{"id":14491,"date":"2026-05-21T09:00:00","date_gmt":"2026-05-21T16:00:00","guid":{"rendered":""},"modified":"2026-05-20T14:19:19","modified_gmt":"2026-05-20T21:19:19","slug":"ai-is-requiring-financial-services-to-modernize-their-data-platforms","status":"publish","type":"ms-industry","link":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/financial-services\/2026\/05\/21\/ai-is-requiring-financial-services-to-modernize-their-data-platforms\/","title":{"rendered":"AI is requiring financial services to modernize their data platforms"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"how-postgresql-on-microsoft-azure-helps-financial-institutions-build-secure-ai-ready-data-platforms\">How PostgreSQL on Microsoft Azure helps financial institutions build secure, AI-ready data platforms<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Financial service institutions have long been among the sectors requiring the greatest levels of security, compliance, and reliability. Today, in the age of AI, organizations in the financial sector are looking to apply AI to alleviate some of these burdens, while also unlocking meaningful competitive advantage through AI applications. \n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The good news<\/strong>: If you\u2019re in this industry you will likely have decades of sensitive data you can use for learning and insights that can lead to real customer solutions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The bad news<\/strong>: Yesterday\u2019s data infrastructure might not be up to the task. Delivering the scale, speed, predictive maintenance, access, and performance that today\u2019s financial data platforms need\u2014along with the standard security and compliance\u2014requires rethinking your database solution for the modern era.\n<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/ai\/financial-services\" target=\"_blank\" rel=\"noopener noreferrer\">Accelerate business value in the era of AI<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-stakes-are-higher-with-sensitive-data\">The stakes are higher with sensitive data<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Maintaining always-on services and meeting stringent regulatory requirements have been baseline expectations in finance for years. Now, with surging digital transactions and AI-powered projects, the pressure has only intensified. In some financial organizations, even a few minutes of downtime can be disastrous, given the reliance on every day availability. Aging, self-managed databases struggle to keep up with high-volume transactions and real-time analytics demands. The operational overhead of managing such systems (like patching, scaling hardware, and manual failovers) drains resources that could be better spent on innovation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s telling that <a href=\"https:\/\/www.forbes.com\/councils\/forbestechcouncil\/2025\/06\/06\/predictive-maintenance-in-financial-data-centers-using-iot-and-edge-computing\/\" target=\"_blank\" rel=\"noreferrer noopener\">predictive maintenance and infrastructure automation<\/a> have become focal points for banks to avoid costly outages. Yet, acting too fast also carries risk: one fintech leader recently cautioned that \u201cin financial services, harm historically scales faster than benefit,\u201d underscoring that if you <a href=\"https:\/\/www.forbes.com\/sites\/sarahbiller\/2026\/04\/07\/modernizing-main-streets-finances-with-ai-depends-on-accessible-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">scale up without a solid foundation<\/a>, problems can amplify rapidly. In other words, bad data or brittle systems will only wreak havoc faster when accelerated by AI. This reality makes it clear that <em>simply layering AI on top of old infrastructure isn\u2019t viable<\/em>\u2014the core data platform needs modernization.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"an-investment-in-postgresql-on-microsoft-azure\">An investment in PostgreSQL on Microsoft Azure<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Azure PostgreSQL managed services, including <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/postgresql\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Azure Database for PostgreSQL<\/a>, address these modern challenges, combining PostgreSQL\u2019s versatility with Azure\u2019s cloud resilience and ecosystem. It\u2019s a fully managed service, meaning Azure handles the heavy lifting of maintenance, updates, and scaling behind the scenes, so teams can focus on value-add work instead of upkeep. Crucially for financial institutions, Azure Database for PostgreSQL offers flexible performance scaling. You can start with a small instance and scale up to large multi-vCore servers or even scale out across <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/postgresql\/elastic-clusters\/concepts-elastic-clusters\" target=\"_blank\" rel=\"noreferrer noopener\">elastic clusters<\/a> to distribute heavy workloads across multiple nodes. This elasticity ensures that sudden surges in trading volume or customer usage won\u2019t degrade application performance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"enterprise-grade-resilience-and-availability\">Enterprise-grade resilience and availability<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Downtime isn\u2019t an option for these critical applications, so <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/reliability\/reliability-database-postgresql\" target=\"_blank\" rel=\"noreferrer noopener\">continuous availability<\/a> is baked into Azure PostgreSQL services. With a few clicks, you can enable zone-redundant high availability, deploying a fully synchronized standby server in a different Azure availability zone. In the event of an outage or even an entire datacenter zone failure, the service triggers an automatic failover to the standby typically within 60 to 120 seconds with zero data loss. This architecture delivers up to a 99.99% availability service level agreement (SLA) for mission-critical workloads, which is a key assurance for financial apps that cannot go down.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  For read-intensive scenarios, Azure Database for PostgreSQL supports read replicas which asynchronously replicate data and allow you to offload analytics or reporting queries without impacting the primary database\u2019s performance. These replicas can even be in different Azure regions, doubling as a disaster recovery option to keep services running through regional disruptions. The bottom line: whether it\u2019s handling a hardware failure or scaling out reads, the service preserves uptime and consistency so your customers and applications see uninterrupted service. \n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"security-compliance-and-an-integrated-ecosystem\">Security, compliance, and an integrated ecosystem <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Azure Database for PostgreSQL helps simplify compliance for sensitive and highly regulated data by providing layered <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/postgresql\/security\/security-overview\" target=\"_blank\" rel=\"noreferrer noopener\">security controls out of the box<\/a>. All data is encrypted at rest by default, and you have the option to use customer-managed keys for encryption if you need full control over key rotation and access. Network isolation is straightforward: you can deploy your PostgreSQL server into an <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/virtual-network\/virtual-networks-overview\" target=\"_blank\" rel=\"noopener noreferrer\">Azure Virtual Network<\/a> with private endpoints, so that database access stays entirely on your private Azure network with no exposure to the public internet.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For identity and access management, Azure Database for PostgreSQL supports <a href=\"https:\/\/learn.microsoft.com\/en-us\/entra\/identity\/authentication\/overview-authentication\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Entra ID authentication<\/a>, allowing you to manage database users and permissions through centralized Entra ID identities instead of static credentials. This means you can use existing corporate security policies and easily onboard and offboard users per compliance needs. Together, these features help meet strict standards like payment card industry data security standard (PCI DSS) and Security Operations Center (SOC) compliance by controlling who has access to what data and ensuring data is protected at rest and in motion.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because it\u2019s an Azure service, PostgreSQL integrates naturally with the broader Microsoft ecosystem. You can connect your data to analytics and AI services (such as Microsoft Fabric and Azure AI) without complex Extract, Transform, and Load (ETL), accelerating the development of AI-powered apps on top of your operational data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In fact, after modernizing its platform, BNY Mellon reported that its teams could \u201cinnovate faster in areas such as data management, analytics, AI, and machine learning\u201d once they were running PostgreSQL on Azure. Developers also retain the full power of PostgreSQL\u2019s extensibility. Azure\u2019s managed service supports a wide range of popular Postgres extensions (from PostGIS for geospatial analysis to pg_cron for scheduling), so developers can continue to use specialized plugins for financial calculations, time-series analysis, or even graph queries as needed. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/azure.microsoft.com\/en-us\/products\/postgresql\/\" target=\"_blank\" rel=\"noopener noreferrer\">Innovate with Azure Database for PostgreSQL<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a-transformation-with-returns-in-nine-months\">A transformation with returns in nine months<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To see these benefits in action, consider <a href=\"https:\/\/www.microsoft.com\/en\/customers\/story\/1762688447797085308-bnymellon-azure-banking-and-capital-markets-en-united-states\">BNY Mellon<\/a>, a global financial services company that modernized a critical data platform by migrating to Azure Database for PostgreSQL. BNY Mellon\u2019s Data Vault system ingests and manages mission-critical, multitenant data for clients\u2014it demanded high resilience, scalability, and agility that their legacy self-managed database couldn\u2019t easily provide. Working closely with Microsoft, BNY Mellon moved this workload to Azure Database for PostgreSQL, completing the migration in just nine months.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  By adopting Azure\u2019s fully managed Postgres, the company achieved simplified data storage and analytics and built a \u201ccohesive, customized solution\u201d aligned with their microservices architecture. Resiliency improved immediately, with Azure\u2019s high availability and backup capabilities, and BNY Mellon\u2019s engineering teams gained more time for innovation now that routine database maintenance is offloaded to Azure. This new foundation is not only handling today\u2019s needs but is flexible enough to evolve with future AI and analytics initiatives, exemplifying how a modern cloud database can empower a venerable financial institution to stay on the cutting edge. \n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a-step-toward-readiness-for-the-era-of-ai\">A step toward readiness for the era of AI <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modern financial services requires a database platform that can scale effortlessly, stay secure and compliant by default, and free up your teams to innovate with data. <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/postgresql\/\" target=\"_blank\" rel=\"noopener noreferrer\">Azure Database for PostgreSQL<\/a>, with its combination of performance, high availability, advanced security, and rich PostgreSQL compatibility, rises to that challenge. It\u2019s a solution that lets developers and Database Administrators (DBAs) spend less time wrestling with infrastructure limitations and more time building the next generation of financial applications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  Ready to take the next step? <a href=\"https:\/\/cdn-dynmedia-1.microsoft.com\/is\/content\/microsoftcorp\/azure\/acom\/documents\/pdfs\/en-us\/FY26-Solution-Guide-Postgres-For-Finserv.pdf\">Explore our PostgreSQL for Financial Services solution guide<\/a> for architectural best practices and implementation tips.\n<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/ai\/financial-services\" target=\"_blank\" rel=\"noopener noreferrer\">Discover more with Microsoft for Financial Services<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Modernize financial data platforms with Microsoft Azure PostgreSQL to scale AI, strengthen compliance, and deliver always-on performance.<\/p>\n","protected":false},"author":35,"featured_media":14495,"template":"","categories":[1156],"tags":[1374,1464,146],"content-type":[118],"job-function":[],"coauthors":[1694],"class_list":["post-14491","ms-industry","type-ms-industry","status-publish","has-post-thumbnail","hentry","category-financial-services","tag-ai","tag-azure","tag-generative-ai","content-type-thought-leadership"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Data Platform Modernization in Financial Services | Microsoft Azure PostgreSQL | The Microsoft Cloud Blog<\/title>\n<meta name=\"description\" content=\"Learn how financial services organizations modernize data platforms for AI using Microsoft Azure 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