{"id":40346,"date":"2026-01-26T14:24:51","date_gmt":"2026-01-26T07:24:51","guid":{"rendered":"https:\/\/www.fusionsol.com\/?p=40346"},"modified":"2026-01-26T14:58:01","modified_gmt":"2026-01-26T07:58:01","slug":"openai-%e0%b9%83%e0%b8%8a%e0%b9%89-azure-postgresql-%e0%b9%80%e0%b8%9e%e0%b8%b7%e0%b9%88%e0%b8%ad%e0%b8%82%e0%b8%a2%e0%b8%b2%e0%b8%a2%e0%b9%81%e0%b8%9e%e0%b8%a5%e0%b8%95%e0%b8%9f%e0%b8%ad%e0%b8%a3","status":"publish","type":"post","link":"https:\/\/www.fusionsol.com\/en\/blog\/openai-%e0%b9%83%e0%b8%8a%e0%b9%89-azure-postgresql-%e0%b9%80%e0%b8%9e%e0%b8%b7%e0%b9%88%e0%b8%ad%e0%b8%82%e0%b8%a2%e0%b8%b2%e0%b8%a2%e0%b9%81%e0%b8%9e%e0%b8%a5%e0%b8%95%e0%b8%9f%e0%b8%ad%e0%b8%a3\/","title":{"rendered":"OpenAI uses Azure PostgreSQL to extend its global AI platform."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"40346\" class=\"elementor elementor-40346\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-95e6588 e-flex e-con-boxed e-con e-parent\" data-id=\"95e6588\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0962806 elementor-widget elementor-widget-text-editor\" data-id=\"0962806\" data-element_type=\"widget\" data-e-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\t\t<h2><strong>OpenAI uses Azure PostgreSQL to extend its global AI platform.<\/strong><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1caad17 elementor-widget elementor-widget-post-info\" data-id=\"1caad17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-4c07cec elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.fusionsol.com\/en\/author\/myominfusionwp1\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-user-circle\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tMyo Min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a5f1a0f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.fusionsol.com\/en\/2026\/01\/26\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>January 26, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecbb134 elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"ecbb134\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tFacebook\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_x-twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on x-twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-x-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tX\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tLinkedIn\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c41e0c1 elementor-widget elementor-widget-text-editor\" data-id=\"c41e0c1\" data-element_type=\"widget\" data-e-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\t\t<p>Modern AI platforms operate at a scale that many traditional systems were never designed to support. Behind every intelligent response lies massive data processing, coordination, and infrastructure stability at an extraordinary scale\u2014all to meet these demanding requirements. <strong>OpenAI uses Azure PostgreSQL.<\/strong> It is a core component of the production architecture, enabling the operation of scalable, resilient, and globally distributed databases.<\/p><p>This decision reflects a broader trend among AI-driven organizations toward adopting cloud-native databases that support horizontal scalability, while maintaining data consistency and operational simplicity.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-40357 aligncenter\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Vicious-Cycle-under-load.png\" alt=\"Vicious Cycle under load\" width=\"596\" height=\"387\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Vicious-Cycle-under-load.png 596w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Vicious-Cycle-under-load-300x195.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Vicious-Cycle-under-load-18x12.png 18w\" sizes=\"auto, (max-width: 596px) 100vw, 596px\" \/><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/openai.com\/index\/scaling-postgresql\/\" target=\"_blank\" rel=\"noopener\">Image Source: OpenAI<\/a><\/p><h2><strong>Why did OpenAI choose Azure PostgreSQL?<\/strong><\/h2><p>As OpenAI\u2019s services expand globally, the underlying data platform must be able to support rapid growth without compromising reliability. Azure PostgreSQL provides an enterprise-grade, fully managed PostgreSQL environment that helps reduce the operational overhead typically associated with large-scale databases.<\/p><p>The main reasons for choosing Azure PostgreSQL include:<\/p><ul><li>Proven compatibility with PostgreSQL. Supports legacy SQL tools and features.<\/li><li>Managed scalability and high availability reduce operational burdens.<\/li><li>Deep integration with Azure infrastructure, network, and security systems.<\/li><li>The ability to perform global replication is essential for providing services to users worldwide.<\/li><\/ul><p>Building systems on Azure PostgreSQL provides OpenAI with the flexibility to further develop its architecture without needing to rewrite all the core data logic.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-40356 aligncenter\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Pgbouncer-as-PostgreSQL.png\" alt=\"Pgbouncer as PostgreSQL\" width=\"596\" height=\"589\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Pgbouncer-as-PostgreSQL.png 596w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Pgbouncer-as-PostgreSQL-300x296.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/Pgbouncer-as-PostgreSQL-12x12.png 12w\" sizes=\"auto, (max-width: 596px) 100vw, 596px\" \/><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/openai.com\/index\/scaling-postgresql\/\" target=\"_blank\" rel=\"noopener\">Image Source: OpenAI<\/a><\/p><h2><strong>How does Azure PostgreSQL support massive scalability?<\/strong><\/h2><p>Delivering AI services requires databases that can handle high write throughput, massive concurrent access, and rapidly increasing data complexity. Azure PostgreSQL meets these demands through horizontal scalability, the use of read replicas, and automated maintenance.<\/p><p>For OpenAI, this means:<\/p><ul><li>Supports surge in usage without manual management.<\/li><li>Low-latency data access for global applications.<\/li><li>Maintaining the accuracy and consistency of data between services.<\/li><li>Reduce downtime with the built-in failover mechanism.<\/li><\/ul><p>These capabilities allow the engineering team to focus on product innovation rather than managing databases.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-40358 aligncenter\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/PostgreSQL-cascading-replication.png\" alt=\"PostgreSQL cascading replication\" width=\"596\" height=\"345\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/PostgreSQL-cascading-replication.png 596w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/PostgreSQL-cascading-replication-300x174.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2026\/01\/PostgreSQL-cascading-replication-18x10.png 18w\" sizes=\"auto, (max-width: 596px) 100vw, 596px\" \/><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/openai.com\/index\/scaling-postgresql\/\" target=\"_blank\" rel=\"noopener\">Image Source: OpenAI<\/a><\/p><h2><strong>Reliability, safety, and operational efficiency.<\/strong><\/h2><p>Security and reliability are at the core of AI platforms that process sensitive data. Azure PostgreSQL provides enterprise-grade protections such as encryption at rest and in transit, identity-based access control, and automated backup systems.<\/p><p>From a practical perspective, OpenAI benefits from:<\/p><ul><li>Automated system updates and patches.<\/li><li>Continuous monitoring and performance tuning.<\/li><li>Compliance with compliance standards within the Azure ecosystem.<\/li><\/ul><p>These features help maintain system stability while supporting rapid experimentation and development.<\/p><h2><strong>How does OpenAI extend PostgreSQL in a production environment?<\/strong><\/h2><p>Beyond the advantages of using a managed database, OpenAI\u2019s real-world use of PostgreSQL offers important lessons in handling high-scale workloads. Rather than abandoning traditional relational databases, OpenAI optimized PostgreSQL to operate effectively at massive scale.<\/p><p>At the core of the architecture is a single PostgreSQL primary instance dedicated to write operations, complemented by multiple read replicas distributed globally. This design allows OpenAI to maintain strong data consistency while scaling read performance to handle millions of concurrent requests from AI services such as ChatGPT.<\/p><p>To address PostgreSQL\u2019s write limitations and MVCC constraints, OpenAI carefully optimized connection management, query patterns, and transaction sizes. They also leveraged Azure\u2019s tools for automated failover, backups, and performance tuning, reducing operational overhead while maintaining high availability.<\/p><h2><strong>What does this mean for modern AI architecture?<\/strong><\/h2><p>OpenAI\u2019s decision highlights an important trend: modern AI systems continue to rely on robust relational databases alongside distributed computing infrastructure and AI models. Rather than replacing SQL databases, AI platforms enhance their capabilities through cloud-native scalability and automation.<\/p><p>By choosing Azure PostgreSQL, OpenAI demonstrates that traditional relational databases can still be central to a system\u2014even in cutting-edge AI systems\u2014when integrated with the right cloud architecture.<\/p><p>Source: <strong><a href=\"https:\/\/openai.com\/index\/scaling-postgresql\/\">OpenAI<\/a><\/strong><\/p>\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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>OpenAI \u0e43\u0e0a\u0e49 Azure PostgreSQL \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e02\u0e22\u0e32\u0e22\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21 AI \u0e23\u0e30\u0e14\u0e31\u0e1a\u0e42\u0e25\u0e01 Facebook X LinkedIn \u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21 AI 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