end=\"6200\">Improve data consistency and reliability.<\/li><li data-start=\"6201\" data-end=\"6267\">Build a scalable foundation for enterprise-wide Data Governance.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd66b1a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"dd66b1a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-71c5dba\" data-id=\"71c5dba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5861cde elementor-widget elementor-widget-heading\" data-id=\"5861cde\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Metadata Harvesting & Integration<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d72488b elementor-widget elementor-widget-text-editor\" data-id=\"d72488b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"6315\" data-end=\"6504\">The solution automatically collects metadata from existing data environments, including databases, ETL\/ELT platforms, BI systems, Data Warehouses, Data Lakes, and enterprise data platforms.<\/p><p data-start=\"6506\" data-end=\"6616\">This enables organizations to build a centralized metadata repository without relying on manual documentation.<\/p><p data-start=\"6618\" data-end=\"6640\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"6642\" data-end=\"6839\"><li data-start=\"6642\" data-end=\"6689\">Automate metadata collection and maintenance.<\/li><li data-start=\"6690\" data-end=\"6739\">Reduce dependency on manual data documentation.<\/li><li data-start=\"6740\" data-end=\"6789\">Improve visibility into enterprise data assets.<\/li><li data-start=\"6790\" data-end=\"6839\">Support future expansion of the data ecosystem.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f638dc elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8f638dc\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-55c8807\" data-id=\"55c8807\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ddf697 elementor-widget elementor-widget-heading\" data-id=\"6ddf697\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Data Quality & Governance Monitoring<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d98d46f elementor-widget elementor-widget-text-editor\" data-id=\"d98d46f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"0\">INDA provides comprehensive, real-time dashboards to monitor data quality performance and track Data Governance compliance across the organization.<\/p><p data-path-to-node=\"1\">This clear visibility empowers banks to proactively identify, analyze, and resolve data-related issues before they impact business decisions.<\/p><p data-start=\"7052\" data-end=\"7074\"><strong>Business Benefits:<\/strong><\/p><ul data-start=\"7076\" data-end=\"7318\"><li data-start=\"7076\" data-end=\"7145\">Monitor data quality based on defined business rules and standards.<\/li><li data-start=\"7146\" data-end=\"7199\">Detect data issues affecting reports and analytics.<\/li><li data-start=\"7200\" data-end=\"7256\">Evaluate Data Governance implementation effectiveness.<\/li><li data-start=\"7257\" data-end=\"7318\">Maintain accurate, consistent, and trusted enterprise data.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adb9d75 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"adb9d75\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-abd8ff3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"abd8ff3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-599952a\" data-id=\"599952a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb111e5 elementor-widget elementor-widget-heading\" data-id=\"eb111e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Catalog & Data Governance Implementation Process<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6355ee8 elementor-widget elementor-widget-text-editor\" data-id=\"6355ee8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"801\" data-end=\"1035\">INDA applies a structured approach to help banks establish Data Governance capabilities aligned with their operating model, technology architecture, and data transformation objectives.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8874516 elementor-widget elementor-widget-image\" data-id=\"8874516\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/inda.vn\/wp-content\/uploads\/2026\/07\/data-catalog-process_11zon.webp\" class=\"attachment-full size-full wp-image-20501\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e4eaab4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e4eaab4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c250aed\" data-id=\"c250aed\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-44febd4 elementor-widget elementor-widget-heading\" data-id=\"44febd4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Choose INDA for Data Catalog & Data Governance Implementation?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a5841f1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a5841f1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fc8805a\" data-id=\"fc8805a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d184a80 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d184a80\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"9769\" data-end=\"9826\"><strong>1. Deep Expertise in Data Governance and Data Platform<\/strong><\/p><p data-start=\"9828\" data-end=\"9980\">INDA has extensive experience in consulting and implementing <strong data-start=\"9889\" data-end=\"9951\">Data Governance, Data Catalog, and Data Platform solutions<\/strong> for financial organizations.<\/p><p data-start=\"9982\" data-end=\"10113\">Our expertise helps banks establish effective data management foundations to improve data reliability, transparency, and usability.<\/p><p data-start=\"10120\" data-end=\"10185\"><strong>2. Flexible Solutions Integrated with Existing Data Ecosystems<\/strong><\/p><p data-start=\"10187\" data-end=\"10428\">INDA implements Data Catalog solutions based on modern platforms such as <strong data-start=\"10260\" data-end=\"10317\">OpenMetadata, GetCollate, and equivalent technologies<\/strong>, enabling integration with existing databases, ETL systems, BI platforms, Data Warehouses, and Data Platforms.<\/p><p data-start=\"10430\" data-end=\"10549\">This approach allows banks to enhance Data Governance capabilities without disrupting existing technology environments.<\/p><p data-start=\"10556\" data-end=\"10614\"><strong>3. Building Trusted Data Foundations for Analytics &amp; AI<\/strong><\/p><p data-start=\"10616\" data-end=\"10801\">INDA helps banks standardize data, improve data quality, and establish trusted information foundations required for Business Intelligence, advanced Analytics, and future AI initiatives.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f8ef1f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"9f8ef1f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/inda.vn\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ca9e275\" data-id=\"ca9e275\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-147b4c8 elementor-widget elementor-widget-image\" data-id=\"147b4c8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/inda.vn\/wp-content\/uploads\/2026\/07\/why-choose-inda-data-catalog_11zon.webp\" class=\"attachment-full size-full wp-image-20503\" alt=\"1. Deep Expertise in Data Governance and Data Platform INDA has extensive experience in consulting and implementing Data Governance, Data Catalog, and Data Platform solutions for financial organizations. Our expertise helps banks establish effective data management foundations to improve data reliability, transparency, and usability. 2. Flexible Solutions Integrated with Existing Data Ecosystems INDA implements Data Catalog solutions based on modern platforms such as OpenMetadata, GetCollate, and equivalent technologies, enabling integration with existing databases, ETL systems, BI platforms, Data Warehouses, and Data Platforms. This approach allows banks to enhance Data Governance capabilities without disrupting existing technology environments. 3. Building Trusted Data Foundations for Analytics &amp; AI INDA helps banks standardize data, improve data quality, and establish trusted information foundations required for Business Intelligence, advanced Analytics, and future AI initiatives.\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f2bbc21 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f2bbc21\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d5794ab\" data-id=\"d5794ab\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6693213 elementor-widget elementor-widget-heading\" data-id=\"6693213\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Frequently Asked Questions (FAQ)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea86f95 elementor-widget elementor-widget-text-editor\" data-id=\"ea86f95\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4 class=\"PDq2pG_selectionAnchorContainer\" data-start=\"10844\" data-end=\"10952\">1. Why do banks still struggle to effectively use their data despite having large amounts of information?<\/h4><p data-start=\"10954\" data-end=\"11174\">Many banks generate massive volumes of data from Core Banking, CRM, lending systems, transactions, and analytical platforms. However, data is often fragmented, inconsistently defined, and managed without clear ownership.<\/p><p data-start=\"11176\" data-end=\"11363\">As a result, business users may spend significant time searching for data, validating information, or resolving inconsistencies before they can use data for reporting and decision-making.<\/p><h4 data-start=\"11370\" data-end=\"11446\">2. How can banks determine which data source is accurate and trustworthy?<\/h4><p data-start=\"11448\" data-end=\"11591\">Banks often have multiple systems storing similar information, making it difficult to identify the official source for reporting and analytics.<\/p><p data-start=\"11593\" data-end=\"11728\">Without clear metadata, ownership, and lineage information, users may rely on incorrect or outdated data, affecting business decisions.<\/p><p data-start=\"11730\" data-end=\"11868\">A structured approach to Data Catalog and Data Governance helps organizations understand data origin, meaning, ownership, and reliability.<\/p><h4 data-start=\"11875\" data-end=\"11953\">3. Why do banks need Data Governance when they already have Data Platforms?<\/h4><p data-start=\"11955\" data-end=\"12121\">A Data Platform helps organizations store and process data, but it does not automatically ensure that data is accurate, consistent, well-defined, or properly managed.<\/p><p data-start=\"12123\" data-end=\"12311\">Data Governance provides the policies, responsibilities, and processes needed to maintain data quality, establish ownership, and ensure data is effectively managed across the organization.<\/p><h4 data-start=\"12318\" data-end=\"12414\">4. Why is it difficult for banks to trace data from source systems to reports and dashboards?<\/h4><p data-start=\"12416\" data-end=\"12566\">Modern banking environments involve complex data flows across Core Banking, ETL processes, Data Warehouses, BI platforms, and analytical applications.<\/p><p data-start=\"12568\" data-end=\"12727\">Without Data Lineage capabilities, banks may struggle to identify where data comes from, how it has been transformed, or why inconsistencies appear in reports.<\/p><h4 data-start=\"12734\" data-end=\"12818\">5. How can banks manage sensitive data while expanding Analytics and AI adoption?<\/h4><p data-start=\"12820\" data-end=\"12979\">As banks increase data usage for Analytics and AI, protecting sensitive information such as customer data and financial records becomes increasingly important.<\/p><p data-start=\"12981\" data-end=\"13124\">Without proper classification, access control, and governance mechanisms, organizations face higher risks of data misuse and compliance issues.<\/p><p data-start=\"13126\" data-end=\"13229\">Data Governance helps banks maintain control, improve transparency, and enable secure data utilization.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3362fb elementor-widget elementor-widget-text-editor\" data-id=\"a3362fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Contact INDA today to explore a Data Catalog &amp; Data Governance solution aligned with your bank\u2019s data strategy and digital transformation goals.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Building a Trusted Data Foundation for Banking Data Management and AI Transformation As digital transformation accelerates, data has become a<\/p>\n","protected":false},"author":25,"featured_media":20509,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"class_list":["post-20494","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/pages\/20494","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/comments?post=20494"}],"version-history":[{"count":6,"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/pages\/20494\/revisions"}],"predecessor-version":[{"id":20507,"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/pages\/20494\/revisions\/20507"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/media\/20509"}],"wp:attachment":[{"href":"https:\/\/inda.vn\/en\/wp-json\/wp\/v2\/media?parent=20494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}